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Employee Benefit Plans - Summary of Stock-based Compensation Expense Recognized in Financial Statements (Details) - USD ($)
$ in Thousands
3 Months Ended 9 Months Ended
Sep. 30, 2021
Sep. 30, 2020
Sep. 30, 2021
Sep. 30, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation expense, net of amounts capitalized $ 24,594 $ 21,606 $ 73,766 $ 58,579
Capitalized stock-based compensation expense 530 206 1,666 1,692
Stock-based compensation expense 25,124 21,812 75,432 60,271
Cost of revenue        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation expense, net of amounts capitalized 1,639 1,222 4,701 3,229
Research and development        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation expense, net of amounts capitalized 10,081 8,322 29,891 22,275
Sales and marketing        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation expense, net of amounts capitalized 5,672 5,912 17,864 15,096
General and administrative        
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]        
Stock-based compensation expense, net of amounts capitalized $ 7,202 $ 6,150 $ 21,310 $ 17,979