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Operating Expenses - Components of Operating Expenses (Details) - USD ($)
$ in Thousands
 3 Months Ended 6 Months Ended
Jun. 30, 2019
Jun. 30, 2018
Jun. 30, 2019
Jun. 30, 2018
Other Income and Expenses [Abstract]        
Fixed compensation expense $ 9,252 $ 5,775 $ 17,457 $ 12,214
Variable compensation expense 4,021 1,825 8,423 8,732
Equity compensation expense 4,024 3,835 6,977 6,532
Total compensation expense 17,297 11,435 32,857 27,478
Systems and consulting 2,536 1,774 4,364 3,640
Loan acquisition costs 1,516 2,155 2,993 3,973
Office costs 1,585 1,084 2,889 2,224
Accounting and legal 960 1,074 2,085 1,908
Corporate costs 545 496 1,219 1,000
Other operating expenses 1,816 991 3,007 1,816
Total Operating Expenses $ 26,255 $ 19,009 $ 49,414 $ 42,039