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Deposits - Schedule of Deposits (Details) - USD ($)
$ in Thousands
Sep. 30, 2018
Dec. 31, 2017
Deposits [Abstract]    
Non-interest bearing demand deposits $ 1,175,222 $ 760,887
Interest bearing checking accounts 317,145 186,611
Money market demand accounts 661,271 349,862
Other savings 476,879 437,212
Time deposits (below $250,000) 916,014 627,255
Time deposits ($250,000 and above) 194,236 81,502
Total deposits $ 3,740,767 $ 2,443,329