The Company leases office space under non-cancelable operating leases with various expiration dates through 2027. These leases require monthly lease payments that may be subject to annual increases throughout the lease term.


	Three Months Ended October 31,				Nine Months Ended October 31,
	2021		2022		2021		2022
Operating lease expense	$	1,695	$	1,461	$	4,638	$	4,944
Short-term lease expense	340		284		934		1,042
Total lease expense	$	2,035	$	1,745	$	5,572	$	5,986


			As of October 31, 2022
Weighted average remaining lease term (years)			4.3
Weighted average discount rate			10.0%


Year Ending January 31:
2023(1)	$	1,232
2024(1)	5,056
2025	5,111
2026	5,207
2027	5,348
Thereafter	1,797
Total lease payments	23,751
Less imputed interest	(4,450)
Present value of lease liabilities	$	19,301

(1)Net of $0.5 million and $1.0 million of tenant improvements which are expected to be utilized in fiscal 2023 and 2024, respectively.

Cash paid for operating leases was $1.5 million and $2.3 million during the three months ended October 31, 2021 and 2022, respectively, and $3.7 million and $4.7 million during the nine months ended October 31, 2021 and 2022, respectively, and was included in net cash used in operating activities in the condensed consolidated statements of cash flows.

In November 2020, the Company entered into an agreement to lease office space from its current landlord. The lease term commenced on May 1, 2021 and is for a period of approximately six years, with rent payments over the term of the lease totaling approximately $23.8 million. At the lease commencement date, the Company classified the lease as an operating lease and recorded a lease liability of $13.6 million with a corresponding right-of-use asset.