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Employee Incentive Plans (Tables)
12 Months Ended
Jan. 31, 2020
Share-based Payment Arrangement [Abstract]  
Schedule of Stock-based Compensation Expense by Award Type
Stock-based compensation expense by award type was as follows (in thousands):
 
Year Ended January 31,
 
2020
 
2019
 
2018
Stock options
$
21,888

 
$
23,466

 
$
24,186

RSUs
94,637

 
41,637

 
9,104

ESPP
9,408

 
7,248

 
7,111

Restricted stock awards
590

 
1,608

 
3,281

Restricted common stock
101

 
2,361

 
6,178

Total
$
126,624

 
$
76,320

 
$
49,860


Schedule of Stock-based Compensation Expense by Statement of Operations Location
Stock-based compensation expense was recorded in the following cost and expense categories in the Company’s consolidated statements of operations (in thousands):  
 
Year Ended January 31,
 
2020
 
2019
 
2018
Cost of revenue:
 
 
 
 
 
Subscription
$
12,923

 
$
7,837

 
$
4,600

Professional services and other
7,164

 
4,983

 
3,137

Research and development
37,683

 
22,642

 
18,107

Sales and marketing
38,077

 
22,916

 
13,242

General and administrative
30,777

 
17,942

 
10,774

Total
$
126,624

 
$
76,320

 
$
49,860


Schedule of Stock Option Activity
A summary of the Company’s stock option activity and related information was as follows:  
 
Number of
Options 
 
Weighted-
Average
Exercise
Price 
 
Weighted-
Average
Remaining
Contractual
Term
(Years)
 
Aggregate
Intrinsic Value
(in thousands)
Outstanding as of January 31, 2019
17,803,794

 
$
9.16

 
7.1
 
$
1,304,446

Granted
415,547

 
82.33

 
 
 
 
Exercised
(5,422,281
)
 
8.37

 
 
 
 
Canceled
(437,758
)
 
13.35

 
 
 
 
Outstanding as of January 31, 2020
12,359,302

 
$
11.82

 
6.2
 
$
1,436,487

As of January 31, 2020:
 
 
 
 
 
 
 
Vested and expected to vest
12,359,302

 
$
11.82

 
6.2
 
$
1,436,487

Vested and exercisable
8,723,638

 
$
8.16

 
5.9
 
$
1,045,852


Schedule of Black-Scholes Option Pricing Model Estimated Fair Value Assumptions
The Company used the Black-Scholes option pricing model to estimate the fair value of stock options granted with the following assumptions:  
 
Year Ended January 31,
 
2020
 
2019
 
2018
Expected volatility
43
%
 
40
%
 
40% - 41%

Expected term (in years)
6.3

 
6.3

 
6.3 - 6.4

Risk-free interest rate
1.55% - 2.27%

 
2.70
%
 
1.87% - 2.21%

Expected dividend yield

 

 


Schedule of Nonvested Restricted Stock Units Activity
A summary of the Company’s RSU activities and related information is as follows:
 
Number of
RSUs
 
Weighted-
Average
Grant Date Fair Value Per Share
Outstanding as of January 31, 2019
4,835,536

 
$
44.49

Granted
2,458,095

 
114.07

Vested
(1,752,333
)
 
44.69

Forfeited
(648,057
)
 
54.94

Outstanding as of January 31, 2020
4,893,241

 
$
77.99


Schedule of ESPP Black-Scholes Option Pricing Model Estimated Fair Value Assumptions
The Company estimated the fair value of ESPP purchase rights using a Black-Scholes option pricing model with the following assumptions:
 
 
Year Ended January 31,
 
 
2020
 
2019
 
2018
Expected volatility
 
43% - 59%
 
39% - 70%
 
32% - 38%
Expected term (in years)
 
0.5 - 1.0
 
0.5 - 1.0
 
0.5 - 1.2
Risk-free interest rate
 
1.53% - 2.05%
 
2.12% - 2.62%
 
0.95% - 1.73%
Expected dividend yield