Staff Data Scientist, Global Operations Intelligence, SMAI
Tasks
- Analyze manufacturing constraints and bottlenecks
- Apply operations research techniques for optimization and simulation
- Build mathematical models for capacity planning and allocation
- Collaborate with software teams to deploy models in production
- Contribute to roadmap development for digital twin and AI planning
- Develop optimization models for factory capacity utilization
- Develop predictive and prescriptive analytics models
- Drive cross functional alignment on assumptions and trade offs
- Forecast capacity demand and identify abnormal patterns
- Integrate optimization engines with data pipelines and dashboards
- Quantify business impact of optimization and analytics
- Translate analytical findings into actionable insights
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | CPLEX | Classification | Clustering | Constraint Programming | Dash | Digital Twin | Discrete Event Simulation | Discrete event | Event simulation) | Git | Gurobi | Integer linear programming | Linear Programming | Machine Learning | Mixed Integer | Mixed-Integer Linear Programming | Nonlinear Optimization | OR-Tools | Plotly | Power BI | Predictive Modeling | Pulp | Pyomo | Python | R | Regression | SQL | Series forecasting | Simulation-based optimization | Spark | Stochastic Optimization | Tableau | Time Series | Time Series Forecasting | What If | What-if analysis
Education
Roles
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