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Quarterly Results of Operations (Unaudited) - Schedule of Quarterly Results of Operations (Unaudited) (Details) - USD ($)
$ / shares in Units, $ in Thousands
 3 Months Ended 12 Months Ended
Dec. 31, 2020
Sep. 30, 2020
Jun. 30, 2020
Mar. 31, 2020
Dec. 31, 2019
Sep. 30, 2019
Jun. 30, 2019
Mar. 31, 2019
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Quarterly Financial Information Disclosure [Abstract]                      
Revenue $ 231,011 $ 249,035 $ 227,024 $ 253,842 $ 261,634 $ 283,515 $ 274,338 $ 303,888 $ 960,912 $ 1,123,375 $ 1,063,045
MSR valuation adjustments, net (20,553) (33,814) (23,434) (174,120) 829 134,561 (147,268) (108,998) (251,921) (120,876) (153,457)
Expenses 144,159 149,522 144,809 137,214 139,321 179,285 184,226 171,107 575,704 673,939 779,039
Other expense, net (67,108) (77,073) (64,937) (29,853) (85,899) (277,108) (27,177) (64,867) (238,971) (455,051) (202,025)
Loss from continuing operations before income taxes (809) (11,374) (6,156) (87,345) 37,243 (38,317) (84,333) (41,084) (105,684) (126,491) (71,476)
Income tax expense (benefit) 6,414 (1,954) (8,110) (61,856) 2,370 4,450 5,404 3,410 (65,506) 15,634 529
Loss from continuing operations, net of tax                 (40,178) (142,125) (72,005)
Income from discontinued operations, net of tax                 $ 0 $ 0 $ 1,409
Net loss attributable to Ocwen common stockholders $ (7,223) $ (9,420) $ 1,954 $ (25,489) $ 34,873 $ (42,767) $ (89,737) $ (44,494)      
Earnings (loss) per share attributable to Ocwen stockholders                      
Basic $ (0.83) $ (1.09) $ 0.23 $ (2.84) $ 3.88 $ (4.77) $ (10.01) $ (4.98)      
Diluted $ (0.83) $ (1.09) $ 0.23 $ (2.84) $ 3.87 $ (4.77) $ (10.01) $ (4.98)