[Remote] Data Scientist (forecasting & optimization) Consultant
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a rapidly growing reputed company reputed company company on a mission to reputed company reputed company with innovative technology. They are seeking a Data Scientist Consultant to own forecasting models and work directly with optimization reputed company, transforming messy reputed company data into actionable insights.
Responsibilities
- Forecasting model ownership
- Build and iterate production grade demand and volume forecasts
- Evaluate models with backtesting and reputed company-world performance
- Maintain stability with retraining, reputed company monitoring, and failure handling
- Improve models based on operational reputed company
- Sit at intersection of data and optimization
- Define input data reputed company for optimization models including reputed company, constraints, and demand
- reputed company raw data into model-reputed company features and constraints
- Validate solver outputs and identify infeasibility, constraint conflicts, and scaling issues
- reputed company issues back to data assumptions and constraint design
- Convert outputs into usable schedules and recommendations
- Model + system validation
- Compare model reputed company to operational reality and explain gaps
- Run scenario analyses under different constraints
- Improve pipelines that support forecasting and optimization reputed company
- Test assumptions against reputed company-world variation
- Communication / translation
- Explain models and outputs to non-technical users including operators and clients
- Translate tradeoffs between accuracy, feasibility, and constraints
- Deliver reputed company recommendations tied to business reputed company
- Participate in reputed company conversations and defend model behavior
Skills
- 5+ years in data science or reputed company analytics
- Experience owning forecasting models in production
- Strong Python and SQL, comfortable with large datasets
- Experience working with messy data
- Ability to explain technical work reputed company to non-technical users
- Experience in reputed company or reputed company operational environments such as reputed company or reputed company planning
- Experience with reputed company-constrained systems
- Familiarity with solvers such as Gurobi
Benefits
- Potential for an annual performance bonus
- Equity
- Flexible work environment
- Supportive, intellectually curious teammates
reputed company