Data Scientist, Finance Forecasting
San Francisco, CA | New York City, NY
USD 270K-320K Senior-level Full Time
Tasks
- Build revenue forecasting models
- Conduct hierarchical reconciliation
- Develop event aware forecast architectures
- Improve forecast quality using accuracy results
- Monitor forecasting performance
- Partner with analytics engineer on feature pipelines and model deployment
- Perform causal measurement for launches and events
- Present and defend forecast estimates to executives
- Run backtesting and accuracy tracking
- Translate model outputs into recommendations for finance leadership
Perks/Benefits
- Employee benefits package
- Flexible work policy
- Flexible working hours
- Generous vacation
- Hybrid work option
- Optional equity donation matching
- Parental leave
Skills/Tech-stack
ARIMA | Applied statistics | Backtesting | Bayesian Structural Time Series | Causal Inference | Difference-in-differences | ETS | Event studies | Gradient boosting | Hierarchical reconciliation | Neural Forecasting | Prophet | Python | SQL | Series forecasting | Structural Time Series | Synthetic control | Time Series | Time Series Forecasting
Education
Roles
Regions
Countries
States
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