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Employee Benefits - Additional Information (Details) - USD ($)
12 Months Ended
Dec. 31, 2019
Dec. 31, 2018
Dec. 31, 2017
Defined Benefit Plan Disclosure [Line Items]      
Employer matching contribution, percent 4.00%    
Maximum annual contribution per employee, amount $ 7,200    
Defined contribution plan cost recognized 44,100,000 $ 36,700,000 $ 29,800,000
Compensation expense related to deferred compensation plan 600,000 1,700,000 $ 400,000
Other assets 8,900,000 9,000,000.0  
Other assets      
Defined Benefit Plan Disclosure [Line Items]      
Deferred compensation plan assets 75,700,000 66,600,000  
Other liabilities      
Defined Benefit Plan Disclosure [Line Items]      
Deferred compensation liability $ 79,600,000 $ 68,600,000