Derivatives - Additional Information (Details) $ in Thousands	1 Months Ended	3 Months Ended
	Jul. 31, 2017 USD ($) derivative	Mar. 31, 2018 USD ($)	Dec. 31, 2019 USD ($) derivative	Dec. 31, 2018 USD ($)	Dec. 31, 2017 USD ($)	Dec. 31, 2016 USD ($)
Derivative [Line Items]
Notional Amount	$ 100,000
Stockholders' equity			$ 762,329	$ 671,857	$ 596,729	$ 330,498
Cash collateral pledged on derivatives			$ 33,616	13,904
Subordinated Debentures
Derivative [Line Items]
Number of derivative instruments | derivative			2
Long-term debt			$ 30,930
Interest rate swaps
Derivative [Line Items]
Number of derivative instruments | derivative	3
Interest rate swaps | Designated as hedging:
Derivative [Line Items]
Notional Amount			30,000	30,000
Interest rate swaps | Subordinated Debentures
Derivative [Line Items]
Notional Amount			30,000
Fair value of interest rate swap			(515)	721
Interest Rate Swaps Three
Derivative [Line Items]
Notional Amount	$ 30,000
Derivative notional amount maturity period	3 years
Interest Rate Swaps Four
Derivative [Line Items]
Notional Amount	$ 35,000
Derivative notional amount maturity period	4 years
Interest Rate Swaps Five
Derivative [Line Items]
Notional Amount	$ 35,000
Derivative notional amount maturity period	5 years
Gain on canceled derivatives		$ 1,564
Accumulated Gain (Loss), Net, Cash Flow Hedge, Parent
Derivative [Line Items]
Stockholders' equity			$ 955	$ 1,436
London Interbank Offered Rate (LIBOR) | Interest rate swaps | Subordinated Debentures
Derivative [Line Items]
Variable interest rate			2.08%