Senior Data Scientist, GBSG Demand Planning
Category Data Location San Diego, California Job ID 22964
USD 149K-202K Senior-level Full Time
Tasks
- Build dashboards and data products
- Build demand forecasting models
- Conduct time series regression and causal analysis
- Design and analyze A/B/n experiments
- Develop predictive and prescriptive models
- Document models assumptions and methodologies
- Explore new demand signal sources
- Own demand forecasting end to end
- Partner with Data Engineering on data quality
- Partner with workforce management capacity planning and finance
- Produce interval level daily and weekly forecasts
- Quantify forecast risk with scenarios
- Run post season forecast accuracy retrospectives
- Support real time in season demand analytics
- Translate model outputs into demand narratives
- Validate and review forecasting models
- Write production quality SQL and Python or R code
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Artificial Intelligence | B testing | Causal Inference | Confidence Intervals | Dashboards | Data Storytelling | Data Workflow | Data workflow management | Difference-in-differences | ETL | Machine Learning | Pandas | Propensity score | Python | R | Regression | SQL | Scenario Modeling | Scikit-learn | Series modeling | StatsModels | Synthetic control | Time Series | Time Series Modeling | Workflow Management
Education
Roles
Regions
Countries
States
Cities
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