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Deposits - Summary of Deposit Balances (Details) - USD ($)
$ in Thousands
Mar. 31, 2018
Dec. 31, 2017
Banking and Thrift [Abstract]    
NOW and demand $ 382,406 $ 381,316
Regular savings 216,894 221,004
Money market 643,336 646,603
Brokered money market 90,369 92,798
Total non-certificate accounts 1,333,005 1,341,721
Term certificates of $250,000 or more 156,244 134,649
Term certificates less than $250,000 348,752 313,733
Brokered term certificates 239,837 249,766
Total term certificate accounts 744,833 698,148
Total deposits $ 2,077,838 $ 2,039,869