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Stock-Based Compensation (Tables)
12 Months Ended
Dec. 31, 2023
Share-Based Payment Arrangement [Abstract]  
Summary of Stock Option Activity
The following table summarizes the Company’s stock option activity:
Shares
(in thousands)
Weighted-
Average
Exercise
Price
Weighted-
Average
Remaining
Contractual
Term
(in years)
Aggregate
Intrinsic Value
(in thousands)
Outstanding as of December 31, 2022
8,467 $51.56 
Granted1,541 46.33 
Exercised(330)33.64 
Forfeited or expired(670)57.65 
Outstanding as of December 31, 2023
9,008 $50.87 5.92$17,164 
Exercisable as of December 31, 2023
5,207 $47.78 4.42$16,212 
Options vested or expected to vest as of 
 December 31, 2023 (1)
8,548 $50.79 5.78$16,896 
(1) In addition to the vested options, the Company expects a portion of the unvested options to vest at some point in the future. Options expected to vest are calculated by applying an estimated forfeiture rate to the unvested options.
The total cash received as a result of stock option exercises was $11,104,000 in 2023, $12,267,000 in 2022, and $63,860,000 in 2021. In connection with these exercises, the tax benefit (expense) realized by the Company was $(4,691,000) in 2023, $2,548,000 in 2022, and $46,529,000 in 2021.
Weighted-Average Assumptions Used in Estimating Fair Values of Stock Options Granted
The fair values of stock options granted in each period presented were estimated using the following weighted-average assumptions:
 Year Ended December 31,
 202320222021
Risk-free rate4.0 %2.2 %1.3 %
Expected dividend yield0.61 %0.44 %0.27 %
Expected volatility39 %37 %39 %
Expected term (in years)5.05.56.0
Nonvested Restricted Stock Shares Activity
The following table summarizes the Company's RSUs activity:
Shares
(in thousands)
Weighted-Average
Grant Date Fair Value
Nonvested as of December 31, 2022
1,269 $61.74 
Granted791 46.14 
Vested(521)59.22 
Forfeited or expired(110)59.20 
Nonvested as of December 31, 2023
1,429 $54.22 
Schedule of Performance Restricted Stock Units
Performance Restricted Stock Units (PRSUs)
The following table summarizes the Company's PRSUs activity:
Shares
(in thousands)
Weighted-Average
Grant Date Fair Value
Nonvested as of December 31, 2022
33 $62.49 
Granted46 44.86 
Vested— — 
Forfeited or expired— — 
Nonvested as of December 31, 2023
79 $52.23 
Stock-Based Compensation Expense
The following table presents the stock-based compensation expense by caption for each period presented on the Consolidated Statements of Operations (in thousands):
 Year Ended December 31,
 202320222021
Cost of revenue$1,979 $2,016 $1,345 
Research, development, and engineering16,480 17,693 13,535 
Selling, general, and administrative36,309 34,796 28,894 
$54,768 $54,505 $43,774