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Deposits - Summary of Interest Expense on Deposits (Details) - USD ($)
$ in Thousands
12 Months Ended
Dec. 31, 2022
Dec. 31, 2021
Dec. 31, 2020
Banking and Thrift, Other Disclosure [Abstract]      
Interest-bearing checking $ 11,344 $ 13,400 $ 19,395
Money market deposit 2,234 1,105 2,902
Savings 758 631 2,505
Time deposits 16,685 10,074 23,488
Total interest expense on deposits $ 31,021 $ 25,210 $ 48,290