Job
Core
Own the forecasting product that turns marketplace data into daily/monthly forecasts of supply, demand, and financial metrics to support target setting, financial planning, and scenario analysis.
Role type
Senior Analyst (Forecasting & Planning)
Builds
Daily and monthly forecasts for supply, demand, and financial metrics; scenario analysis for pricing, incentives, and marketing interventions.
Domain
Marketplace analytics, financial planning, demand science
Deliverable
production ML models
Required skills
Time-series forecasting, Python (pandas), SQL, business planning cycles, variance decomposition, scenario analysis, data validation, stakeholder communication
Preferred skills
Mobility/marketplace domain experience, S&OP/budgeting support, econometrics, hierarchical forecasting, CI/CD pipelines
Technologies
Python, BigQuery, Databricks, Git, GitHub Actions, Prophet, scikit-learn
Responsibilities
Track plan vs actual and decompose variances into business drivers; support company planning cycles with forecast baselines; build and run scenario analysis for planned interventions; maintain dependency logic between metrics; investigate anomalies end-to-end; improve models pragmatically based on planning value.
Seniority
Senior, hands-on IC
