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Non-Interest Revenues - Non-Interest Revenue by Business (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2020
Dec. 31, 2019
Dec. 31, 2018
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers $ 40,194 $ 46,720 $ 43,239
Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 36,114 42,764 39,558
Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 4,080 3,956 3,681
Interchange and card revenue      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 21,039 28,941 30,695
Interchange and card revenue | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 21,039 28,941 30,695
Deposit fees      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 13,835 12,815 7,824
Deposit fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 13,835 12,815 7,824
University fees - card and disbursement fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 1,240 1,008 1,039
University fees - subscription revenue | Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 4,080 3,956 3,681
Customers Bank Business Banking      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers (2,718) 2,523 2,071
Customers Bank Business Banking | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers (2,718) 2,523 2,071
Customers Bank Business Banking | Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 0 0 0
Customers Bank Business Banking | Interchange and card revenue | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers (5,245) 781 794
Customers Bank Business Banking | Deposit fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 2,527 1,742 1,277
Customers Bank Business Banking | University fees - card and disbursement fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 0 0 0
Customers Bank Business Banking | University fees - subscription revenue | Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 0 0 0
BankMobile      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 42,912 44,197 41,168
BankMobile | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 38,832 40,241 37,487
BankMobile | Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 4,080 3,956 3,681
BankMobile | Interchange and card revenue | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 26,284 28,160 29,901
BankMobile | Deposit fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 11,308 11,073 6,547
BankMobile | University fees - card and disbursement fees | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 1,240 1,008 1,039
BankMobile | University fees - subscription revenue | Transferred over Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers 4,080 $ 3,956 $ 3,681
BankMobile | Interchange And Card Revenue, Difference Between Regulated And Unregulated Interchange Rates | Transferred at Point in Time      
Disaggregation of Revenue [Line Items]      
Revenue from contracts with customers $ 5,900