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Operating Expenses - Components of Operating Expenses (Details) - USD ($)
$ in Thousands
3 Months Ended 12 Months Ended
Dec. 31, 2017
Sep. 30, 2017
Jun. 30, 2017
Mar. 31, 2017
Dec. 31, 2016
Sep. 30, 2016
Jun. 30, 2016
Mar. 31, 2016
Dec. 31, 2017
Dec. 31, 2016
Dec. 31, 2015
Other Income and Expenses [Abstract]                      
Fixed compensation expense                 $ 22,111 $ 24,332 $ 35,093
Variable compensation expense                 20,574 16,581 12,606
Equity compensation expense                 10,141 9,093 11,921
Total compensation expense                 52,826 50,006 59,620
Systems and consulting                 7,073 9,037 10,212
Loan acquisition costs                 5,022 5,744 10,326
Office costs                 4,248 4,550 5,270
Accounting and legal                 2,842 3,658 4,837
Corporate costs                 1,856 2,106 2,049
Other operating expenses                 3,289 3,284 5,102
Operating expenses before restructuring charges                 77,156 78,385 97,416
Restructuring charges               $ 10,000 0 10,401 0
Total Operating Expenses $ 20,367 $ 19,922 $ 18,641 $ 18,226 $ 17,824 $ 20,355 $ 20,155 30,452 77,156 88,786 97,416
Upfront costs associated with hiring new executive officer                 2,000    
Restructuring Cost and Reserve [Line Items]                      
Restructuring charges               $ 10,000 $ 0 10,401 $ 0
Fixed Compensation Expense                      
Other Income and Expenses [Abstract]                      
Restructuring charges                   5,000  
Restructuring Cost and Reserve [Line Items]                      
Restructuring charges                   5,000  
Equity Compensation Expense                      
Other Income and Expenses [Abstract]                      
Restructuring charges                   3,000  
Restructuring Cost and Reserve [Line Items]                      
Restructuring charges                   3,000  
Contract Termination Costs                      
Other Income and Expenses [Abstract]                      
Restructuring charges                   2,000  
Restructuring Cost and Reserve [Line Items]                      
Restructuring charges                   $ 2,000