Owns company-wide variable compensation, including monthly commissions, bonus plans, quota structures, payout modeling, and plan administration. Partners with Sales, RevOps, Accounting, People, and executives on capacity planning, attainment monitoring, incentive effectiveness, compensation letters, accruals, ASC 606 capitalization, and reporting. Maintains QuotaPath, improves automation, validates HubSpot data, and builds compensation analytics using Omni and Snowflake.