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Borrowings - Schedule of Assets Held as Collateral Related to Secured Borrowings (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Dec. 31, 2016
Debt Instrument [Line Items]        
Cash $ 428,339 $ 329,132    
Restricted cash 64,001 67,878    
MSRs 1,486,395 1,457,149    
Advances, net 254,533 249,382    
Match funded assets 801,990 937,294    
Loans held for sale 275,269 242,622    
Loans held for investment 6,292,938 5,498,719    
Receivables, net 201,220 198,262    
Premises and equipment, net 38,274 33,417    
Other assets 563,240 379,567    
Total assets 10,406,199 9,394,216 $ 8,403,164  
Mortgage servicing rights, at fair value 1,486,395 $ 1,457,149 $ 671,962 $ 679,256
Match Funded Liabilities        
Debt Instrument [Line Items]        
Cash 0      
Restricted cash 17,332      
MSRs 0      
Advances, net 0      
Match funded assets 801,990      
Loans held for sale 0      
Loans held for investment 0      
Receivables, net 0      
Premises and equipment, net 0      
Other assets 0      
Total assets 819,322      
Financing Liabilities        
Debt Instrument [Line Items]        
Cash 0      
Restricted cash 0      
MSRs 915,148      
Advances, net 0      
Match funded assets 0      
Loans held for sale 0      
Loans held for investment 6,144,275      
Receivables, net 0      
Premises and equipment, net 0      
Other assets 0      
Total assets 7,059,423      
Mortgage Loan Warehouse/MSR Facilities        
Debt Instrument [Line Items]        
Cash 0      
Restricted cash 5,944      
MSRs 575,471      
Advances, net 0      
Match funded assets 0      
Loans held for sale 236,517      
Loans held for investment 115,130      
Receivables, net 24,795      
Premises and equipment, net 0      
Other assets 5,285      
Total assets 963,142      
Sales and Other Commitments        
Debt Instrument [Line Items]        
Cash 0      
Restricted cash 40,725      
MSRs 0      
Advances, net 28,737      
Match funded assets 0      
Loans held for sale 0      
Loans held for investment 0      
Receivables, net 0      
Premises and equipment, net 0      
Other assets 510,236      
Total assets 579,698      
Other        
Debt Instrument [Line Items]        
Cash 428,339      
Restricted cash 0      
MSRs 525      
Advances, net 225,796      
Match funded assets 0      
Loans held for sale 38,752      
Loans held for investment 33,533      
Receivables, net 176,425      
Premises and equipment, net 38,274      
Other assets 47,719      
Total assets 989,363      
Certain Cohorts | Other        
Debt Instrument [Line Items]        
Mortgage servicing rights, at fair value 4,700      
Residential Mortgage Backed Securities | Certain Cohorts | Other        
Debt Instrument [Line Items]        
Mortgage servicing rights, at fair value 27,900      
EBO And PLS Mortgage Servicing Rights | Certain Cohorts | Other        
Debt Instrument [Line Items]        
Mortgage servicing rights, at fair value $ 23,200