Build and operate scalable cloud data pipelines, warehouses, transformation layers, and ML production systems. Lead data infrastructure architecture, warehouse performance optimization, DataOps monitoring, CI/CD improvements, data quality testing, and large-scale data product delivery. Collaborate across teams, promote data stewardship, and support batch and streaming pipelines while deploying, serving, and monitoring machine learning models.

Own corporate or GTM P&Ls, budgeting, forecasting, variance analysis, financial modeling, and planning cadences. Partner with senior leadership on hiring, investments, resource allocation, and SaaS unit economics. Manage and develop a Senior Financial Analyst, administer Adaptive Planning, and implement AI-augmented finance workflows. The role requires advanced driver-based modeling, executive communication, and experience with enterprise planning platforms.