Sr. Data Scientist
Tasks
- Build Monte Carlo simulation models
- Build discrete event simulation models
- Build safety stock optimization models
- Communicate model trade offs to non technical stakeholders
- Conduct "what if" analysis
- Contribute optimization and simulation logic to digital twin
- Design inventory optimization models
- Develop lead time uncertainty models
- Develop multi echelon inventory models
- Develop stochastic demand models
- Diagnose optimization infeasibility and convergence issues
- Document model logic assumptions and limitations
- Partner with supply chain stakeholders for model requirements
- Quantify cost to serve and service risk
- Solve linear mixed integer and stochastic optimization problems
- Translate optimization outputs into recommendations
Perks/Benefits
- N/A
Skills/Tech-stack
CPLEX | Demand forecasting | Discrete Event Simulation | Discrete event | Event simulation) | Gurobi | Integer Programming | Inventory optimization | Lead Time | Lead Time Modeling | Linear Mixed Integer Models | Linear Programming | Mixed Integer | Mixed-Integer Programming | Monte Carlo | Monte Carlo Simulation | Multi Echelon Inventory | Python | Safety stock | Scenario Planning | Stochastic Optimization
Education
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