Lead Data Scientist, Demand Forecasting
Charlotte, North Carolina, United States
USD 160K-192K Senior-level Full Time
Tasks
- Back test forecast accuracy
- Build data pipelines and feature layer
- Build demand forecasting model
- Collaborate with IT and product to productionize model
- Convert reservation backlog with probabilities
- Create probabilistic unconstrained demand forecasts
- Document methodology and assumptions
- Ensure data quality and shared definitions
- Monitor model performance and retrain
- Own demand data end to end
- Quantify forecast uncertainty
- Solve cold start forecasting using priors
Perks/Benefits
- 401k match
- Dental insurance
- Income protection
- Medical insurance
- Paid time off
- Parental leave
- Vision insurance
Skills/Tech-stack
Bayesian Modeling | Data Pipelines | Data Quality | Hierarchical modeling | MLOps | Machine Learning | Model Monitoring | Probabilistic Forecasting | Python | SQL | Series forecasting | Time Series | Time Series Forecasting
Education
Regions
Countries
States
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