Senior Data Scientist
Tasks
- Build digital twin models for fabs
- Design dashboards for real time fab KPI monitoring
- Develop predictive maintenance and forecasting algorithms
- Integrate IoT, MES, and facility data
- Optimize fab throughput and energy efficiency
- Optimize fab workflows for cost energy and productivity
- Run what if simulations for layout and capacity planning
- Visualize fab layouts and operational states in 3D
Perks/Benefits
- N/A
Skills/Tech-stack
3D Modeling | AWS | Azure | Cloud Computing | Data Engineering | Data Visualization | IoT | MES | Machine Learning | Manufacturing Execution System | Manufacturing execution | NVIDIA Omniverse | Optimization | Predictive Maintenance | PyTorch | Python | R | SQL | Simulation | TensorFlow
Education
Roles
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