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Securities - Contractual Maturity (Details) - USD ($)
$ in Thousands
Dec. 31, 2018
Dec. 31, 2017
Cash and Cash Equivalents [Line Items]    
Due within one year $ 39,310  
Due after one year through five years 44,304  
Due after five years through ten years 81,825  
Due after ten years 59,051  
Amortized Cost 1,264,529 $ 674,104
Available-for-sale Securities, Fair Value [Abstract]    
Due within one year 39,649  
Due after one year through five years 44,788  
Due after five years through ten years 82,781  
Due after ten years 58,001  
Fair Value 1,250,777 671,488
Residential mortgage backed securities | Government agency mortgage backed securities    
Cash and Cash Equivalents [Line Items]    
Without single maturity date, amortized cost 621,690  
Amortized Cost 621,690 196,121
Available-for-sale Securities, Fair Value [Abstract]    
Without single maturity date, fair value 613,283  
Fair Value 613,283 193,950
Residential mortgage backed securities | Government agency collateralized mortgage obligations    
Cash and Cash Equivalents [Line Items]    
Without single maturity date, amortized cost 332,697  
Amortized Cost 332,697 180,258
Available-for-sale Securities, Fair Value [Abstract]    
Without single maturity date, fair value 326,989  
Fair Value 326,989 176,639
Commercial mortgage backed securities | Government agency mortgage backed securities    
Cash and Cash Equivalents [Line Items]    
Without single maturity date, amortized cost 21,957  
Amortized Cost 21,957 31,015
Available-for-sale Securities, Fair Value [Abstract]    
Without single maturity date, fair value 21,830  
Fair Value 21,830 31,170
Commercial mortgage backed securities | Government agency collateralized mortgage obligations    
Cash and Cash Equivalents [Line Items]    
Without single maturity date, amortized cost 28,446  
Amortized Cost 28,446 5,019
Available-for-sale Securities, Fair Value [Abstract]    
Without single maturity date, fair value 28,335  
Fair Value 28,335 5,006
Other debt securities    
Cash and Cash Equivalents [Line Items]    
Without single maturity date, amortized cost 35,249  
Amortized Cost 44,046 17,106
Available-for-sale Securities, Fair Value [Abstract]    
Without single maturity date, fair value 35,121  
Fair Value $ 43,927 $ 17,290