Property and Equipment, net - Schedule of Property and Equipment, net (Details) - USD ($) $ in Thousands	Dec. 31, 2021	Dec. 31, 2020
Property, Plant and Equipment [Line Items]
Total property and equipment	$ 171,587	$ 157,716
Less: Accumulated depreciation and amortization	(114,701)	(95,534)
Total property and equipment, net	56,886	62,182
Machinery and equipment
Property, Plant and Equipment [Line Items]
Total property and equipment	10,339	8,860
Leasehold improvements, furniture, and computer hardware
Property, Plant and Equipment [Line Items]
Total property and equipment	41,209	42,614
Vehicles
Property, Plant and Equipment [Line Items]
Total property and equipment	76,487	68,245
Computer software
Property, Plant and Equipment [Line Items]
Total property and equipment	$ 43,552	$ 37,997