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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549

FORM 10-Q
QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the quarterly period ended September 30, 2023

OR
TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the transition period from ________to________

Commission file number: 001-35418
Logo_New.gif
EPAM SYSTEMS, INC.
(Exact name of registrant as specified in its charter)
Delaware22-3536104
(State or other jurisdiction of
incorporation or organization)
(I.R.S. Employer
Identification No.)
41 University DriveSuite 20218940
NewtownPennsylvania
(Address of principal executive offices)(Zip code)
267-759-9000
(Registrant’s telephone number, including area code)
Securities registered pursuant to Section 12(b) of the Act:
Title of Each ClassTrading Symbol Name of Each Exchange on which Registered
Common Stock, par value $0.001 per shareEPAM New York Stock Exchange
Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.    Yes  No 
Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of Regulation S-T (§232.405 of this chapter) during the preceding 12 months (or for such shorter period that the registrant was required to submit such files).    Yes  No 
Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, a smaller reporting company or an emerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” “smaller reporting company” and “emerging growth company” in Rule 12b-2 of the Exchange Act.
Large accelerated filerAccelerated filer
Non-accelerated filerSmaller reporting company
Emerging growth company
If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.
If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the filing reflect the correction of an error to previously issued financial statements. ☐
Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received by any of the registrant’s executive officers during the relevant recovery period pursuant to §240.10D-1(b). ☐
Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Exchange Act).    Yes      No  
Indicate the number of shares outstanding of each of the issuer’s classes of common stock, as of the latest practicable date.
Title of Each Class
Outstanding as of October 31, 2023
Common Stock, par value $0.001 per share
57,700,476 shares




EPAM SYSTEMS, INC.

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Table of Contents
PART I. FINANCIAL INFORMATION
Item 1. Financial Statements (Unaudited)
EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED BALANCE SHEETS
(Unaudited)
(In thousands, except par value)
 As of
September 30,
2023
As of
December 31,
2022
Assets
Current assets
Cash and cash equivalents$1,872,977 $1,681,344 
Trade receivables and contract assets, net of allowance of $10,884 and $15,310, respectively
913,029 932,626 
Short-term investments 60,431 60,336 
Prepaid and other current assets78,851 85,319 
Total current assets2,925,288 2,759,625 
Property and equipment, net239,654 273,348 
Operating lease right-of-use assets, net136,311 148,780 
Intangible assets, net69,730 77,652 
Goodwill548,177 529,072 
Deferred tax assets187,524 172,797 
Other noncurrent assets55,588 47,877 
Total assets$4,162,272 $4,009,151 
Liabilities  
Current liabilities  
Accounts payable$25,415 $30,852 
Accrued compensation and benefits expenses392,417 475,871 
Accrued expenses and other current liabilities127,898 154,339 
Income taxes payable, current29,554 46,069 
Operating lease liabilities, current38,294 40,352 
Total current liabilities613,578 747,483 
Long-term debt27,500 27,693 
Operating lease liabilities, noncurrent108,332 122,317 
Other noncurrent liabilities112,844 108,648 
Total liabilities862,254 1,006,141 
Commitments and contingencies (Note 14)
Equity
Stockholders’ equity  
Common stock, $0.001 par value; 160,000 shares authorized; 57,706 and 57,668 shares issued, 57,693 and 57,655 shares outstanding at September 30, 2023 and December 31, 2022, respectively
58 58 
Additional paid-in capital951,086 847,965 
Retained earnings2,440,043 2,248,948 
Treasury stock(118)(118)
Accumulated other comprehensive loss(91,630)(95,321)
Total EPAM Systems, Inc. stockholders’ equity3,299,439 3,001,532 
Noncontrolling interest in consolidated subsidiaries579 1,478 
Total equity3,300,018 3,003,010 
Total liabilities and equity$4,162,272 $4,009,151 
The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF INCOME
(Unaudited)
(In thousands, except per share data)
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
Revenues$1,152,136 $1,226,920 $3,533,283 $3,593,395 
Operating expenses:
Cost of revenues (exclusive of depreciation and amortization)794,265 826,796 2,458,881 2,453,955 
Selling, general and administrative expenses194,829 198,021 601,093 667,825 
Depreciation and amortization expense23,092 21,876 68,642 69,126 
Loss on sale of business25,922  25,922  
Income from operations114,028 180,227 378,745 402,489 
Interest and other income, net13,931 4,228 37,162 5,642 
Foreign exchange gain/(loss)3,893 6,691 (6,725)(102,035)
Income before provision for income taxes131,852 191,146 409,182 306,096 
Provision for income taxes34,648 35,092 89,653 41,719 
Net income$97,204 $156,054 $319,529 $264,377 
Net income per share:
Basic$1.68 $2.72 $5.52 $4.62 
Diluted$1.65 $2.63 $5.40 $4.47 
Shares used in calculation of net income per share:
Basic57,853 57,420 57,850 57,194 
Diluted58,948 59,357 59,143 59,108 

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.

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EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME
(Unaudited)
(In thousands)
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
Net income$97,204 $156,054 $319,529 $264,377 
Other comprehensive (loss)/income:
Change in foreign currency translation adjustments, net of tax(5,801)(56,923)14,821 (72,645)
Change in unrealized loss on hedging instruments, net of tax(13,744)(5,352)(11,130)(11,780)
Other comprehensive (loss)/income(19,545)(62,275)3,691 (84,425)
Comprehensive income$77,659 $93,779 $323,220 $179,952 

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CHANGES IN EQUITY
(Unaudited)
(In thousands) 
 Common StockAdditional Paid-in CapitalRetained EarningsTreasury StockAccumulated Other Comprehensive (Loss)/IncomeNon-controlling interest in consolidated subsidiariesTotal Equity
SharesAmountSharesAmount
Balance, January 1, 2023
57,655 $58 $847,965 $2,248,948 14 $(118)$(95,321)$1,478 $3,003,010 
Restricted stock units vested224 — — — — — — — — 
Equity withheld for employee taxes(72)— (20,501)— — — — — (20,501)
Stock-based compensation expense— — 34,265 — — — — — 34,265 
Exercise of stock options71 — 2,525 — — — — — 2,525 
Repurchase of common stock(30)— — (8,510)— — — — (8,510)
Other comprehensive income— — — — — — 17,361 — 17,361 
Net income — — — 102,292 — — — — 102,292 
Balance, March 31, 2023
57,848 $58 $864,254 $2,342,730 14 $(118)$(77,960)$1,478 $3,130,442 
Restricted stock units vested76 — — — — — — — — 
Equity withheld for employee taxes(21)— (6,142)— — — — — (6,142)
Stock-based compensation expense— — 32,449 — — — — — 32,449 
Exercise of stock options170 — 4,601 — — — — — 4,601 
Issuance of common stock from employee stock purchase plan77 — 18,466 — — — — — 18,466 
Repurchase of common stock(195)— — (41,437)— — — — (41,437)
Purchase of subsidiary shares from noncontrolling interest— — (48)— — — — (1,405)(1,453)
Contributions to consolidated subsidiary from noncontrolling interest— — — — — — — 506 506 
Other comprehensive income— — — — — — 5,875 — 5,875 
Net income — — — 120,033 — — — — 120,033 
Balance, June 30, 2023
57,955 $58 $913,580 $2,421,326 14 $(118)$(72,085)$579 $3,263,340 
Restricted stock units vested7 — — — — — — — — 
Equity withheld for employee taxes(2)— (426)— — — — — (426)
Stock-based compensation expense— — 34,949 — — — — — 34,949 
Exercise of stock options51 — 2,983 — — — — — 2,983 
Repurchase of common stock(318)— — (78,487)— — — — (78,487)
Other comprehensive loss— — — — — — (19,545)— (19,545)
Net income
— — — 97,204 — — — — 97,204 
Balance, September 30, 2023
57,693 $58 $951,086 $2,440,043 14 $(118)$(91,630)$579 $3,300,018 

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 Common StockAdditional Paid-in CapitalRetained EarningsTreasury StockAccumulated Other Comprehensive (Loss)/IncomeNon-controlling interest in consolidated subsidiariesTotal Equity
SharesAmountSharesAmount
Balance, January 1, 2022
56,849 $57 $711,912 $1,829,532 20 $(177)$(54,207)$8,720 $2,495,837 
Restricted stock units vested
193 — — — — — — — — 
Equity withheld for employee taxes(67)— (18,376)— — — — — (18,376)
Stock-based compensation expense
— — 22,702 — — — — — 22,702 
Exercise of stock options158 — 2,884 — — — — — 2,884 
Purchase of subsidiary shares from noncontrolling interest— — — — — — — (7,067)(7,067)
Other comprehensive loss— — — — — — (31,943)— (31,943)
Net income
— — — 89,719 — — — — 89,719 
Balance, March 31, 2022
57,133 $57 $719,122 $1,919,251 20 $(177)$(86,150)$1,653 $2,553,756 
Restricted stock units vested
24 — — — — — — — — 
Equity withheld for employee taxes(6)— (1,843)— — — — — (1,843)
Stock-based compensation expense
— — 24,902 — — — — — 24,902 
Exercise of stock options147 — 6,410 — — — — — 6,410 
Issuance of common stock from employee stock purchase plan55 — 12,384 — — — — — 12,384 
Other comprehensive income— — — — — — 9,793 — 9,793 
Net income
— — — 18,604 — — — — 18,604 
Balance, June 30, 2022
57,353 $57 $760,975 $1,937,855 20 $(177)$(76,357)$1,653 $2,624,006 
Restricted stock units vested
8 — — — — — — — — 
Equity withheld for employee taxes(2)— (837)— — — — — (837)
Stock issued in connection with Other 2021 acquisitions6 — 1,941 — (6)59 — — 2,000 
Stock-based compensation expense— — 30,597 — — — — — 30,597 
Exercise of stock options137 — 9,223 — — — — — 9,223 
Purchase of subsidiary shares from noncontrolling interest— — 51 — — — — (248)(197)
Contributions from noncontrolling interest— — — — — — — 73 73 
Other comprehensive loss— — — — — — (62,275)— (62,275)
Net income
— — — 156,054 — — — — 156,054 
Balance, September 30, 2022
57,502 $57 $801,950 $2,093,909 14 $(118)$(138,632)$1,478 $2,758,644 

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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Table of Contents
EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(Unaudited)
(In thousands)
                                               Nine Months Ended September 30,
 20232022
Cash flows from operating activities:
Net income$319,529 $264,377 
Adjustments to reconcile net income to net cash provided by operating activities:
Depreciation and amortization expense68,642 69,126 
Operating lease right-of-use assets amortization expense30,842 37,336 
Bad debt expense2,739 12,888 
Deferred taxes(11,760)(54,851)
Stock-based compensation expense109,536 68,292 
Unrealized (gain)/loss on derivative instruments(7,904)20,469 
Impairment charges688 21,212 
Loss on sale of business25,922  
Other1,106 63,914 
Changes in assets and liabilities:
Trade receivables and contract assets6,145 (196,675)
Prepaid and other assets13,208 (7,787)
Accounts payable837 8,769 
Accrued expenses and other liabilities(95,570)(7,100)
Operating lease liabilities(34,310)(41,395)
Income taxes payable(38,385)19,460 
Net cash provided by operating activities391,265 278,035 
Cash flows from investing activities:  
Purchases of property and equipment(18,420)(60,134)
Purchases of short-term investments(10,865)(60,000)
Proceeds from short-term investments10,865  
Acquisition of business, net of cash acquired (Note 3)(13,997)(10,530)
Cash sold as part of sale of business, net of proceeds(2,169) 
Purchases of non-marketable securities(3,281)(1,625)
Other investing activities, net(8,204)(19,499)
Net cash used in investing activities(46,071)(151,788)
Cash flows from financing activities:  
Proceeds from issuance of stock under the employee incentive programs28,612 31,368 
Payments of withholding taxes related to net share settlements of restricted stock units(28,202)(22,101)
Proceeds from debt764 4,114 
Repayment of debt(2,607)(11,542)
Repurchase of common stock(128,433) 
Payment of contingent consideration for previously acquired business(8,684)(6,626)
Purchase of subsidiary shares from noncontrolling interest(1,972)(2,254)
Other financing activities, net(2,895)(3,025)
Net cash used in financing activities(143,417)(10,066)
Effect of exchange rate changes on cash, cash equivalents and restricted cash(5,632)(75,876)
Net increase in cash, cash equivalents and restricted cash196,145 40,305 
Cash, cash equivalents and restricted cash, beginning of period1,683,636 1,449,347 
Cash, cash equivalents and restricted cash, end of period$1,879,781 $1,489,652 
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EPAM SYSTEMS, INC. AND SUBSIDIARIES
CONDENSED CONSOLIDATED STATEMENTS OF CASH FLOWS
(Unaudited)
(In thousands)
(Continued)
The following table provides a reconciliation of cash, cash equivalents and restricted cash reported within the condensed consolidated balance sheets:
                                               As of
September 30,
2023
As of
December 31,
2022
Balance sheet classification
    Cash and cash equivalents$1,872,977 $1,681,344 
Restricted cash in Prepaid and other current assets5,441 430 
  Restricted cash in Other noncurrent assets1,363 1,862 
    Total restricted cash$6,804 $2,292 
        Total cash, cash equivalents and restricted cash $1,879,781 $1,683,636 

The accompanying notes are an integral part of the unaudited condensed consolidated financial statements.
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NOTES TO CONDENSED CONSOLIDATED FINANCIAL STATEMENTS
(Unaudited)
(In thousands, except per share data and as otherwise disclosed) 
 
1.BUSINESS AND SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES    
EPAM Systems, Inc. (the “Company” or “EPAM”) is a leading digital transformation services and product engineering company, providing digital platform engineering and software development services to customers located around the world, primarily in North America, Europe, and Asia. The Company’s industry expertise includes financial services, travel and consumer, software and hi-tech, business information and media, life sciences and healthcare, as well as several other industries. The Company is incorporated in Delaware with headquarters in Newtown, Pennsylvania.
Basis of Presentation — The accompanying unaudited condensed consolidated financial statements of EPAM have been prepared in accordance with generally accepted accounting principles in the United States (“GAAP” or “U.S. GAAP”) and Article 10 of Regulation S-X under the Securities Exchange Act of 1934, as amended. The unaudited condensed consolidated financial statements include the financial statements of EPAM Systems, Inc. and its subsidiaries with all intercompany balances and transactions eliminated.
These unaudited condensed consolidated financial statements and accompanying notes should be read in conjunction with the Company’s audited consolidated financial statements and the notes thereto for the year ended December 31, 2022 included in its Annual Report on Form 10-K. The preparation of these condensed consolidated financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the amounts reported in these condensed consolidated financial statements and accompanying notes. Actual results could differ from those estimates, and such differences may be material to the unaudited condensed consolidated financial statements. Operating results for the interim periods are not necessarily indicative of results that may be expected to occur for the entire year. In management’s opinion, the accompanying unaudited condensed consolidated financial statements include all normal and recurring adjustments necessary for a fair presentation of the Company’s financial position as of September 30, 2023 and the results of its operations and its cash flows for the periods presented.
Risks and Uncertainties — As a result of its global operations, the Company may be subject to certain inherent risks.
Concentration of Credit — Financial instruments that potentially subject the Company to concentration of credit risk consist primarily of cash, cash equivalents, short-term investments and trade receivables. The Company maintains cash, cash equivalents and short-term investments with financial institutions. The Company believes its credit policies reflect normal industry terms and business risk and there is no expectation of non-performance by the counterparties.
The Company has cash in several countries, including Ukraine and Belarus, which have been impacted by the invasion of Ukraine and where the banking sector remains subject to periodic instability; banking and other financial systems generally do not meet the banking standards of more developed markets; and bank deposits made by corporate entities are not insured. As of September 30, 2023, the Company had $51.7 million of cash and cash equivalents in banks in Ukraine and $37.1 million of cash and cash equivalents in banks in Belarus. Cash in Ukraine and Belarus is used for the operational needs of the local entities and cash balances change with the expected operating needs of these entities. The Company regularly monitors cash held in these countries and, to the extent the cash held exceeds amounts required to support its operations in these countries, the Company distributes the excess funds into markets with more developed banking sectors to the extent it is possible to do so. The Company places its cash and cash equivalents with financial institutions considered stable in the region, limits the amount of credit exposure with any one financial institution and conducts ongoing evaluations of the credit worthiness of the financial institutions with which it does business. However, a banking crisis, bankruptcy or insolvency of banks that process or hold the Company’s funds, or sanctions may result in the loss of deposits or adversely affect the Company’s ability to complete banking transactions, which could adversely affect the Company’s business and financial condition. See Note 2 “Impact of the Invasion of Ukraine” for further discussion of the Company’s response to the invasion of Ukraine and sale of its operations in Russia.
Trade receivables are generally dispersed across many customers operating in different industries; therefore, concentration of credit risk is limited. Historically, credit losses and write-offs of trade receivables have not been material to the consolidated financial statements. If any of the Company’s customers enter bankruptcy protection or otherwise take steps to alleviate their financial distress, the Company’s credit losses and write-offs of trade receivables could increase, which would negatively impact its results of operations.

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Foreign currency risk — The Company’s global operations are conducted predominantly in U.S. dollars. Other than U.S. dollars, the Company generates revenues in various currencies, principally, euros, British pounds, Swiss francs and Canadian dollars and incurs expenditures principally in euros, Polish zlotys, Indian rupees, British pounds, Swiss francs, Mexican pesos, Hungarian forints, Colombian pesos, Canadian dollars and Chinese yuan renminbi. The Company’s international operations expose it to risk of adverse fluctuations in foreign currency exchange rates through the remeasurement of foreign currency denominated assets and liabilities (both third-party and intercompany) and translation of earnings and cash flows into U.S. dollars. The Company has a hedging program whereby it enters into a series of foreign exchange forward contracts with durations of twelve months or less that are designated as cash flow hedges of forecasted Polish zloty, Indian rupee and Hungarian forint transactions. See Note 6 “Derivative Financial Instruments for further discussion regarding the Company’s termination of the hedging program for the Russian ruble.
Interest rate risk — The Company is exposed to market risk from changes in interest rates. Exposure to interest rate risk results primarily from variable rates related to cash and cash equivalent deposits, short-term investments and the Company’s borrowings, mainly under the 2021 Credit Agreement, which is subject to a variety of rates depending on the type and timing of funds borrowed (See Note 8 “Debt”). The Company does not believe it is exposed to material direct risks associated with changes in interest rates related to these deposits, investments and borrowings.
Adoption of New Accounting Standards
There were no recently adopted accounting standards which had a material impact on the Company’s consolidated financial position, results of operations, changes in stockholders’ equity and cash flows.
Pending Accounting Standards
From time to time, new accounting pronouncements are issued by the FASB or other standards-setting bodies that the Company will adopt according to the various timetables the FASB specifies. The Company believes the impact of recently issued standards that are not yet effective will not have a material impact on its consolidated financial position, results of operations and cash flows upon adoption.
2.    IMPACT OF THE INVASION OF UKRAINE
On February 24, 2022, Russian forces attacked Ukraine and its people and EPAM has repeatedly called for an immediate end to this unlawful and unconscionable attack. As of September 30, 2023, the Company had $65.3 million of Property and equipment, net in Ukraine consisting of a building classified as construction-in-progress located in Kyiv with a net book value of $51.5 million, laptops with a net book value of $7.6 million, most of which are in the possession of employees, various office furniture, equipment and supplies with a net book value of $4.8 million, and leasehold improvements located throughout Ukraine with a net book value of $1.4 million. Additionally, as of September 30, 2023, the Company had Operating lease right-of-use assets located throughout Ukraine with a net book value of $9.6 million. Through the issuance date of these interim financial statements, the Company is not aware of any damage to its long-lived assets in Ukraine and the Company expects to continue to use these assets as part of its global delivery model.
On March 4, 2022, the Company announced a $100.0 million humanitarian commitment to support its employees and their families in and displaced from Ukraine. This humanitarian commitment is in addition to donations from EPAM's customers and employees and the work of EPAM volunteers on the ground. During the three and nine months ended September 30, 2023, the Company expensed $3.6 million and $13.6 million, respectively, related to this commitment, which included special cash payments to support impacted employees, financial and medical support for impacted families, travel, meals and lodging expenses, and donations to third-party humanitarian organizations. Of the expensed amount for the three and nine months ended September 30, 2023, $3.0 million and $8.3 million, respectively, is classified in Cost of revenues (exclusive of depreciation and amortization), and $0.6 million and $5.3 million, respectively, is classified in Selling, general and administrative expenses on the condensed consolidated financial statements. During the three and nine months ended September 30, 2022, the Company expensed $4.5 million and $38.5 million, respectively, related to this commitment, which included special cash payments to support impacted employees, financial and medical support for impacted families, travel, meals and lodging expenses, and donations to third-party humanitarian organizations. Of this expensed amount for the three and nine months ended September 30, 2022, $2.9 million and $25.3 million, respectively, is classified in Cost of revenues (exclusive of depreciation and amortization), and $1.6 million and $13.2 million, respectively, is classified in Selling, general and administrative expenses on the condensed consolidated financial statements. As of September 30, 2023, the Company has $41.6 million remaining to be expensed under this humanitarian commitment.

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The Company executed its business continuity plans following the invasion to assist relocating employees residing in Ukraine and the surrounding region impacted by the war and geopolitical uncertainty to other countries and to assign delivery personnel in locations outside of the region to serve in unbilled standby or backup capacities to ensure the continuity of delivery for its customers who have substantial delivery exposure to Ukraine or other delivery concerns resulting from the invasion and ongoing war. In addition to costs incurred as part of EPAM’s humanitarian commitment to Ukraine, during the three and nine months ended September 30, 2023 the Company incurred $0.0 million and $9.4 million of expenses, respectively, related to these standby resources, classified as Cost of revenues (exclusive of depreciation and amortization). Also, during the three and nine months ended September 30, 2023 the Company incurred expenses of $0.4 million and $0.9 million, respectively, related to its geographic repositioning efforts, classified as Selling, general and administrative expenses.
During the three and nine months ended September 30, 2022, the Company incurred expenses of $1.0 million and $12.9 million, respectively, related to the standby resources, classified as Cost of revenues (exclusive of depreciation and amortization) and $4.4 million and $37.5 million, respectively, related to its geographic repositioning efforts, classified as Selling, general and administrative expenses. During the nine months ended September 30, 2022, the Company also recorded an impairment charge of $1.3 million, classified as Interest and other income, net related to a financial asset in Ukraine which the Company believed to be unrealizable due to the events in Ukraine.
In response to the attacks on Ukraine, EPAM announced on March 4, 2022, it would discontinue services to customers located in Russia. Based on this change in facts and circumstances, the long-term cash flow forecast for the Company’s operations in Russia and its Russia reporting unit were significantly reduced. The reduction in the long-term cash flow forecasts indicated that the carrying amounts of goodwill and long-lived assets associated with the Company’s Russia reporting unit and operations in Russia may not be recoverable, and the carrying value of these assets was tested for impairment. The Company relied on the income approach to estimate the fair values of the Russia reporting unit and long-lived assets and considered multiple scenarios including the continuing operation and exit of operations in Russia. Reflecting the negative long-term cash flow forecasts that each of these scenarios produced for these assets, during the three months ended March 31, 2022, the Company recorded impairments of Property and equipment, net of $15.1 million, Operating lease right-of-use assets, net of $3.8 million, and Goodwill of $0.7 million. These asset impairment charges are included in Selling, general and administrative expenses in the condensed consolidated financial statements for the nine months ended September 30, 2022.
Additionally, the Company evaluated trade receivables and contract assets for estimated future credit losses from customers located in Russia and recorded a bad debt expense of $5.7 million reflecting the deterioration of creditworthiness of its customers in Russia during the nine months ended September 30, 2022. Amounts recorded to bad debt expense during the three and nine months ended September 30, 2023 and three months ended September 30, 2022 related to customers located in Russia were not material. Also, during the three and nine months ended September 30, 2022, the Company incurred employee separation costs of $0.7 million and $16.9 million, respectively, in connection with the decision to exit its operations in Russia, with no such costs incurred during the three and nine months ended September 30, 2023.
On July 26, 2023, the Company completed the sale of its remaining holdings in Russia to a third-party. The Company recorded a loss on sale of $25.9 million during the third quarter of 2023, including the recognition of the accumulated currency translation loss related to this foreign entity that was previously included in Accumulated other comprehensive loss in the condensed consolidated financial statements.
3.ACQUISITIONS
2022 Acquisitions — During the year ended December 31, 2022, the Company completed two acquisitions with a total purchase price of $13.6 million including contingent consideration with acquisition-date fair value of $2.6 million. These acquisitions expanded EPAM’s capabilities to deliver end-to-end solutions for designing and building sophisticated commerce platforms, provided opportunities for geographic expansion as well as added $3.4 million of intangible assets, consisting of customer relationships. Pro forma results of operations have not been presented because the effect of these acquisitions on the Company’s condensed consolidated financial statements was not material individually or in the aggregate.
2023 Acquisition — During the three months ended September 30, 2023, the Company completed one acquisition with a total purchase price of $28.9 million including contingent consideration with acquisition-date fair value of $14.9 million. This acquisition expanded EPAM’s capabilities in software design and product development, as well as added $8.3 million of intangible assets, consisting of customer relationships. Pro forma results of operations have not been presented because the effect of this acquisition on the Company’s condensed consolidated financial statements was not material.
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4.GOODWILL
Goodwill by reportable segment was as follows:
North AmericaEuropeTotal
Balance as of January 1, 2023
$216,960 $312,112 $529,072 
2023 Acquisition20,537  20,537 
2022 Acquisitions purchase accounting adjustments 87 87 
Effect of net foreign currency exchange rate changes(24)(1,495)(1,519)
Balance as of September 30, 2023
$237,473 $310,704 $548,177 
The Russia segment had accumulated goodwill impairment losses of $2.9 million as of September 30, 2023 and December 31, 2022. There were no accumulated impairment losses in the North America or Europe reportable segments as of September 30, 2023 or December 31, 2022.

5.FAIR VALUE MEASUREMENTS
The Company carries certain assets and liabilities at fair value on a recurring basis on its condensed consolidated balance sheets. The following tables present the fair values of the Company’s financial assets and liabilities measured at fair value on a recurring basis as of September 30, 2023 and December 31, 2022:
As of September 30, 2023
BalanceLevel 1Level 2Level 3
Foreign exchange derivative assets$2,136 $ $2,136 $ 
Total assets measured at fair value on a recurring basis$2,136 $ $2,136 $ 
Foreign exchange derivative liabilities$5,789 $ $5,789 $ 
Contingent consideration28,150   28,150 
Total liabilities measured at fair value on a recurring basis
$33,939 $ $5,789 $28,150 
As of December 31, 2022
BalanceLevel 1Level 2Level 3
Foreign exchange derivative assets$12,191 $ $12,191 $ 
Rights to acquire noncontrolling interest in consolidated subsidiaries334   334 
Total assets measured at fair value on a recurring basis$12,525 $ $12,191 $334 
Foreign exchange derivative liabilities$9,350 $ $9,350 $ 
Contingent consideration24,308   24,308 
Total liabilities measured at fair value on a recurring basis
$33,658 $ $9,350 $24,308 
The foreign exchange derivatives are valued using pricing models and discounted cash flow methodologies based on observable foreign exchange data at the measurement date. See Note 6 “Derivative Financial Instruments” in the condensed consolidated interim financial statements for additional information regarding derivative financial instruments.

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The fair value of the contingent consideration was determined using a probability-weighted expected return method and is based on the expected future payments to be made to the sellers of the acquired businesses in accordance with the provisions outlined in the respective purchase agreements. Although there is significant judgment involved, the Company believes its estimates and assumptions are reasonable. In determining fair value, the Company considered a variety of factors, including future performance of the acquired businesses using financial projections developed by the Company and market risk assumptions that were derived for revenue growth and earnings before interest and taxes. The Company estimated future payments using the earnout formula and performance targets specified in the purchase agreements and adjusted those estimates to reflect the probability of their achievement. Those weighted-average estimated future payments were then discounted to present value using a rate based on the weighted-average cost of capital of guideline companies. The discount rates used to determine the fair value of contingent consideration both as of September 30, 2023 and December 31, 2022, were at a maximum of 20.0%, if a rate was applied. Changes in financial projections, market risk assumptions, discount rates or probability assumptions related to achieving the various earnout criteria would result in a change in the fair value of the recorded contingent liabilities. Such changes, if any, are recorded within Interest and other income, net in the Company’s condensed consolidated statement of income.
A reconciliation of the beginning and ending balances of Level 3 contingent consideration using significant unobservable inputs for the nine months ended September 30, 2023 is as follows:
Amount
Contingent consideration as of January 1, 2023
$24,308 
2023 Acquisition14,850 
Changes in fair value of contingent consideration included in Interest and other income, net1,814 
Payment of contingent consideration for previously acquired businesses(12,844)
Effect of foreign currency exchange rate changes, net22 
Contingent consideration as of September 30, 2023
$28,150 
Financial Assets and Liabilities Not Measured at Fair Value on a Recurring Basis
Estimates of fair value of financial instruments not carried at fair value on a recurring basis on the Company’s condensed consolidated balance sheets are generally subjective in nature and are determined as of a specific point in time based on the characteristics of the financial instruments and relevant market information. The generally short maturities of certain assets and liabilities result in a number of assets and liabilities for which fair value equals or closely approximates the amount recorded on the Company’s condensed consolidated balance sheets. The following tables present the estimated fair values of the Company’s financial assets and liabilities not measured at fair value on a recurring basis as of the dates indicated:
Fair Value Hierarchy
BalanceEstimated Fair ValueLevel 1Level 2Level 3
September 30, 2023
Financial Assets:
Cash equivalents:
Money market funds$154,147 $154,147 $154,147 $ $ 
Time deposits199,678 199,678  199,678  
Total cash equivalents$353,825 $353,825 $154,147 $199,678 $ 
Restricted cash$6,804 $6,804 $6,804 $ $ 
Time deposits included in Short-term investments$60,431 $60,431 $ $60,431 $ 
Financial Liabilities:
Borrowings under the 2021 Credit Agreement$25,000 $25,000 $ $25,000 $ 
Deferred consideration for asset acquisition$55,501 $55,501 $ $55,501 $ 
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Fair Value Hierarchy
BalanceEstimated Fair ValueLevel 1Level 2Level 3
December 31, 2022
Financial Assets:
Cash equivalents:
Money market funds$312,321 $312,321 $312,321 $ $ 
Total cash equivalents$312,321 $312,321 $312,321 $ $ 
Restricted cash$2,292 $2,292 $2,292 $ $ 
Time deposits included in Short-term investments$60,336 $60,336 $ $60,336 $ 
Financial Liabilities:
Borrowings under the 2021 Credit Agreement$25,000 $25,000 $ $25,000 $ 
Deferred consideration for asset acquisition$53,636 $53,636 $ $53,636 $ 
During the year ended December 31, 2022, the Company completed an asset acquisition of software licenses for use in the regular course of business for a purchase price of $66.1 million, which included an upfront payment of $13.3 million and fixed deferred consideration, payable in annual installments, with an acquisition-date fair value of $52.8 million. To estimate fair value, the future payments were discounted to present value using a discount rate based on the estimated borrowing rate of the Company. The weighted average discount rate used to determine the acquisition-date fair value was 5.2%. See Note 14 “Commitments and Contingencies” for more information regarding the deferred consideration.
Non-Marketable Securities Without Readily Determinable Fair Values
The Company holds investments in equity securities that do not have readily determinable fair values. These investments are recorded at cost and are remeasured to fair value based on certain observable price changes or impairment events as they occur. The carrying amount of these investments was $31.7 million and $28.4 million as of September 30, 2023 and December 31, 2022, respectively, and is classified as Other noncurrent assets in the Company’s condensed consolidated balance sheets.
6.DERIVATIVE FINANCIAL INSTRUMENTS
In the normal course of business, the Company uses derivative financial instruments to manage the risk of fluctuations in foreign currency exchange rates. The Company has a hedging program whereby it enters into a series of foreign exchange forward contracts with durations of twelve months or less that are designated as cash flow hedges of forecasted Polish zloty, Indian rupee and Hungarian forint transactions.
During the three months ended March 31, 2022, in response to the invasion of Ukraine, the Company de-designated its Russian ruble foreign exchange forward contracts as hedges and entered into offsetting foreign exchange forward contracts with the same counterparty. The Company determined it was probable the underlying forecasted foreign currency transactions which were hedged would not occur and reclassified the accumulated loss of $43.9 million on the underlying hedges into income which is classified as foreign exchange loss in the condensed consolidated statement of income. As of September 30, 2023, all of the Company’s Russian ruble foreign exchange forwards contracts had settled.
As of September 30, 2023, all of the Company’s foreign exchange forward contracts were designated as hedges and there is no financial collateral (including cash collateral) required to be posted by the Company related to the foreign exchange forward contracts.
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The fair value of derivative instruments on the Company’s condensed consolidated balance sheets as of September 30, 2023 and December 31, 2022 were as follows:
As of September 30, 2023As of December 31, 2022
Balance Sheet ClassificationAsset DerivativesLiability DerivativesAsset DerivativesLiability Derivatives
Foreign exchange forward contracts -
Designated as hedging instruments
Prepaid expenses and other current assets$2,136 $12,191 
Accrued expenses and other current liabilities$5,789 $1,445 
Foreign exchange forward contracts -
Not designated as hedging instruments
Accrued expenses and other current liabilities$ $7,905 

7.LEASES
The Company leases office space, corporate apartments, office equipment, and vehicles. Many of the Company’s leases contain variable payments including changes in base rent and charges for common area maintenance or other miscellaneous expenses. Due to this variability, the cash flows associated with these variable payments are not included in the minimum lease payments used in determining the right-of-use assets and associated lease liabilities and are recognized in the period in which the obligation for such payments is incurred. The Company’s leases have remaining lease terms ranging from 0.1 to 8.3 years. Certain lease agreements, mainly for office space, include options to extend or terminate the lease before the expiration date. The Company considers such options when determining the lease term when it is reasonably certain that the Company will exercise that option. The Company leases and subleases a portion of its office space to third parties. Lease income and sublease income were immaterial for the three and nine months ended September 30, 2023 and 2022. See Note 2 “Impact of the Invasion of Ukraine” for discussion of impairment of right-of-use assets in Russia.

During the three and nine months ended September 30, 2023 and 2022, the components of lease expense were as follows:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
Income Statement Classification2023202220232022
Operating lease costSelling, general and administrative expenses$11,592 $12,204 $34,725 $40,303 
Variable lease costSelling, general and administrative expenses2,905 2,263 9,941 7,791 
Short-term lease costSelling, general and administrative expenses998 916 4,609 3,382 
Total lease cost$15,495 $15,383 $49,275 $51,476 
Supplemental cash flow information related to leases for the three and nine months ended September 30, 2023 and 2022 was as follows:
Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
Cash paid for amounts included in the measurement of lease liabilities:
Operating cash flows used for operating leases$12,383 $13,024 $37,628 $43,490 
Right-of-use assets obtained in exchange for lease obligations:
Operating leases$3,815 $6,111 $10,843 $30,843 
Non-cash net increase/(decrease) due to lease modifications:
Operating lease right-of-use assets$1,312 $3,260 $7,203 $(2,587)
Operating lease liabilities$1,276 $3,163 $7,416 $(3,946)
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Weighted average remaining lease term and discount rate as of September 30, 2023 and 2022 were as follows:
 As of September 30, 2023As of September 30, 2022
Weighted average remaining lease term, in years:
Operating leases5.05.5
Weighted average discount rate:
Operating leases3.9 %2.4 %
As of September 30, 2023, operating lease liabilities will mature as follows:
Year ending December 31,Lease Payments
2023 (excluding nine months ended September 30, 2023)
$11,491 
202441,039 
202532,609 
202626,005 
202716,942 
Thereafter32,083 
Total lease payments160,169 
Less: imputed interest(13,543)
Total$146,626 
The Company had committed to payments of $12.3 million related to operating lease agreements that had not yet commenced as of September 30, 2023. These operating leases will commence on various dates during 2023 and 2024 with lease terms ranging from 0.2 to 7.3 years. The Company did not have any material finance lease agreements that had not yet commenced.
8.DEBT
Revolving Credit Facility — On October 21, 2021, the Company replaced its 2017 credit facility with a new unsecured credit agreement (the “2021 Credit Agreement”) with PNC Bank, National Association; PNC Capital Markets LLC; Citibank N.A.; Wells Fargo Bank, National Association; Santander Bank, N.A.; and Raiffeisen Bank International AG (collectively the “Lenders”). The 2021 Credit Agreement provides for a revolving credit facility (the “2021 Revolving Facility”) with a borrowing capacity of $700.0 million, with the potential to increase the borrowing capacity up to $1.000 billion if certain conditions are met. The 2021 Credit Agreement matures on October 21, 2026.
Borrowings under the 2021 Revolving Facility may be denominated in U.S. dollars or up to a maximum of $150.0 million equivalent in British pounds sterling, Canadian dollars, euros or Swiss francs and other currencies as may be approved by the administrative agent and the Lenders. Borrowings under the 2021 Revolving Facility bear interest at either a base rate or Euro-rate plus a margin based on the Company’s leverage ratio. The base rate is equal to the highest of (a) the Overnight Bank Funding Rate, plus 0.5%, (b) the Prime Rate, or (c) the Daily Simple SOFR Rate, plus 1.0%, so long as the Daily Simple SOFR Rate is offered, ascertainable and not unlawful.
The 2021 Credit Agreement includes customary business and financial covenants that may restrict the Company’s ability to make or pay dividends (other than certain intercompany dividends) if a potential or an actual event of default has occurred or would be triggered. As of September 30, 2023, the Company was in compliance with all covenants contained in the 2021 Credit Agreement.
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The following table presents the outstanding debt and borrowing capacity of the Company under the 2021 Credit Agreement:
 As of
September 30,
2023
As of
December 31,
2022
Outstanding debt$25,000 $25,000 
Interest rate6.3 %5.2 %
Available borrowing capacity$675,000 $675,000 
Maximum borrowing capacity$700,000 $700,000 

9.COST OPTIMIZATION PROGRAM
During the third quarter ended September 30, 2023 the Company initiated a Cost Optimization Program to streamline operations and optimize corporate functions. This program is expected to include workforce reduction and closure of underutilized facilities.
The Company recorded $7.1 million of expenses during the three and nine months ended September 30, 2023 which are classified in Selling, general and administrative expenses in the condensed consolidated statements of income. The Company did not allocate these charges to individual segments as they are not considered by the chief operating decision maker during the review of segment results. Accordingly, such expenses are separately disclosed in our segment reporting as “Other unallocated expenses” (See Note 15 “Segment Information”).
Activity in the Company’s restructuring reserves was as follows:
Balance at December 31, 2022ChargesPayments MadeBalance at September 30. 2023
2023 Cost Optimization Program
Employee separation costs $ $7,116$(3,379)$3,737
Total $ $7,116$(3,379)$3,737 

The Company expects to complete all restructuring actions commenced during the three months ended September 30, 2023 by the end of the first quarter of 2024 and to incur additional charges of approximately $15.0 million related primarily to employee severance and facility exit costs. The actual amount and timing of severance and other costs are dependent in part upon local country consultation processes and regulations and may differ from our current expectations and estimates.


10.REVENUES
Disaggregation of Revenues
The following tables present the disaggregation of the Company’s revenues by customer location, including a reconciliation of the disaggregated revenues with the reportable segments (Note 15 “Segment Information”) for the periods indicated:
Three Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Customer Locations
Americas$654,717 $22,693 $ $677,410 
EMEA29,251 416,986  446,237 
APAC786 24,265  25,051 
CEE24 1,869 1,545 3,438 
        Revenues$684,778 $465,813 $1,545 $1,152,136 
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Nine Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Customer Locations
Americas$1,991,871 $73,797 $631 $2,066,299 
EMEA80,252 1,289,007  1,369,259 
APAC2,161 73,919  76,080 
CEE522 5,679 15,444 21,645 
        Revenues$2,074,806 $1,442,402 $16,075 $3,533,283 

Three Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Customer Locations
Americas$723,015 $23,575 $501 $747,091 
EMEA22,621 415,595  438,216 
APAC1,237 30,139  31,376 
CEE1,510 700 8,027 10,237 
        Revenues$748,383 $470,009 $8,528 $1,226,920 

Nine Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Customer Locations
Americas$2,080,752 $72,351 $2,393 $2,155,496 
EMEA70,909 1,212,144 99 1,283,152 
APAC2,813 88,321  91,134 
CEE5,277 1,107 57,229 63,613 
        Revenues$2,159,751 $1,373,923 $59,721 $3,593,395 
The following tables present the disaggregation of the Company’s revenues by industry vertical, including a reconciliation of the disaggregated revenues with the reportable segments (Note 15 “Segment Information”) for the periods indicated:
Three Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Industry Verticals
Travel & Consumer$115,778 $146,837 $342 $262,957 
Financial Services131,499 114,122 814 246,435 
Business Information & Media104,863 78,983 15 183,861 
Software & Hi-Tech136,520 37,545 281 174,346 
Life Sciences & Healthcare109,137 15,143 (36)124,244 
Emerging Verticals86,981 73,183 129 160,293 
        Revenues$684,778 $465,813 $1,545 $1,152,136 

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Nine Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Industry Verticals
Travel & Consumer$359,475 $451,531 $3,770 $814,776 
Financial Services410,527 358,091 7,450 776,068 
Business Information & Media327,378 248,351 196 575,925 
Software & Hi-Tech422,073 115,137 1,545 538,755 
Life Sciences & Healthcare305,700 44,123 120 349,943 
Emerging Verticals249,653 225,169 2,994 477,816 
        Revenues$2,074,806 $1,442,402 $16,075 $3,533,283 

Three Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Industry Verticals
Travel & Consumer$131,181 $147,271 $1,950 $280,402 
Financial Services134,673 115,372 4,741 254,786 
Business Information & Media121,703 87,028 167 208,898 
Software & Hi-Tech170,818 34,513 59 205,390 
Life Sciences & Healthcare116,878 12,569 228 129,675 
Emerging Verticals73,130 73,256 1,383 147,769 
        Revenues$748,383 $470,009 $8,528 $1,226,920 
Nine Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Industry Verticals
Travel & Consumer$384,360 $424,140 $13,539 $822,039 
Financial Services381,887 345,468 38,477 765,832 
Business Information & Media346,675 253,610 786 601,071 
Software & Hi-Tech488,134 100,814 1,248 590,196 
Life Sciences & Healthcare344,148 37,378 444 381,970 
Emerging Verticals214,547 212,513 5,227 432,287 
        Revenues$2,159,751 $1,373,923 $59,721 $3,593,395 
The following tables present the disaggregation of the Company’s revenues by contract type including a reconciliation of the disaggregated revenues with the Company’s reportable segments (Note 15 “Segment Information”) for the periods indicated:
Three Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Contract Types
Time-and-material$602,765 $391,479 $1,355 $995,599 
Fixed-price73,640 73,226 190 147,056 
Licensing and other revenues8,373 1,108  9,481 
        Revenues$684,778 $465,813 $1,545 $1,152,136 
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Nine Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Contract Types
Time-and-material$1,854,159 $1,233,271 $11,168 $3,098,598 
Fixed-price202,144 205,897 4,873 412,914 
Licensing and other revenues18,503 3,234 34 21,771 
        Revenues$2,074,806 $1,442,402 $16,075 $3,533,283 

Three Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Contract Types
Time-and-material$673,927 $405,030 $5,887 $1,084,844 
Fixed-price69,565 64,426 2,424 136,415 
Licensing and other revenues4,891 553 217 5,661 
        Revenues$748,383 $470,009 $8,528 $1,226,920 
Nine Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Contract Types
Time-and-material$1,955,361 $1,172,981 $39,226 $3,167,568 
Fixed-price192,322 198,641 20,195 411,158 
Licensing and other revenues12,068 2,301 300 14,669 
        Revenues$2,159,751 $1,373,923 $59,721 $3,593,395 

Timing of Revenue Recognition
The following tables present the timing of revenue recognition reconciled with the Company’s reportable segments (Note 15 “Segment Information”) for the periods indicated:
Three Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Timing of Revenue Recognition
Transferred over time$682,410 $465,286 $1,545 $1,149,241 
Transferred at a point of time2,368 527  2,895 
        Revenues$684,778 $465,813 $1,545 $1,152,136 
Nine Months Ended September 30, 2023
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Timing of Revenue Recognition
Transferred over time$2,066,081 $1,440,682 $16,042 $3,522,805 
Transferred at a point of time8,725 1,720 33 10,478 
        Revenues$2,074,806 $1,442,402 $16,075 $3,533,283 

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Three Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Timing of Revenue Recognition
Transferred over time$746,352 $468,118 $8,316 $1,222,786 
Transferred at a point of time2,031 1,891 212 4,134 
        Revenues$748,383 $470,009 $8,528 $1,226,920 
Nine Months Ended September 30, 2022
Reportable Segments
North AmericaEuropeRussiaConsolidated Revenues
Timing of Revenue Recognition
Transferred over time$2,153,772 $1,371,390 $59,447 $3,584,609 
Transferred at a point of time5,979 2,533 274 8,786 
        Revenues$2,159,751 $1,373,923 $59,721 $3,593,395 
During the three and nine months ended September 30, 2023, the Company recognized $9.2 million and $7.1 million, respectively, of revenues from performance obligations satisfied in previous periods compared to $12.3 million and $7.2 million during the three and nine months ended September 30, 2022, respectively.
The following table includes the estimated revenues expected to be recognized in the future related to performance obligations that are partially or fully unsatisfied as of September 30, 2023. The Company applies a practical expedient and does not disclose the value of unsatisfied performance obligations for contracts (i) that have an original expected duration of one year or less and (ii) for which it recognizes revenues at the amount to which it has the right to invoice for services provided.
Less than 1 year1 Year2 Years3 YearsTotal
Contract Type
Fixed-price$12,016 $2,930 $931 $ $15,877 
The Company applies a practical expedient and does not disclose the amount of the transaction price allocated to the remaining performance obligations nor provide an explanation of when the Company expects to recognize that amount as revenue for certain variable consideration.

Contract Balances
The following table provides information on the classification of contract assets and liabilities in the condensed consolidated balance sheets:
 As of
September 30,
2023
As of
December 31,
2022
Contract assets included in Trade receivables and contract assets, net$29,331 $11,490 
Contract liabilities included in Accrued expenses and other current liabilities$26,904 $36,036 
Contract liabilities included in Other noncurrent liabilities$630 $42 
Contract assets comprise amounts where the Company’s right to bill is contingent on something other than the passage of time such as achievement of contractual milestones. Contract assets have increased from December 31, 2022 primarily due to contracts where the Company’s right to bill is contingent upon achievement of contractual milestones. Contract liabilities comprise amounts collected from the Company’s customers for revenues not yet earned and such amounts are anticipated to be recorded as revenues when services are performed in subsequent periods. Contract liabilities have decreased from December 31, 2022 primarily due to completion of services performed for customers during the first nine months of 2023.
During the three and nine months ended September 30, 2023, the Company recognized $3.1 million and $27.4 million, respectively, of revenues that were included in Accrued expenses and other current liabilities at December 31, 2022. During the three and nine months ended September 30, 2022, the Company recognized $2.0 million and $34.0 million, respectively, of revenues that were included in Accrued expenses and other current liabilities at December 31, 2021.
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11.STOCKHOLDERS’ EQUITY

Stock-Based Compensation
The following table summarizes the components of stock-based compensation expense recognized in the Company’s condensed consolidated statements of income for the periods indicated:
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Cost of revenues (exclusive of depreciation and amortization)$18,142 $17,474 $49,569 $31,782 
Selling, general and administrative expenses19,705 15,813 59,967 36,510 
Total$37,847 $33,287 $109,536 $68,292 
Stock Options
Stock option activity under the Company’s plans is set forth below:
 Number of
Options 
Weighted Average
Exercise Price 
Aggregate
Intrinsic Value 
Weighted Average
Remaining Contractual Term (in years)
Options outstanding at January 1, 2023
1,923 $98.92 
Options granted114 $295.73 
Options exercised(292)$34.59 
Options forfeited(3)$304.41 
Options expired(4)$332.74 
Options outstanding at September 30, 2023
1,738 $121.77 $253,440 3.5
Options vested and exercisable as of September 30, 2023
1,452 $88.07 $250,628 2.5
Options expected to vest as of September 30, 2023
270 $292.64 $2,739 8.5
As of September 30, 2023, $26.5 million of total remaining unrecognized stock-based compensation cost related to unvested stock options, net of estimated forfeitures, is expected to be recognized over the weighted-average remaining requisite service period of 2.3 years.

Restricted Stock and Restricted Stock Units
Service-Based Awards
The table below summarizes activity related to the Company’s equity-classified and liability-classified service-based awards for the nine months ended September 30, 2023:
Equity-Classified
Equity-Settled
Restricted Stock Units
Liability-Classified
Cash-Settled
Restricted Stock Units
 
Number of
Shares 
Weighted Average Grant Date
Fair Value Per Share 
Number of
Shares 
Weighted Average Grant Date
Fair Value Per Share 
Unvested service-based awards outstanding at January 1, 2023
916 $291.19 99 $257.74 
Awards granted502 $296.40 36 $299.00 
Awards modified(15)$278.52 15 $305.59 
Awards vested(305)$270.64 (44)$239.75 
Awards forfeited/cancelled(67)$306.98 (4)$244.87 
Unvested service-based awards outstanding at September 30, 2023
1,031 $298.95 102 $287.41 
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As of September 30, 2023, $225.8 million of total remaining unrecognized stock-based compensation cost related to service-based equity-classified restricted stock units (“RSUs”), net of estimated forfeitures, is expected to be recognized over the weighted-average remaining requisite service period of 2.7 years.
As of September 30, 2023, $19.3 million of total remaining unrecognized stock-based compensation cost related to service-based liability-classified cash-settled RSUs, net of estimated forfeitures, is expected to be recognized over the weighted-average remaining requisite service period of 2.5 years.
The liability associated with the service-based liability-classified RSUs as of September 30, 2023 and December 31, 2022, was $4.4 million and $10.2 million, respectively, and was classified as Accrued compensation and benefits expenses in the condensed consolidated balance sheets.
Performance-Based Awards
The table below summarizes activity related to the Company’s equity-classified performance-based awards for the nine months ended September 30, 2023:
Equity-Classified
Equity-Settled
Restricted Stock
Equity-Classified
Equity-Settled
Restricted Stock Units
 
Number of
Shares 
Weighted Average Grant Date
Fair Value Per Share 
Number of
Shares 
Weighted Average Grant Date
Fair Value Per Share 
Unvested performance-based awards outstanding at January 1, 2023
9 $165.87 15 $412.60 
Awards vested(9)$165.87 (1)$438.26 
Awards forfeited/cancelled  (1)$363.93 
Unvested performance-based awards outstanding at September 30, 2023
 $ 13 $413.14 
As of September 30, 2023, $2.4 million of total remaining unrecognized stock-based compensation cost related to performance-based equity-classified RSUs is expected to be recognized over the weighted-average remaining requisite service period of 2.2 years.

2021 Employee Stock Purchase Plan
The 2021 Employee Stock Purchase Plan ("ESPP") enables eligible employees to purchase shares of EPAM’s common stock at a discount at the end of each designated offering period, which occurs every six months in April and November. The purchase price is equal to 85% of the fair market value of a share of EPAM’s common stock on the first date of an offering or the date of purchase, whichever is lower. During the nine months ended September 30, 2023, the ESPP participants purchased 77 thousand shares of common stock under the ESPP. During the nine months ended September 30, 2022, the ESPP participants purchased 55 thousand shares of common stock under the ESPP.
The Company recognizes compensation expense related to share issuances pursuant to the ESPP on a straight-line basis over the six-month offering period. For the three and nine months ended September 30, 2023, the Company recognized $3.1 million and $9.7 million, respectively, of stock-based compensation expense related to the ESPP. For the three and nine months ended September 30, 2022, the Company recognized $4.7 million and $10.0 million, respectively, of stock-based compensation expense related to the ESPP. As of September 30, 2023, total unrecognized stock-based compensation cost related to the ESPP was $1.1 million, which is expected to be recognized over a period of 0.1 years.
Commitments for Future Equity Awards
In connection with the Company’s acquisitions of businesses as discussed in Note 3 “Acquisitions”, EPAM enters into agreements that contractually commit it to granting equity awards at future dates. The agreements are unique to each acquisition and terms vary to specify the number of future awards to be issued or a monetary value that will be settled with equity awards valued at future stock prices.

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As of September 30, 2023, the Company has commitments to grant up to $25.4 million of equity awards with the number of awards to be determined based on future stock prices. These awards contain performance criteria that will determine the number of future awards to be issued and there is a service-based vesting requirement after the grant date associated with these awards. As these awards are considered granted for accounting purposes, in determining the expense, the Company adjusts the expected settlement based on the probability of achievement of the performance criteria. Related to these awards, the amount of stock-based compensation expense recorded in the condensed consolidated statements of income for the three months ended September 30, 2023 was not material.
Share Repurchases
On February 13, 2023, the Board of Directors authorized a share repurchase program for up to $500.0 million of the Company's outstanding common stock. EPAM may repurchase shares of its common stock on a discretionary basis from time to time through open market purchases, privately negotiated transactions or other means, including through the use of trading plans intended to qualify under Rule 10b5-1 under the Securities Exchange Act of 1934, as amended. The timing and total amount of stock repurchases will depend upon business, economic and market conditions, corporate and regulatory requirements, prevailing stock prices, and other considerations. The share repurchase program has a term of 24 months, may be suspended or discontinued at any time, and does not obligate the company to acquire any amount of common stock.
During the three and nine months ended September 30, 2023, the Company repurchased 318 thousand and 543 thousand shares of its common stock for $78.5 million and $128.4 million, respectively, in cash. All of the repurchased shares have been retired. As of September 30, 2023, a remaining balance of $371.6 million was available for purchases of the Company’s common stock under the share repurchase program authorized by the Company’s Board of Directors.

12.INCOME TAXES
In determining its interim provision for income taxes, the Company uses an estimated annual effective tax rate, which is based on expected annual profit before tax, statutory tax rates and tax planning opportunities available in the various jurisdictions in which the Company operates. Certain significant or unusual items are separately recognized in the quarter in which they occur and can be a source of variability in the effective tax rates from quarter to quarter.
The Company’s worldwide effective tax rate for the three months ended September 30, 2023 and 2022 was 26.3% and 18.4%, respectively, and 21.9% and 13.6% during the nine months ended September 30, 2023 and 2022, respectively. The Company’s effective tax rate benefited from excess tax benefits recorded upon vesting or exercise of stock-based awards of $1.7 million and $10.9 million during the three months ended September 30, 2023 and 2022, respectively, and $15.1 million and $31.4 million during the nine months ended September 30, 2023 and 2022, respectively. Additionally, during the three and nine months ended September 30, 2022, the Company’s effective tax rate benefited from the recognition of one-time benefits of $1.3 million and $8.5 million, respectively, resulting from the Company’s decision to change the tax status and to classify certain of its foreign subsidiaries as disregarded entities for U.S. income tax purposes. During the three and nine months ended September 30, 2023, the Company’s effective tax rate increased due to a $3.6 million charge in the third quarter associated with the completion of EPAM’s exit from Russia.
13.EARNINGS PER SHARE
Basic earnings per share is computed by dividing net income available to common shareholders by the weighted-average number of shares of common stock outstanding during the period. For purposes of computing basic earnings per share, any unvested shares of restricted stock that have been issued by the Company and are contingently returnable to the Company are excluded from the weighted-average number of shares of common stock outstanding during the period. Diluted earnings per share is computed by dividing net income available to common shareholders by the weighted-average number of shares of common stock outstanding during the period increased to include the number of additional shares of common stock that would have been outstanding if the potentially dilutive securities had been issued. Potentially dilutive securities include outstanding stock options, unvested restricted stock, unvested equity-settled RSUs and the stock to be issued under the Company’s ESPP. The dilutive effect of potentially dilutive securities is reflected in diluted earnings per share by application of the treasury stock method.
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The following table sets forth the computation of basic and diluted earnings per share of common stock as follows:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
Numerator for basic and diluted earnings per share:
Net income$97,204 $156,054 $319,529 $264,377 
Numerator for basic and diluted earnings per share$97,204 $156,054 $319,529 $264,377 
Denominator:  
Weighted average common shares for basic earnings per share57,853 57,420 57,850 57,194 
Net effect of dilutive stock options, restricted stock units, restricted stock awards and stock issuable under the ESPP1,095 1,937 1,293 1,914 
Weighted average common shares for diluted earnings per share
58,948 59,357 59,143 59,108 
Net income per share:  
Basic$1.68 $2.72 $5.52 $4.62 
Diluted$1.65 $2.63 $5.40 $4.47 
The number of shares underlying equity-based awards that were excluded from the calculation of diluted earnings per share as their effect would be anti-dilutive was 452 thousand and 410 thousand during the three and nine months ended September 30, 2023, respectively.
The number of shares underlying equity-based awards that were excluded from the calculation of diluted earnings per share as their effect would be anti-dilutive was 158 thousand and 252 thousand during the three and nine months ended September 30, 2022, respectively.
14.COMMITMENTS AND CONTINGENCIES
Indemnification Obligations  In the normal course of business, the Company is a party to a variety of agreements under which it may be obligated to indemnify the other party for certain matters. These obligations typically arise in contracts where the Company customarily agrees to hold the other party harmless against losses arising from a breach of representations or covenants for certain matters, infringement of third-party intellectual property rights, data privacy violations, and certain tortious conduct in the course of providing services. The duration of these indemnifications varies, and in certain cases, is indefinite.
The Company is unable to reasonably estimate the maximum potential amount of future payments under these or similar agreements due to the unique facts and circumstances of each agreement and the fact that certain indemnifications provide for no limitation to the maximum potential future payments under the indemnification. Management is not aware of any such matters that would have a material effect on the condensed consolidated financial statements of the Company.
Litigation — From time to time, the Company is involved in litigation, claims or other contingencies arising in the ordinary course of business. The Company accrues a liability when a loss is considered probable and the amount can be reasonably estimated. When a material loss contingency is reasonably possible but not probable, the Company does not record a liability, but instead discloses the nature and the amount of the claim, and an estimate of the loss or range of loss, if such an estimate can be made. Legal fees are expensed as incurred. In the opinion of management, the outcome of any existing claims and legal or regulatory proceedings, if decided adversely, is not expected to have a material effect on the Company’s business, financial condition, results of operations or cash flows.
Ukraine Humanitarian Commitment — On March 4, 2022, EPAM announced that it has established a $100.0 million humanitarian commitment to support its employees in Ukraine and their families. See Note 2 “Impact of the Invasion of Ukraine” for more information regarding commitments to humanitarian aid for Ukraine.


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Deferred Consideration — During the year ended December 31, 2022, the Company purchased software licenses for use in the regular course of business in exchange for an upfront payment and fixed, future annual payments due over the next 4 years. As of September 30, 2023, the undiscounted deferred consideration amounts owed totaled approximately $60.0 million and are expected to be paid as follows: $14.2 million during the remainder of 2023, $14.0 million in 2024, $15.1 million in 2025, and $16.7 million in 2026.
Contractual Commitment — On March 31, 2023, the Company entered into a 5-year agreement for cloud services through which it committed to spending at least $75.0 million over the term of the agreement. The Company has the ability to cancel the commitment whereby it would incur a cancellation penalty of 20% of the remaining contractual commitment.

15.SEGMENT INFORMATION
The Company determines its business segments and reports segment information in accordance with how the Company’s chief operating decision maker (“CODM”) organizes the segments to evaluate performance, allocate resources and make business decisions. Segment results are based on the segment’s revenues and operating profit, where segment operating profit is defined as income from operations before unallocated costs. Expenses included in segment operating profit consist principally of direct selling and delivery costs as well as an allocation of certain shared services expenses. Certain corporate expenses are not allocated to specific segments as these expenses are not controllable at the segment level. Such expenses include certain types of professional fees, certain taxes included in operating expenses, compensation to non-employee directors and certain other general and administrative expenses, including compensation of specific groups of non-production employees. In addition, the Company does not allocate amortization of intangible assets acquired through business combinations, goodwill and other asset impairment charges, stock-based compensation expenses, acquisition-related costs and certain other one-time charges and benefits. These unallocated amounts are combined with total segment operating profit to arrive at consolidated income from operations as reported below in the reconciliation of segment operating profit to consolidated income before provision for income taxes. Additionally, management has determined that it is not practical to allocate identifiable assets by segment since such assets are used interchangeably among the segments.
The Company manages its business primarily based on the managerial responsibility for its client base and market. As managerial responsibility for a particular customer relationship generally correlates with the customer’s geographic location, there is a high degree of similarity between customer locations and the geographic boundaries of the Company’s reportable segments. In some cases, managerial responsibility for a particular customer is assigned to a management team in another region and is usually based on the strength of the relationship between customer executives and particular members of EPAM’s senior management team. In such cases, the customer’s activity would be reported through the management team’s reportable segment.
On July 26, 2023, the Company completed the sale of its remaining holdings in Russia to a third party. As a result of this sale, the Company no longer has operations associated with this segment. See Note 2 “Impact of the Invasion of Ukraine” for more information.
Revenues from external customers and operating profit/(loss), before unallocated expenses, by reportable segment for the three and nine months ended September 30, 2023 and 2022, were as follows:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
Segment revenues:
North America$684,778 $748,383 $2,074,806 $2,159,751 
Europe465,813 470,009 1,442,402 1,373,923 
Russia1,545 8,528 16,075 59,721 
Total segment revenues$1,152,136 $1,226,920 $3,533,283 $3,593,395 
Segment operating profit/(loss):  
North America$132,438 $175,845 $386,929 $429,999 
Europe64,074 64,813 188,779 156,920 
Russia(118)1,507 (5,866)(16,315)
Total segment operating profit$196,394 $242,165 $569,842 $570,604 
Intersegment transactions were excluded from the above on the basis that they are neither included in the measure of a segment’s profit and loss results, nor considered by the CODM during the review of segment results.
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There were no customers that accounted for more than 10% of total segment revenues during the three and nine months ended September 30, 2023 and 2022.
Reconciliation of segment operating profit to consolidated income before provision for income taxes is presented below:
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Total segment operating profit:$196,394 $242,165 $569,842 $570,604 
Unallocated amounts:
Stock-based compensation expense(37,847)(33,287)(109,536)(68,292)
Amortization of intangibles assets(5,688)(5,584)(16,708)(16,584)
Other acquisition-related expenses (867)(265)(2,448)(934)
Loss on sale of business(25,922) (25,922) 
Other unallocated expenses(12,042)(22,802)(36,483)(82,305)
Income from operations114,028 180,227 378,745 402,489 
Interest and other income, net13,931 4,228 37,162 5,642 
Foreign exchange gain/(loss)3,893 6,691 (6,725)(102,035)
Income before provision for income taxes$131,852 $191,146 $409,182 $306,096 

Geographic Area Information
Long-lived assets presented in the table below include property and equipment, net of accumulated depreciation and amortization, and management has determined that it is not practical to allocate these assets by segment since such assets are used interchangeably among the segments. Physical locations and values of the Company’s long-lived assets are presented below:
As of
September 30,
2023
As of
December 31,
2022
Ukraine$65,277 $70,183 
United States56,995 68,804 
Belarus51,761 57,311 
Poland12,213 14,685 
India6,856 8,506 
Hungary6,752 8,552 
Other 39,800 45,307 
Total$239,654 $273,348 
See Note 2 “Impact of the Invasion of Ukraine” for more information regarding the Company’s decisions to no longer serve customers in Russia, impairment of long-lived assets in Russia and the sale of its holdings in Russia.
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The table below presents information about the Company’s revenues by customer location for the three and nine months ended September 30, 2023 and 2022:
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
United States$652,757 $715,314 $1,981,816 $2,059,293 
United Kingdom140,718 160,683 448,526 463,610 
Switzerland91,504 76,191 270,862 237,247 
Netherlands59,020 56,996 176,528 158,054 
Germany44,843 40,116 132,606 116,379 
Canada21,808 29,145 76,125 87,985 
Russia1,545 8,013 13,290 56,692 
Other locations139,941 140,462 433,530 414,135 
Total$1,152,136 $1,226,920 $3,533,283 $3,593,395 

16.ACCUMULATED OTHER COMPREHENSIVE LOSS
The following table summarizes the changes in the accumulated balances for each component of accumulated other comprehensive loss:
Three Months Ended
September 30,
Nine Months Ended
September 30,
2023202220232022
Foreign currency translation
Beginning balance$(81,158)$(68,469)$(101,780)$(52,747)
Foreign currency translation(33,292)(69,674)(9,231)(82,812)
Net loss reclassified into Loss on sale of business23,931  23,931  
Income tax benefit3,560 12,751 121 10,167 
Foreign currency translation, net of tax(5,801)(56,923)14,821 (72,645)
Ending balance$(86,959)$(125,392)$(86,959)$(125,392)
Cash flow hedging instruments
Beginning balance$10,920 $(9,845)$8,306 $(3,417)
Unrealized (loss)/ gain in fair value(8,805)(15,222)7,028 (72,827)
Net (gain)/ loss reclassified into Cost of revenues (exclusive of depreciation and amortization)(8,764)8,186 (21,248)13,647 
Net (gain)/ loss reclassified into Foreign exchange loss(211)112 (178)43,940 
Income tax benefit4,036 1,572 3,268 3,460 
Cash flow hedging instruments, net of tax(13,744)(5,352)(11,130)(11,780)
Ending balance(1)
$(2,824)$(15,197)$(2,824)$(15,197)
Defined benefit plans
Beginning balance$(1,847)$1,957 $(1,847)$1,957 
Ending balance$(1,847)$1,957 $(1,847)$1,957 
Accumulated other comprehensive loss$(91,630)$(138,632)$(91,630)$(138,632)
(1) As of September 30, 2023, the ending balance of net unrealized loss related to derivatives designated as cash flow hedges is expected to be reclassified into Cost of revenues (exclusive of depreciation and amortization) in the next twelve months.     
        
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Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion and analysis of our financial condition and results of operations together with our Annual Report on Form 10-K for the year ended December 31, 2022 and the unaudited condensed consolidated financial statements and the related notes included elsewhere in this quarterly report. In addition to historical information, this discussion contains forward-looking statements that involve risks, uncertainties and assumptions that could cause actual results to differ materially from management’s expectations. Factors that could cause such differences are discussed in the sections entitled “Forward-Looking Statements” in this item and in “Part I. Item 1A. Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2022. We assume no obligation to update any of these forward-looking statements.
In this quarterly report, “EPAM,” “EPAM Systems, Inc.,” the “Company,” “we,” “us” and “our” refer to EPAM Systems, Inc. and its consolidated subsidiaries.
“EPAM” is a trademark of EPAM Systems, Inc. All other trademarks and service marks used herein are the property of their respective owners.
Executive Summary
We are a leading digital transformation services and product engineering company, providing digital platform engineering and software development services to many of the world’s leading organizations.
We deliver business and technology transformation from start to finish, leveraging agile methodologies, proven customer collaboration frameworks, engineering excellence tools, hybrid teams and our award-winning proprietary global delivery platform. We leverage our software engineering heritage with strategic business and innovation consulting, design thinking, and physical-digital capabilities to deliver real business value to our customers. Our customers depend on us to solve their complex technical challenges and rely on our expertise in core engineering, advanced technology, digital design and intelligent enterprise development. We focus on building long-term partnerships with our customers in a market that is constantly challenged by the pressures of digitization through our innovative strategy and scalable software solutions, integrated advisory, business consulting and experience design, and a continually evolving mix of advanced capabilities. Through increased specialization in focused verticals and a continued emphasis on strategic partnerships, we are leveraging our roots in software engineering to grow as a recognized brand in software development and end-to-end digital transformation services for our customers.
Our global delivery model and centralized support functions, combined with the benefits of scale from the shared use of fixed-cost resources, enhance our productivity levels and enable us to better manage the efficiency of our global operations. As a result, we have created a delivery base whereby our applications, tools, methodologies and infrastructure allow us to seamlessly deliver services and solutions from our delivery centers to global customers across all geographies. Our teams of developers, architects, consultants, strategists, engineers, designers, and product experts have the capabilities and skill sets to deliver business results.
Business Update Regarding the War in Ukraine
On February 24, 2022, Russian forces attacked Ukraine and its people and EPAM has repeatedly called for an immediate end to this unlawful and unconscionable attack. EPAM’s highest priority is the safety and security of its employees and their families in Ukraine as well as the broader region, and we have continued to support relocating our employees to lower risk locations, both in Ukraine and to other countries where we operate. The vast majority of our Ukraine employees are in safe locations and operating at levels of productivity consistent with those achieved prior to the attack. As of September 30, 2023, Ukraine remains the delivery location with the most delivery professionals. Furthermore, we have maintained our $100 million humanitarian aid commitment to our people in Ukraine in addition to our other donations and volunteer efforts.
Prior to the attack in February 2022, Russia was our third largest delivery location by the number of delivery professionals. In April 2022, the Company announced the beginning of a phased exit of our operations in Russia in close collaboration with our employees, contractors, and customers. We have discontinued services to certain customers located in Russia and on July 26, 2023, we completed the sale of our remaining holdings in Russia to a third party.

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The impact of Russia’s invasion of Ukraine on our operations, personnel, and physical assets in Ukraine has had, and, along with any escalation of the war that includes Belarus’ territory or military, could continue to have a material adverse effect on our operations. Actions taken by other countries, including new and stricter sanctions by Canada, the United Kingdom, the European Union, the U.S. and other companies and organizations against officials, individuals, regions, and industries in Belarus, and Belarus’ responses to those sanctions, including counter-sanctions and other actions, have had and could continue to have a material adverse effect on our operations. Customers have and may continue to seek altered terms, conditions, and delivery locations for the performance of services, delay planned work or seek services from alternate providers, or suspend, terminate, fail to renew, or reduce existing contracts or services, which could have a material adverse effect on our financial condition. Some of our customers have implemented steps to block internet communications with Ukraine and Belarus to protect against potential cyberattacks or other information security threats, which has caused a material adverse effect on our ability to deliver our services to these customers from those locations. Such material adverse effects disrupt our delivery of services, cause us to shift all or portions of our work occurring in the region to other countries, restrict our ability to engage in certain projects in the region and serve certain customers in or from the region, and could negatively impact our personnel, operations, financial results and business outlook. Our Board of Directors continues its oversight of our strategic, geopolitical, and cybersecurity risks and the risks related to our geographic expansion. Our Board has received updates from management during both regular and special meetings, while also providing oversight of the risks associated with Russia’s invasion of Ukraine and other strategic areas of importance related to the war.
Moving Forward
We continue to execute our business continuity plans and adapt to developments as they occur to protect the safety of our people and address impacts to our delivery infrastructure, including reallocating work to other geographies within our global footprint. We have engaged both our personnel and our customers to meet their needs and to mitigate delivery challenges. EPAM continues to operate productively in more than 50 countries and provides consistent high-quality delivery to our customers. Our global delivery centers have sufficient resources, including infrastructure and capital, to support ongoing operations. We continue to rapidly respond to the difficult conditions in Ukraine while maintaining a focus on customers and long-term growth.
Implementation and execution of our business continuity plans, relocation costs, our humanitarian commitment to our people in Ukraine, and the cost of our phased exit from Russia resulted in materially increased expenses during 2022 and these expenses continue to be incurred in the first nine months of 2023. We expect some of those expenses will continue to occur in subsequent quarters for some time in the future.
We have no way to predict the progress or outcome of the war in Ukraine because the conflict and government reactions change quickly and are beyond our control. Prolonged military activities, broad-based sanctions and counter-sanctions, or escalation of the war that includes Belarus’ territory or military could have a material adverse effect on our operations and financial condition. The information contained in this section is accurate as of the date hereof but may become outdated due to changing circumstances beyond our control or present awareness. For additional information on the various risks posed by the attack against Ukraine and the impact in the region as well as other disruptors to our business, please read “Part I. Item 1A. Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2022 and “Part II. Item 1A. Risk Factors” in this quarterly report.
Year-to-Date 2023 Developments and Trends
Our business was disrupted by the war in Ukraine that began in the latter part of the first quarter of 2022 and has continued to create uncertainties through September 30, 2023 and beyond. In addition, our business and operating results were negatively impacted in the first nine months of 2023 by reduced demand for our services as our customers took action to reduce spending in light of the anticipated global slowdown in economic activity. For the first nine months of 2023, our revenues were $3.533 billion, a decrease of 1.7% from $3.593 billion reported for the same period of 2022. Income from operations as a percentage of revenues decreased to 10.7% for the nine months ended September 30, 2023 as compared to 11.2% for the nine months ended September 30, 2022, largely driven by an increase in compensation and benefits costs including stock-based compensation expense and recognition of a $25.9 million loss from the sale of the Russia business, partially offset by lower variable compensation expense and a decrease in expenses associated with the geographic repositioning of our workforce and humanitarian efforts for Ukraine.
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Critical Accounting Policies
The discussion and analysis of our financial position and results of operations is based on our unaudited condensed consolidated financial statements which have been prepared in accordance with U.S. GAAP. The preparation of these condensed consolidated financial statements in accordance with U.S. GAAP requires us to make estimates and judgments that may affect the reported amounts of assets, liabilities, revenues and expenses, and related disclosure of contingent assets and liabilities. On a recurring basis, we evaluate our estimates and judgments, including those related to revenue recognition and related allowances, impairments of long-lived assets including intangible assets, goodwill and right-of-use assets, income taxes including the valuation allowance for deferred tax assets, and stock-based compensation. Actual results may differ materially from these estimates under different assumptions and conditions. In addition, our reported financial condition and results of operations could vary due to a change in the application of a particular accounting standard.
During the three and nine months ended September 30, 2023, there have been no material changes to our critical accounting policies as reported in our Annual Report on Form 10-K for the year ended December 31, 2022.
Results of Operations
The following table sets forth a summary of our consolidated results of operations for the periods indicated. This information should be read together with our unaudited condensed consolidated financial statements and related notes included elsewhere in this quarterly report. The operating results in any period are not necessarily indicative of the results that may be expected for any future period.
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
(in thousands, except percentages and per share data)
Revenues$1,152,136 100.0 %$1,226,920 100.0 %$3,533,283 100.0 %$3,593,395 100.0 %
Operating expenses:
  Cost of revenues (exclusive of depreciation and amortization)(1)
794,265 68.9 %826,796 67.4 %2,458,881 69.6 %2,453,955 68.3 %
  Selling, general and administrative expenses(2)
194,829 16.9 %198,021 16.1 %601,093 17.0 %667,825 18.6 %
  Depreciation and amortization expense23,092 2.0 %21,876 1.8 %68,642 2.0 %69,126 1.9 %
Loss on sale of business25,922 2.3 %— — %25,922 0.7 %— — %
Income from operations114,028 9.9 %180,227 14.7 %378,745 10.7 %402,489 11.2 %
Interest and other income, net13,931 1.2 %4,228 0.4 %37,162 1.1 %5,642 0.1 %
Foreign exchange gain/(loss)3,893 0.3 %6,691 0.5 %(6,725)(0.2)%(102,035)(2.8)%
Income before provision for income taxes131,852 11.4 %191,146 15.6 %409,182 11.6 %306,096 8.5 %
Provision for income taxes34,648 3.0 %35,092 2.9 %89,653 2.6 %41,719 1.1 %
Net income$97,204 8.4 %$156,054 12.7 %$319,529 9.0 %$264,377 7.4 %
Effective tax rate26.3 %18.4 %21.9 %13.6 %
Diluted earnings per share$1.65 $2.63 $5.40 $4.47 
(1)Includes $18,142 and $17,474 of stock-based compensation expense for the three months ended September 30, 2023 and 2022, respectively, and $49,569 and $31,782 of stock-based compensation expense for the nine months ended September 30, 2023 and 2022, respectively.
(2)Includes $19,705 and $15,813 of stock-based compensation expense for the three months ended September 30, 2023 and 2022, respectively, and $59,967 and $36,510 of stock-based compensation expense for the nine months ended September 30, 2023 and 2022, respectively.



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Consolidated Results Review
Revenues
During the three months ended September 30, 2023, our total revenues decreased by 6.1% to $1.152 billion compared to the corresponding period in 2022. Revenues have been negatively impacted by reduced demand for our services as our customers took action to reduce spending in light of the anticipated global slowdown in economic activity and the sale of our remaining holdings in Russia, and positively impacted by fluctuations in foreign currency exchange rates which offset our revenue decline by 1.9% during the three months ended September 30, 2023 as compared to the same period last year.
During the nine months ended September 30, 2023, our total revenues decreased 1.7% over the corresponding period in 2022. The first nine months of 2023 were negatively impacted by reduced demand for our services as our customers took action to reduce spending in light of the anticipated global slowdown in economic activity and our decision to exit Russia and discontinue services to customers there, and positively impacted by growth during the first three months of 2023 and fluctuations in foreign currency exchange rates which offset our revenue decline by 0.4% as compared to the same period last year.
Revenues by customer location for the three and nine months ended September 30, 2023 and 2022 were as follows:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
 (in thousands, except percentages)(in thousands, except percentages)
Americas(1)
$677,410 58.8 %$747,091 60.9 %$2,066,299 58.4 %$2,155,496 60.0 %
EMEA(2)
446,237 38.7 %438,216 35.7 %1,369,259 38.8 %1,283,152 35.7 %
APAC(3)
25,051 2.2 %31,376 2.6 %76,080 2.2 %91,134 2.5 %
CEE(4)
3,438 0.3 %10,237 0.8 %21,645 0.6 %63,613 1.8 %
Revenues$1,152,136 100.0 %$1,226,920 100.0 %$3,533,283 100.0 %$3,593,395 100.0 %
(1)Americas includes revenues from customers in North, Central and South America.
(2)EMEA includes revenues from customers in Western Europe and the Middle East.
(3)APAC includes revenues from customers in East Asia, Southeast Asia and Australia.
(4)CEE includes revenues from customers in Belarus, Georgia, Kazakhstan, Russia, Ukraine and Uzbekistan. On July 26, 2023, the Company completed the sale of its remaining holdings in Russia to a third-party.
During the three and nine months ended September 30, 2023, the United States continued to be our largest customer location. During the three months ended September 30, 2023, revenues in the United States decreased 8.7% to $652.8 million from $715.3 million in the third quarter of 2022, largely due to a ramp down initiated in the fourth quarter of 2022 of a large transformation program at a customer that was previously in our top 10 customers as well as reduced spending at certain other large accounts and generally slower growth in revenues across a range of customers in the geography. During the nine months ended September 30, 2023, revenues in the United States decreased 3.8% to $1.982 billion compared to $2.059 billion in the same period of the prior year, largely driven by a ramp down initiated in the fourth quarter of 2022 of a large transformation program at a customer that was previously in our top 10 customers as well as reduced spending at certain other large accounts and reduced demand for our services as our customers took action to reduce spending in light of the anticipated global slowdown in economic activity.
The top three revenue contributing customer location countries in EMEA were the United Kingdom, Switzerland and the Netherlands, generating $140.7 million, $91.5 million and $59.0 million in revenues, respectively, during the three months ended September 30, 2023. Revenues from customers in these three countries were $160.7 million, $76.2 million, and $57.0 million, respectively, in the corresponding period last year. Revenues in the EMEA region were positively impacted by the strengthening of the euro, the British pound and Swiss franc relative to the U.S. dollar during the three months ended September 30, 2023 as compared to the same period in the previous year.
During the nine months ended September 30, 2023, the United Kingdom, Switzerland and the Netherlands performed as EMEA’s top revenue generating locations and contributed $448.5 million, $270.9 million, and $176.5 million, respectively, compared to $463.6 million, $237.2 million, and $158.1 million, respectively, in the corresponding period last year. Revenues in the EMEA region were positively impacted by the strengthening of the euro, Swiss franc and the British pound relative to the U.S. dollar during the nine months ended September 30, 2023 as compared to the same period in the previous year.
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During the three and nine months ended September 30, 2023, revenues from customers in the APAC region decreased by $6.3 million or 20.2% and $15.1 million or 16.5% compared to the corresponding periods of 2022, mainly due to decline in the Financial Services vertical.
During the three months ended September 30, 2023, revenues in the CEE geography experienced a decrease of $6.8 million as compared to the corresponding period of 2022. Revenues in the region during the three and nine months ended September 30, 2023 included $1.5 million and $13.3 million of revenues from customers in Russia, respectively. On March 4, 2022, we announced our decision to discontinue our services to customers located in Russia and on July 26, 2023, we completed the sale of our remaining holdings in Russia to a third-party. During this time, we have been providing transition support for customers in this market while pursuing the sale and as a result of this sale, the revenues from this geography are expected to dissipate in the future.
Cost of Revenues (Exclusive of Depreciation and Amortization)
The principal components of our cost of revenues (exclusive of depreciation and amortization) are salaries, bonuses, fringe benefits, stock-based compensation, project-related travel costs and fees for subcontractors who are assigned to customer projects. Salaries and other compensation expenses of our delivery professionals are reported as cost of revenues regardless of whether the employees are actually performing customer services during a given period. Our employees are a critical asset, necessary for our continued success and, therefore, we are continuously exploring new geographies, markets, and sources to locate talented personnel and present them with competitive compensation programs and educational opportunities.
During the three months ended September 30, 2023, cost of revenues (exclusive of depreciation and amortization) was $794.3 million representing a decrease of 3.9% from $826.8 million in the corresponding period of 2022. The decrease was primarily due to lower compensation and benefits costs, attributable to a 10.0% decrease in the average number of production professionals and reduced variable compensation expense attributable to the lower level of financial performance expected for the year, and a reduction of $1.0 million for unbilled business continuity resources, partially offset by higher compensation and benefits costs, attributable to salary increases and promotions for existing delivery professionals as well as higher compensation and benefits costs resulting from the relocation of employees to higher cost geographies. Expressed as a percentage of revenues, cost of revenues (exclusive of depreciation and amortization) was 68.9% and 67.4% in the third quarter of 2023 and 2022, respectively. The year-over-year increase in the third quarter of 2023 as compared to the corresponding period of the prior year is primarily due to lower utilization attributable to uneven demand for our services and compensation and benefits costs being a higher percentage of our revenues due to the ongoing transition of customer work to higher cost geographies.
During the nine months ended September 30, 2023, cost of revenues (exclusive of depreciation and amortization) was $2.459 billion representing an increase of 0.2% from $2.454 billion in the corresponding period of 2022. The increase was primarily due to higher compensation and benefits costs, attributable to salary increases and promotions for existing delivery professionals as well as due to the relocation of employees to higher cost geographies, $17.8 million of higher stock-based compensation expenses and the reversal of $21.4 million of previously accrued discretionary compensation expenses in the first quarter of 2022. The increases were partially offset by a decrease of $17.0 million of incremental costs associated with our humanitarian efforts for Ukraine, a decrease of $3.4 million of unbilled business continuity resources and reduced variable compensation expense attributable to the lower level of financial performance expected for the year. Expressed as a percentage of revenues, cost of revenues (exclusive of depreciation and amortization) was 69.6% and 68.3% for the nine months ended September 30, 2023 and 2022, respectively. The year-over-year increase is primarily due to lower utilization attributable to uneven demand for our services, the ongoing transition of customer work to higher cost geographies, a higher level of stock-based compensation expense, as well as a reversal of previously accrued discretionary compensation expenses in the first quarter of 2022.
Selling, General and Administrative Expenses
Selling, general and administrative expenses represent expenditures associated with promoting and selling our services and general and administrative functions of our business. These expenses include the costs of salaries, bonuses, fringe benefits, stock-based compensation, severance, bad debt, travel, legal and accounting services, insurance, facilities including operating leases, advertising, and other promotional activities. Additionally, selling, general and administrative expenses contain costs of relocating our employees and various one-time and unusual expenses such as impairment charges.

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During the three months ended September 30, 2023, selling, general and administrative expenses were $194.8 million representing a 1.6% decrease as compared to $198.0 million in the corresponding period of 2022. The decrease in selling, general and administrative expenses was largely driven by a $4.7 million decrease in personnel-related costs other than stock-based compensation expense reflecting reduced variable compensation expense attributable to a lower level of financial performance expected for the year, a $4.0 million decrease in expenses associated with the geographic repositioning of our workforce, and a $1.0 million decrease in expenses associated with our humanitarian efforts for Ukraine. These were partially offset by a $3.9 million increase in stock-based compensation expense. Expressed as a percentage of revenues, selling, general and administrative expenses increased by 0.8% to 16.9% for the three months ended September 30, 2023 as compared to the same period from the prior year, primarily driven by higher stock-based compensation expense and higher compensation and benefits costs, attributable to salary increases and promotions for existing employees as well as higher compensation and benefits costs resulting from the relocation of employees to higher cost geographies.
During the nine months ended September 30, 2023, selling, general and administrative expenses were $601.1 million representing a decrease of 10.0% as compared to $667.8 million reported in the corresponding period of 2022. The decrease in selling, general and administrative expenses was largely driven by a $24.2 million decrease in personnel-related costs other than stock-based compensation expense reflecting reduced variable compensation expense attributable to a lower level of financial performance expected for the year, a $36.6 million decrease in expenses associated with the geographic repositioning of our workforce, and a $7.9 million decrease in expenses associated with our humanitarian efforts for Ukraine. These were partially offset by a $23.5 million increase in stock-based compensation expense. Additionally, the nine months ended September 30, 2022 were impacted by the recognition of $19.6 million of impairment charges related to our long-lived assets in Russia and $5.7 million of bad debt expense attributable to customers located in Russia. Expressed as a percentage of revenues, selling, general and administrative expenses decreased by 1.6% to 17.0% for the nine months ended September 30, 2023 as compared to the same period from the prior year primarily driven by reductions in impairment charges, expenses associated with the geographic repositioning of our workforce, costs related to our humanitarian efforts for Ukraine, and variable compensation expense.
During the three and nine months ended September 30, 2023, selling, general and administrative expenses included $7.1 million of employee separation costs incurred as part of the Cost Optimization Program. See Note 9 “Cost Optimization Program” for more information regarding the Company’s restructuring decision.
Depreciation and Amortization Expense
During the three and nine months ended September 30, 2023, depreciation and amortization expense was $23.1 million and $68.6 million, respectively, as compared to $21.9 million and $69.1 million, respectively, in the corresponding periods last year. The increase in depreciation and amortization expense during the three months ended September 30, 2023 is primarily the result of increased depreciation on software licenses as compared to the corresponding period last year. The decrease in depreciation and amortization expense during the nine months ended September 30, 2023 is primarily the result of lower depreciation on leasehold improvements and desktop hardware driven by our phased exit from our operations in Russia, partially offset by increased depreciation on software licenses. Expressed as a percentage of revenues, depreciation and amortization expense remained consistent at 2.0% during both the three and nine months ended September 30, 2023 as compared to 1.8% and 1.9% in the corresponding periods of 2022.
Loss on Sale of Business
On July 26, 2023, the Company completed the sale of its remaining holdings in Russia to a third-party. The Company recorded a loss on sale of $25.9 million during the third quarter of 2023, including the recognition of the accumulated currency translation loss related to this foreign entity that was previously included in Accumulated other comprehensive loss.
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Interest and Other Income, Net
Interest and other income, net includes interest earned on cash and cash equivalents and short-term investments, gains and losses from certain financial instruments, interest expense related to our borrowings, government grant income, and changes in the fair value of contingent consideration. Interest and other income, net increased from $4.2 million and $5.6 million during the three and nine months ended September 30, 2022, respectively, to $13.9 million and $37.2 million during the three and nine months ended September 30, 2023, respectively. This increase in Interest and other income, net during the three months ended September 30, 2023 as compared to the three months ended September 30, 2022 was largely driven by an $11.8 million increase in interest income from our cash, cash equivalents and short-term investments, driven by improved interest rates, and a $2.1 million decrease in loss due to the change in fair value of contingent consideration, partially offset by a $2.9 million decrease in government grant income. The increase in Interest and other income, net during the nine months ended September 30, 2023 as compared to the nine months ended September 30, 2022 was largely driven by a $31.2 million increase in interest income from our cash, cash equivalents and short-term investments, a $6.7 million decrease in loss due to the change in fair value of contingent consideration, partially offset by a $1.2 million decrease in government grant income.
Foreign Exchange Gain/(Loss)
For discussion of the impact of foreign exchange fluctuations see “Item 3. Quantitative and Qualitative Disclosures About Market Risk.”
Provision for Income Taxes
In determining its interim provision for income taxes, the Company uses an estimated annual effective tax rate, which is based on expected annual profit before tax, statutory tax rates and tax planning opportunities available in the various jurisdictions in which the Company operates. Certain significant or unusual items are separately recognized in the quarter in which they occur and can be a source of variability in the effective tax rates from quarter to quarter.
Determining the consolidated provision for income tax expense, deferred income tax assets and liabilities and any potential related valuation allowances involves judgment. We consider factors that may contribute, favorably or unfavorably, to the overall effective tax rate in the current year as well as the future. These factors include statutory tax rates and tax law changes in the countries where we operate and excess tax benefits upon vesting or exercise of equity awards as well as consideration of any significant or unusual items.

Our effective tax rate was 26.3% and 21.9% for the three and nine months ended September 30, 2023, respectively, and 18.4% and 13.6% for the three and nine months ended September 30, 2022, respectively. The increase in the effective tax rate in the three and nine months ended September 30, 2023, as compared to the corresponding periods in the prior year, is primarily attributable to lower excess tax benefits recorded upon vesting or exercise of stock-based awards as a percentage of pre-tax income in the current period. Excess tax benefits recorded upon vesting or exercise of stock-based awards were $1.7 million and $15.1 million during the three and nine months ended September 30, 2023, respectively, and $10.9 million and $31.4 million during the three and nine months ended September 30, 2022, respectively. Additionally, during the three and nine months ended September 30, 2022 the Company’s effective tax rate benefited from the recognition of one-time benefits of $1.3 million and $8.5 million, respectively, resulting from the Company’s decision to change the tax status and to classify certain of its foreign subsidiaries as disregarded entities for U.S. income tax purposes. During the three and nine months ended September 30, 2023, the Company’s effective tax rate was also negatively impacted by a $3.6 million charge in the quarter associated with the completion of EPAM’s exit from Russia.
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Results by Business Segment
Our operations consist of three reportable segments: North America, Europe, and Russia. The segments represent components of EPAM for which separate financial information is available and used on a regular basis by our chief executive officer, who is also our chief operating decision maker (“CODM”), to determine how to allocate resources and evaluate performance. Our CODM makes business decisions based on segment revenues and operating profit. Segment operating profit is defined as income from operations before unallocated costs. Expenses included in segment operating profit consist principally of direct selling and delivery costs as well as an allocation of certain shared services expenses. Certain corporate expenses are not allocated to specific segments as these expenses are not controllable at the segment level. Such expenses include certain types of professional fees, certain taxes included in operating expenses, compensation to non-employee directors and certain other general and administrative expenses, including compensation of specific groups of non-production employees. In addition, the Company does not allocate stock-based compensation, amortization of intangible assets acquired through business combinations, goodwill and other asset impairment charges, acquisition-related costs and certain other one-time charges and benefits. These unallocated amounts are combined with total segment operating profit to arrive at consolidated income from operations.
We manage our business primarily based on the managerial responsibility for its client base and market. As managerial responsibility for a particular customer relationship generally correlates with the customer’s geographic location, there is a high degree of similarity between customer locations and the geographic boundaries of our reportable segments. In some cases, managerial responsibility for a particular customer is assigned to a management team in another region and is usually based on the strength of the relationship between customer executives and particular members of EPAM’s senior management team. In such cases, the customer’s activity would be reported through the management team’s reportable segment.
On March 4, 2022, we announced that we will discontinue our services to customers located in Russia while staying committed to providing transition support for customers in this market and in April 2022 began the process of a phased exit of our operations in Russia. On July 26, 2023, we completed the sale of our remaining holdings in Russia to a third party.
Revenues from external customers and operating profit/(loss), before unallocated expenses, by reportable segment for the three and nine months ended September 30, 2023 and 2022 were as follows:
 Three Months Ended
September 30,
Nine Months Ended
September 30,
 2023202220232022
 (in thousands) 
Segment revenues:
North America$684,778 $748,383 $2,074,806 $2,159,751 
Europe465,813 470,009 1,442,402 1,373,923 
Russia1,545 8,528 16,075 59,721 
Total segment revenues$1,152,136 $1,226,920 $3,533,283 $3,593,395 
Segment operating profit/(loss):  
North America$132,438 $175,845 $386,929 $429,999 
Europe64,074 64,813 188,779 156,920 
Russia(118)1,507 (5,866)(16,315)
Total segment operating profit$196,394 $242,165 $569,842 $570,604 

North America Segment
During the three months ended September 30, 2023, revenues for the North America segment decreased $63.6 million, or 8.5%, compared to the same period last year and segment operating profit decreased $43.4 million, or 24.7%, compared to the same period last year. During the three months ended September 30, 2023, revenues from our North America segment were 59.4% of total segment revenues, a decrease from 61.0% reported in the corresponding period of 2022. As a percentage of North America segment revenues, the North America segment’s operating profit margin decreased to 19.3% during the third quarter of 2023 from 23.5% in the third quarter of 2022. This decrease is primarily attributable to lower utilization, partially offset by a decrease in variable compensation expense as a percentage of segment revenues during the third quarter of 2023 compared to the third quarter of 2022.
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During the nine months ended September 30, 2023, revenues for the North America segment decreased $84.9 million, or 3.9%, compared to the same period last year and segment operating profit decreased $43.1 million, or 10.0%, compared to the same period last year. During the nine months ended September 30, 2023 and 2022, revenues from our North America segment were 58.7% and 60.1% of total segment revenues, respectively. As a percentage of North America segment revenues, the North America segment’s operating profit margin decreased to 18.6% during the nine months ended September 30, 2023 as compared to 19.9% in the corresponding period of 2022. This decrease is primarily attributable to lower utilization, partially offset by a decrease in variable compensation expense as a percentage of segment revenues during the first nine months of 2023 compared to the first nine months of 2022.
The following table presents North America segment revenues by industry vertical for the periods indicated:
Three Months Ended
September 30,
ChangeNine Months Ended
September 30,
Change
20232022Dollars Percentage 20232022Dollars Percentage 
Industry Vertical(in thousands, except percentages)
Software & Hi-Tech$136,520 $170,818 $(34,298)(20.1)%$422,073 $488,134 $(66,061)(13.5)%
Financial Services131,499 134,673 (3,174)(2.4)%410,527 381,887 28,640 7.5 %
Travel & Consumer115,778 131,181 (15,403)(11.7)%359,475 384,360 (24,885)(6.5)%
Business Information & Media104,863 121,703 (16,840)(13.8)%327,378 346,675 (19,297)(5.6)%
Life Sciences & Healthcare109,137 116,878 (7,741)(6.6)%305,700 344,148 (38,448)(11.2)%
Emerging Verticals86,981 73,130 13,851 18.9 %249,653 214,547 35,106 16.4 %
        Revenues$684,778 $748,383 $(63,605)(8.5)%$2,074,806 $2,159,751 $(84,945)(3.9)%

During the three and nine months ended September 30, 2023 compared to the same periods in the prior year, Software & Hi-Tech remained the largest industry vertical in the North America segment, which was a result of the continued focus on engaging with our technology customers. However, a reduction in revenues from a former top 20 customer and overall declines in the technology sector in the U.S. during the first nine months of 2023 impacted growth in this vertical. Financial Services declined 2.4% and grew 7.5% during the three and nine months ended September 30, 2023, respectively, largely impacted by the fluctuations in demand from a group of wealth management and insurance customers. Travel and Consumer declined 11.7% and 6.5%, respectively, during the three and nine months ended September 30, 2023, primarily due to declines from customers in the retail industry, partially offset by growth from our travel customers. Business Information & Media declined 13.8% and 5.6%, respectively, during the three and nine months ended September 30, 2023, primarily due to decline from customers in the information providing and credit reporting sectors. Life Sciences & Healthcare declined 6.6% and 11.2%, respectively, during the three and nine months ended September 30, 2023, primarily due to a ramp down of a large transformation program at a customer that was previously one of our top 10 customers. Emerging Verticals grew 18.9% and 16.4%, respectively, during the three and nine months ended September 30, 2023 due to growth from various customers in industries such as energy, telecommunications, manufacturing and automotive.
Europe Segment
During the three months ended September 30, 2023, Europe’s segment revenues were $465.8 million, representing a decrease of $4.2 million, or 0.9%, from the same period last year. Revenues were positively impacted by changes in foreign currency exchange rates during the third quarter of 2023 and had our Europe segment revenues been expressed in constant currency terms using the exchange rates in effect during the third quarter of 2022, we would have reported revenue decline of 6.1%. Europe’s segment revenues accounted for 40.4% and 38.3% of total segment revenues during the three months ended September 30, 2023 and 2022, respectively. During the third quarter of 2023, the segment’s operating profit decreased 1.1% to $64.1 million compared to the third quarter of 2022. Expressed as a percentage of revenues, Europe’s segment operating profit remained at 13.8% compared to the same period of the prior year.

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During the nine months ended September 30, 2023, revenues for the Europe segment increased $68.5 million, or 5.0%, compared to the same period last year and segment operating profit increased $31.9 million, or 20.3%, compared to the same period last year. During the nine months ended September 30, 2023 and 2022, revenues from our Europe segment were 40.8% and 38.2% of total segment revenues, respectively. As a percentage of Europe segment revenues, the Europe segment’s operating profit increased to 13.1% during the nine months ended September 30, 2023 from 11.4% in the corresponding period of 2022. During the first nine months of 2023, segment operating profit was positively impacted by changes in foreign currency exchange rates and a decrease in variable compensation expense, partially offset by lower utilization during the first nine months of 2023 compared to the first nine months of 2022.
The following table presents Europe segment revenues by industry vertical for the periods indicated:
Three Months Ended
September 30,
ChangeNine Months Ended
September 30,
Change
20232022Dollars Percentage20232022Dollars Percentage 
Industry Vertical(in thousands, except percentages)
Travel & Consumer$146,837 $147,271 $(434)(0.3)%$451,531 $424,140 $27,391 6.5 %
Financial Services114,122 115,372 (1,250)(1.1)%358,091 345,468 12,623 3.7 %
Business Information & Media78,983 87,028 (8,045)(9.2)%248,351 253,610 (5,259)(2.1)%
Software & Hi-Tech37,545 34,513 3,032 8.8 %115,137 100,814 14,323 14.2 %
Life Sciences & Healthcare15,143 12,569 2,574 20.5 %44,123 37,378 6,745 18.0 %
Emerging Verticals73,183 73,256 (73)(0.1)%225,169 212,513 12,656 6.0 %
        Revenues$465,813 $470,009 $(4,196)(0.9)%$1,442,402 $1,373,923 $68,479 5.0 %

Revenues in Travel & Consumer declined 0.3% and grew 6.5%, during the three and nine months ended September 30, 2023, respectively, as compared to the corresponding period in 2022 primarily due to fluctuations in demand from customers in the consumer goods and retail industries. During the three and nine months ended September 30, 2023, revenues in Financial Services decreased 1.1% and increased 3.7%, respectively, primarily driven by decreased revenues from commercial banking, investment banking and payment processing customers and increased revenues from insurance customers as well as customers who provide other financial services. During the three and nine months ended September 30, 2023, revenues in Business Information & Media decreased 9.2% and 2.1%, respectively, primarily due to decreased demand from one of our top 10 customers. For the three and nine months ended September 30, 2023, the increase in revenues in the Software & Hi-Tech vertical was largely attributable to the expansion of services provided to one of our top 20 customers. Revenues in Emerging Verticals declined 0.1% and grew 6.0% during the three and nine months ended September 30, 2023, respectively, with growth experienced from the customers in the energy and the automotive industry, and declines from the customers in the telecommunications industry.
Russia Segment
On March 4, 2022, EPAM announced that it will discontinue services to customers located in Russia and will provide transition support for the customers in this market. In April 2022, we began the process of a phased exit of our operations in Russia and on July 26, 2023, we completed the sale of our remaining holdings in Russia to a third party. As a result of this sale, the Company no longer has operations associated with this segment. See Note 2 “Impact of the Invasion of Ukraine” for more information regarding the Company’s decisions to no longer serve customers in Russia and exit our operations in Russia.
During the nine months ended September 30, 2023, revenues from our Russia segment decreased $43.6 million, or 73.1%, as compared to the corresponding period of 2022 and accounted for 0.5% of total segment revenues. During the nine months ended September 30, 2023, operating loss from the Russia segment was $5.9 million, representing an improvement of $10.4 million, as compared to an operating loss of $16.3 million in the corresponding period last year largely driven by higher costs incurred in the prior year period related to Russia’s invasion of Ukraine and the Company’s decision to exit Russia. As a percentage of Russia segment revenues, the Russia segment’s operating loss increased to 36.5% during the nine months ended September 30, 2023 from 27.3% in the corresponding period of 2022 as we continued to decrease our revenues in the Russia segment.
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The following table presents Russia segment revenues by industry vertical for the periods indicated:
Three Months Ended
September 30,
ChangeNine Months Ended
September 30,
Change
20232022Dollars Percentage 20232022Dollars Percentage 
Industry Vertical(in thousands, except percentages)
Financial Services$814 $4,741 $(3,927)(82.8)%$7,450 $38,477 $(31,027)(80.6)%
Travel & Consumer342 1,950 (1,608)(82.5)%3,770 13,539 (9,769)(72.2)%
Software & Hi-Tech281 59 222 376.3 %1,545 1,248 297 23.8 %
Business Information & Media15 167 (152)(91.0)%196 786 (590)(75.1)%
Life Sciences & Healthcare(36)228 (264)(115.8)%120 444 (324)(73.0)%
Emerging Verticals129 1,383 (1,254)(90.7)%2,994 5,227 (2,233)(42.7)%
        Revenues$1,545 $8,528 $(6,983)(81.9)%$16,075 $59,721 $(43,646)(73.1)%


Effects of Inflation
Economies in many countries where we operate have periodically experienced high rates of inflation. Periods of higher inflation may affect various economic sectors in those countries and increase our cost of doing business there. We do not believe that inflation has had a material impact on our business, results of operations or financial condition to date. We continue to track the impact of inflation, particularly on wages, while attempting to minimize its effects through pricing and cost management strategies. A higher-than-normal rate of inflation in the future could adversely affect our operations and financial condition. For a discussion of our potential risks and uncertainties, including those related to inflation, see “Part I. Item 1A. Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2022.

Liquidity and Capital Resources
Capital Resources
Our cash generated from operations has been our primary source of liquidity to fund operations, investments to support the growth of our business and share repurchases. As of September 30, 2023, our principal sources of liquidity were cash and cash equivalents totaling $1.873 billion, short-term investments totaling $60.4 million as well as $675.0 million of available borrowings under our revolving credit facility. See Note 8 “Debt” of our condensed consolidated financial statements in “Part I. Item 1. Financial Statements (Unaudited)” for information regarding our debt.
Cash Flows
The following table summarizes our cash flows for the periods indicated:
 Nine Months Ended
September 30,
 20232022
 (in thousands)
Condensed Consolidated Statements of Cash Flow Data:
Net cash provided by operating activities$391,265 $278,035 
Net cash used in investing activities(46,071)(151,788)
Net cash used in financing activities(143,417)(10,066)
Effect of exchange rate changes on cash, cash equivalents and restricted cash(5,632)(75,876)
Net increase in cash, cash equivalents and restricted cash196,145 40,305 
Cash, cash equivalents and restricted cash, beginning of period1,683,636 1,449,347 
Cash, cash equivalents and restricted cash, end of period$1,879,781 $1,489,652 

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Operating Activities
Net cash provided by operating activities during the nine months ended September 30, 2023 was $391.3 million, an increase of $113.2 million compared to $278.0 million provided by operating activities in the corresponding period of 2022. The first nine months of 2022 was negatively impacted by an increase in days sales outstanding, a higher level of variable compensation payments made based on 2021 performance and cash outflows related to EPAM’s humanitarian efforts for Ukraine and geographic repositioning.
Investing Activities
Net cash used in investing activities during the nine months ended September 30, 2023 was $46.1 million compared to $151.8 million used in investing activities during the same period in 2022. During the first nine months of 2023, the cash used in investing activities was primarily attributable to $18.4 million used for capital expenditures and $14.0 million used for the acquisition of a business, net of cash acquired, compared to cash used for capital expenditures of $60.1 million, an investment of $60.0 million into time deposits and $10.5 million for the acquisitions of businesses, net of cash acquired during the comparable period in 2022.
Financing Activities
Net cash used in financing activities was $143.4 million in the first nine months of 2023 compared to $10.1 million net cash used in financing activities in the same period of 2022. During 2023 we commenced a program to repurchase shares of EPAM common stock pursuant to the publicly announced share repurchase program and during the first nine months of 2023 we used $128.4 million of cash to repurchase our common stock. In addition, we used cash for the payments of withholding taxes related to net share settlements of restricted stock units of $28.2 million in the first nine months of 2023, compared to $22.1 million paid in the corresponding period of 2022. Net cash used in financing activities during the nine months ended September 30, 2023 included repayments of debt of $2.6 million, compared to $11.5 million of repayments of debt in the corresponding period of 2022. These cash outflows were partially offset by cash received from the exercises of stock options issued under our long-term incentive plans and proceeds from the purchase of shares under our ESPP of $28.6 million in the first nine months of 2023, compared to $31.4 million received in the corresponding period of 2022.
Future Capital Requirements
We believe that our existing cash, cash equivalents and short-term investments, combined with our expected cash flow from operations, will be sufficient to meet our projected operating and capital expenditure requirements for at least the next twelve months and that we possess the financial flexibility to execute our strategic objectives, including the ability to make acquisitions and strategic investments in the foreseeable future. However, the invasion of Ukraine and the consequences and related measures to contain its impact have caused material disruptions in both national and global financial markets and economies. The future impact of the invasion of Ukraine and responsive measures cannot be predicted with certainty and may increase our borrowing costs and other costs of capital and otherwise adversely affect our business, results of operations, financial condition and liquidity.
Our ability to expand and grow our business in accordance with current plans and to meet our long-term capital requirements will depend on many factors, including the rate at which our cash flows increase or decrease and the availability of public and private debt and equity financing. We may require additional cash resources due to changed business conditions or other future developments, including any investments or acquisitions we may decide to pursue. Our ability to generate cash is subject to our performance, general economic conditions, industry trends and other factors including the impact of the invasion of Ukraine, as described elsewhere in this Management’s Discussion and Analysis of Financial Condition and Results of Operations. To the extent that existing cash, cash equivalents, short-term investments, and operating cash flows are insufficient to fund our future activities and requirements, we may need to raise additional funds through public or private equity or debt financing. If we issue equity securities in order to raise additional funds, substantial dilution to existing stockholders may occur. If we raise cash through the issuance of additional indebtedness, we may be subject to additional contractual restrictions on our business. There is no assurance that we would be able to raise additional funds on favorable terms or at all.
See Note 14 “Commitments and Contingencies” of our condensed consolidated financial statements in “Part I. Item 1. Financial Statements (Unaudited)” of this Quarterly Report and “Part II. Item 7. Future Capital Requirements” of our Annual Report on Form 10-K for the year ended December 31, 2022 for information regarding contractual obligations.
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Off-Balance Sheet Commitments and Arrangements
We do not have any material obligations under guarantee contracts or other contractual arrangements other than as disclosed in Note 14 “Commitments and Contingencies” of our condensed consolidated financial statements in “Part I. Item 1. Financial Statements (Unaudited).” We have not entered into any transactions with unconsolidated entities where we have financial guarantees, subordinated retained interests, derivative instruments, or other contingent arrangements that expose us to material continuing risks, contingent liabilities, or any other obligation under a variable interest in an unconsolidated entity that provides financing, liquidity, market risk, or credit risk support to us, or engages in leasing, hedging, or research and development services with us.
Recent Accounting Pronouncements
See Note 1 “Business and Summary of Significant Accounting Policies” to our unaudited condensed consolidated financial statements in “Part I. Item 1. Financial Statements (Unaudited)” for additional information.
Forward-Looking Statements
This quarterly report on Form 10-Q contains estimates and forward-looking statements made pursuant to the safe harbor provisions of the Private Securities Litigation Reform Act of 1995, principally in “Part I. Item 2. Management’s Discussion and Analysis of Financial Condition and Results of Operations” and “Part II. Item 1A. Risk Factors.” Our Annual Report on Form 10-K for the year ended December 31, 2022 also contains estimates and forward-looking statements, principally in “Part I. Item 1A. Risk Factors.” Our estimates and forward-looking statements are mainly based on our current expectations and estimates of future events and trends, which affect or may affect our business and operations. Those future events and trends may relate to, among other things, developments relating to the war in Ukraine and escalation of the war in the surrounding region, political and civil unrest or military action in the geographies where we conduct business and operate, difficult conditions in global capital markets, foreign exchange markets and the broader economy, and the effect that these events may have on our revenues, operations, access to capital and profitability. Although we believe that these estimates and forward-looking statements are based upon reasonable assumptions, they are subject to several risks, uncertainties and assumptions as to future events that may not prove to be accurate and are made in light of information currently available to us. Important factors, in addition to the factors described in this quarterly report and in our Annual Report, may materially and adversely affect our results as indicated in forward-looking statements. You should read this quarterly report, our Annual Report and the documents that we have filed as exhibits hereto completely and with the understanding that our actual future results may be materially different from what we expect.
 The words “may,” “will,” “should,” “could,” “expect,” “plan,” “anticipate,” “believe,” “estimate,” “predict,” “intend,” “potential,” “might,” “would,” “continue” or the negative of these terms or other comparable terminology and similar words are intended to identify estimates and forward-looking statements. Estimates and forward-looking statements speak only as of the date they were made, and, except to the extent required by law, we undertake no obligation to update, to revise or to review any estimate and/or forward-looking statement because of new information, future events or other factors. Estimates and forward-looking statements involve risks and uncertainties and are not guarantees of future performance. As a result of the risks and uncertainties described above, the estimates and forward-looking statements discussed in this quarterly report and our Annual Report on Form 10-K for the year ended December 31, 2022 might not occur and our future results, level of activity, performance or achievements may differ materially from those expressed in these forward-looking statements due to, including, but not limited to, the factors mentioned above, and the differences may be material and adverse. Because of these uncertainties, you should not place undue reliance on these forward-looking statements.
Item 3. Quantitative and Qualitative Disclosures About Market Risk
We are exposed to certain market risks in the ordinary course of our business. These risks primarily result from changes in concentration of credit, foreign currency exchange rates and interest rates. In addition, our international operations are subject to risks related to differing economic conditions, civil unrest, political instability or uncertainty, military activities, broad-based sanctions, differing tax structures, and other regulations and restrictions.
Concentration of Credit and Other Credit Risks
Financial instruments that potentially subject us to significant concentrations of credit risk consist primarily of cash, cash equivalents, restricted cash, short-term investments and trade receivables.
We maintain our cash, cash equivalents and short-term investments with financial institutions. We believe that our credit policies reflect normal industry terms and business risk. We do not anticipate non-performance by the counterparties.
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We have cash in several countries, including Ukraine and Belarus, which could be impacted by the invasion of Ukraine and where the banking sector remains subject to periodic instability; banking and other financial systems in these countries generally do not meet the banking standards of more developed markets, and bank deposits made by corporate entities are not insured. As of September 30, 2023, we had $51.7 million of cash and cash equivalents in banks in Ukraine and $37.1 million of cash and cash equivalents in banks in Belarus. Cash in Ukraine and Belarus is used for the operational needs of the local entities and cash balances change with the expected operating needs of these entities. We regularly monitor cash held in these countries and, to the extent the cash held exceeds amounts required to support our operations in these countries, we distribute the excess funds into markets with more developed banking sectors to the extent it is possible to do so. We place our cash and cash equivalents with financial institutions considered stable in the region, limit the amount of credit exposure with any one financial institution and conduct ongoing evaluations of the credit worthiness of the financial institutions with which we do business. However, a banking crisis, bankruptcy or insolvency of banks that process or hold our funds, or sanctions may result in the loss of our deposits or adversely affect our ability to complete banking transactions, which could adversely affect our business and financial condition.
Trade receivables are generally dispersed across many customers operating in different industries; therefore, concentration of credit risk is limited and we do not believe significant credit risk existed as of September 30, 2023. Though our results of operations depend on our ability to successfully collect payment from our customers for work performed, historically, credit losses and write-offs of trade receivables have not been material to our condensed consolidated financial statements. If any of our customers enter bankruptcy protection or otherwise take steps to alleviate their financial distress, our credit losses and write-offs of trade receivables could increase, which would negatively impact our results of operations.
Interest Rate Risk
We are exposed to market risk from changes in interest rates. Exposure to interest rate risk results primarily from variable rates related to our cash and cash equivalent deposits, short-term investments, and our borrowings, mainly under our 2021 Credit Agreement, which is subject to a variety of rates depending on the currency and timing of funds borrowed. We do not believe we are exposed to material direct risks associated with changes in interest rates related to these deposits, investments and borrowings.
Foreign Exchange Risk
Our global operations are conducted predominantly in U.S. dollars. Other than U.S. dollars, we generate revenues principally in euros, British pounds, Swiss francs and Canadian dollars and incur expenditures principally in euros, Polish zlotys, Indian rupees, British pounds, Swiss francs, Mexican pesos, Hungarian forints, Colombian pesos, Canadian dollars, and Chinese yuan renminbi. As a result, exchange rate fluctuations in any of these currencies relative to the U.S. dollar could negatively impact our results of operations. During the three months ended September 30, 2023, approximately 33.9% of consolidated revenues and 55.7% of consolidated operating expenses were denominated in currencies other than the U.S. dollar.
To manage the risk of fluctuations in foreign currency exchange rates and hedge a portion of our forecasted foreign currency denominated operating expenses incurred in the normal course of business, we implemented a hedging program through which we enter into a series of foreign exchange forward contracts with durations of twelve months or less that are designated as cash flow hedges of forecasted Polish zloty, Indian rupee, and Hungarian forint transactions. As of September 30, 2023, all of EPAM’s foreign exchange forward contracts, were designated as hedges and there is no financial collateral (including cash collateral) required to be posted related to the foreign exchange forward contracts.
During the quarter ended March 31, 2022, in response to the invasion of Ukraine, EPAM de-designated our Russian ruble foreign exchange forward contracts as hedges and entered into offsetting foreign exchange forward contracts with the same counterparty. The Company determined it was probable the underlying forecasted foreign currency transactions which were hedged would not occur and reclassified the accumulated loss of $43.9 million on the underlying hedge into income which is classified as foreign exchange loss in the condensed consolidated statement of income.
During the three months ended September 30, 2023, foreign exchange gain was $3.9 million compared to a gain of $6.7 million reported in the corresponding period last year. Foreign exchange gain was primarily driven by the impact of fluctuations in foreign currencies on the Company’s assets and liabilities denominated in foreign currencies.

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Management supplements results reported in accordance with United States generally accepted accounting principles, referred to as GAAP, with non-GAAP financial measures. Management believes these measures help illustrate underlying trends in our business and uses the measures to establish budgets and operational goals, communicated internally and externally, for managing our business and evaluating its performance. When important to management’s analysis, operating results are compared on the basis of “constant currency,” which is a non-GAAP financial measure. This measure excludes the effect of foreign currency exchange rate fluctuations by translating the current period revenues and expenses into U.S. dollars at the weighted average exchange rates of the prior period of comparison.
During the third quarter of 2023, we reported a revenue decline of 6.1% compared to the third quarter of 2022. Had our consolidated revenues been expressed in constant currency terms using the exchange rates in effect during the third quarter of 2022, we would have reported a revenue decline of 8.0%. Our revenues were positively impacted by the appreciation of the euro, British pound and Swiss franc, partially offset by the depreciation of the Russian ruble relative to the U.S. dollar. During the third quarter of 2023, we reported a decrease in income from operations of 36.7% compared to the third quarter of 2022. Had our consolidated results been expressed in constant currency terms using the exchange rates in effect during the third quarter of 2022, we would have reported a decrease in income from operations of 35.2%. Income from operations was negatively impacted by the appreciation of Polish zloty, Mexican peso and Colombian peso and positively impacted by the appreciation of the euro, British pound and Swiss franc and depreciation of Indian Rupee relative to the U.S. dollar during the third quarter of 2023 compared to the same period in the prior year.
Item 4. Controls and Procedures
Conclusion Regarding the Effectiveness of Disclosure Controls and Procedures
Based on management’s evaluation, with the participation of our Chief Executive Officer and Chief Financial Officer, as of the end of the period covered by this report, these officers have concluded that our disclosure controls and procedures, as defined in Rules 13a-15(e) and 15d-15(e) under the Securities Exchange Act of 1934, as amended (the “Exchange Act”), are effective to provide reasonable assurance that information required to be disclosed by us in reports that we file or submit under the Exchange Act is recorded, processed, summarized and reported within the time periods specified in SEC rules and forms, and is accumulated and communicated to management, including our principal executive officer and principal financial officer, as appropriate, to allow timely decisions regarding required disclosure.
Changes in Internal Control Over Financial Reporting
There has been no change in our internal control over financial reporting during the quarter ended September 30, 2023 that has materially affected, or is reasonably likely to materially affect, our internal control over financial reporting.
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PART II. OTHER INFORMATION
Item 1. Legal Proceedings
From time to time, we are involved in litigation and claims arising out of our business and operations in the normal course of business. We are not currently a party to any material legal proceeding, nor are we aware of any material legal or governmental proceedings pending or contemplated to be brought against us.
Item 1A. Risk Factors
For a discussion of our potential risks and uncertainties, including our significant operations in Belarus and Ukraine and the material adverse effect the invasion of Ukraine by Russia has had and may have on our operations, business, and financial results, see the risk factors disclosed under the heading “Part I. Item 1A. Risk Factors” in our Annual Report on Form 10-K for the year ended December 31, 2022.
The risks and uncertainties that we face are not limited to those set forth in our Annual Report on Form 10-K. Additional risks and uncertainties not presently known to us or that we currently believe to be immaterial may also adversely affect our business and the trading price of our common stock.
Item 2. Unregistered Sales of Equity Securities and Use of Proceeds
Issuer Purchases of Equity Securities
On February 13, 2023, the Board of Directors authorized a repurchase program for up to $500.0 million of our outstanding common stock. EPAM may repurchase shares of its common stock on a discretionary basis from time to time through open market purchases, privately negotiated transactions or other means, including through the use of trading plans intended to qualify under Rule 10b5-1 under the Securities Exchange Act of 1934, as amended. The share repurchase program has a term of 24 months, may be suspended or discontinued at any time, and does not obligate the company to acquire any amount of common stock.
The following table provides information about the purchases of shares of our common stock during the three months ended September 30, 2023:
PeriodTotal Number of
Shares Purchased
Average Price Paid
per Share (1)
Total Number of
Shares Purchased as
Part of Publicly
Announced Plans or
Programs

Approximate Dollar
Value of Shares that
May Yet Be Purchased
Under the Plans or
Programs
(in thousands, except per share amounts)
July 1 to July 31, 2023— $— — $450,052 
August 1 to August 31, 2023232 $239.84 232 $394,447 
September 1 to September 30, 202386 $264.11 86 $371,566 
Total318 318 
(1) Average price paid per share in the period includes commission.
Item 3. Defaults Upon Senior Securities
None.
Item 4. Mine Safety Disclosures
Not Applicable.



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Item 5. Other Information
Insider Adoption or Termination of Trading Arrangements:
On August 8, 2023, Jason Peterson, Senior Vice President, Treasurer, and Chief Financial Officer, adopted a trading arrangement for the sale of securities of the Company’s common stock that is intended to satisfy the affirmative defense conditions of Securities Exchange Act Rule 10b5-1(c) (a “Rule 10b5-1 Trading Plan”). Mr. Peterson’s Rule 10b5-1 Trading Plan has a term of one year and provides for the sale of up to 4,250 shares of common stock according to the terms of his Rule 10b5-1 Trading Plan.
On August 25, 2023, Elaina Shekhter, Senior Vice President and Chief Marketing and Strategy Officer, adopted a Rule 10b5-1 Trading Plan. Ms. Shekhter’s Rule 10b5-1 Trading Plan has a term of four months and provides for the sale of up to 8,176 shares of common stock according to the terms of her Rule 10b5-1 Trading Plan.

Item 6. Exhibits
Exhibit
Number
Description
  
31.1*
31.2*
32.1*
32.2*
101.INSXBRL Instance Document - the instance document does not appear in the Interactive Data File because its XBRL tags are embedded within the Inline XBRL document
101.SCHInline XBRL Taxonomy Extension Schema Document
101.CALInline XBRL Taxonomy Extension Calculation Linkbase Document
101.DEFInline XBRL Taxonomy Extension Definition Linkbase Document
101.LABInline XBRL Taxonomy Extension Label Linkbase Document
101.PREInline XBRL Taxonomy Extension Presentation Linkbase Document
104Cover Page Interactive Data File - (formatted as Inline XBRL and contained in Exhibit 101)
*Exhibits filed herewith
Indicates management contracts or compensatory plans or arrangements

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SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the registrant has duly caused this report to be signed on its behalf by the undersigned thereunto duly authorized.

Date: November 2, 2023
 EPAM SYSTEMS, INC.
   
 By:/s/ Arkadiy Dobkin
  Name: Arkadiy Dobkin
  Title: Chairman, Chief Executive Officer and President
(principal executive officer)
   
 By:/s/ Jason Peterson
  Name: Jason Peterson
  Title: Senior Vice President, Chief Financial Officer and Treasurer
(principal financial officer)

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