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Stock-Based Compensation - Summary of Stock-Based Compensation Expense (Details) - USD ($)
$ in Thousands
9 Months Ended
Sep. 30, 2019
Sep. 30, 2018
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Total pre-tax stock-based compensation expense charged against income $ 5,468 $ 4,606
Stock options    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Total pre-tax stock-based compensation expense charged against income 1,970 2,231
Restricted stock and restricted stock units    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Total pre-tax stock-based compensation expense charged against income 2,980 1,943
Employee Stock Purchase Plan    
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]    
Total pre-tax stock-based compensation expense charged against income $ 518 $ 432