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Income Taxes - Effective Tax Rate Reconciliation (Details) - USD ($)
$ in Thousands
12 Months Ended
Jan. 31, 2020
Jan. 31, 2019
Jan. 31, 2018
Income Tax Disclosure [Abstract]      
Expected provision at statutory federal rate $ (20,124) $ (11,254) $ (16,267)
Tax credits (5,798) (2,408) (1,327)
Change in valuation allowance 47,412 17,487 1,528
Share-based compensation (22,009) (4,631) 4,430
Impact of tax reform 0 0 11,125
Other 633 1,099 204
Total income tax provision (benefit) $ 114 $ 293 $ (307)