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Deposits - Summary of Deposit Liabilities (Details) - USD ($)
$ in Thousands
Dec. 31, 2019
Dec. 31, 2018
Interest and Noninterest Bearing Domestic Deposit Liabilities To Deposit Liabilities [Abstract]    
Noninterest-bearing demand $ 1,124,121 $ 950,218
Interest-bearing checking 1,797,504 1,711,507
Money market 1,003,149 715,620
Savings 498,201 486,287
Certificates of deposit 870,804 757,038
Total deposits $ 5,293,779 $ 4,620,670
Percentage Of Interest and Noninterest Bearing Domestic Deposit Liabilities To Deposit Liabilities [Abstract]    
Noninterest-bearing demand 21.23% 20.56%
Interest-bearing checking 33.96% 37.04%
Money market 18.95% 15.49%
Savings 9.41% 10.52%
Certificates of deposit 16.45% 16.39%
Total Deposits 100.00% 100.00%