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STOCK-BASED COMPENSATION
9 Months Ended
Sep. 30, 2022
Share-Based Payment Arrangement [Abstract]  
STOCK-BASED COMPENSATION
NOTE 11. STOCK-BASED COMPENSATION
Expense
Three Months Ended
September 30,
Nine Months Ended
September 30,
(in thousands)2022202120222021
Cost of revenue
$6,797 $5,114 $19,754 $16,889 
Selling and marketing
12,933 13,376 36,524 41,844 
Research and development
7,724 6,231 22,425 19,343 
General and administrative
6,320 3,974 14,598 11,407 
$33,774 $28,695 $93,301 $89,483 
Income tax benefit
$(600)$(5,845)$(1,505)$(18,028)
As of September 30, 2022, the Company had $161.0 million of unrecognized stock-based compensation expense, net of estimated forfeitures, which is expected to be recognized over a weighted-average period of 2.1 years.
Grants
Nine Months Ended
September 30, 2022
(in thousands)SharesTotal Fair Value
Restricted stock units
1,436 $112,303 
Non-qualified stock options
4,529 $102,332 
Common stock14 $600