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Income Taxes - Reconciliation of Statutory Federal Income Tax to Effective Tax (Details) - USD ($)
$ in Thousands
12 Months Ended
Jan. 31, 2022
Jan. 31, 2021
Jan. 31, 2020
Income Tax Disclosure [Abstract]      
Federal tax statutory tax rate $ 107,585 $ 82,739 $ 65,876
State taxes 11,035 4,401 3,035
Tax credits (25,968) (24,617) (23,468)
Stock-based compensation (29,715) (54,488) (34,569)
Valuation allowance 19,402 10,269 7,408
Foreign derived intangible income deduction (FDII) (3,406) (5,134) (4,836)
Other 5,988 825 (867)
Provision for income taxes $ 84,921 $ 13,995 $ 12,579