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Property and Equipment - Summary of Property and Equipment (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Property, Plant and Equipment [Line Items]    
Property and equipment, gross $ 32,599 $ 38,902
Less: accumulated depreciation (23,002) (26,895)
Property and equipment, net 9,597 12,007
Purchased software, including capitalized software development costs    
Property, Plant and Equipment [Line Items]    
Property and equipment, gross 13,965 16,239
Computer hardware    
Property, Plant and Equipment [Line Items]    
Property and equipment, gross 8,975 12,292
Furniture and office equipment    
Property, Plant and Equipment [Line Items]    
Property and equipment, gross 2,369 2,518
Leasehold improvements    
Property, Plant and Equipment [Line Items]    
Property and equipment, gross 7,244 7,396
Construction in process    
Property, Plant and Equipment [Line Items]    
Property and equipment, gross $ 46 $ 457