Senior Data Scientist
Tasks
- Build digital twin models for semiconductor fabs
- Collaborate with engineering and IT teams on AI automation and Industry 4.0
- Design dashboards for real time fab KPIs
- Develop predictive maintenance algorithms
- Forecast equipment failures and cycle time variations
- Integrate IoT, MES, and facility data
- Optimize fab workflows for cost energy and productivity
- Run physics based and what if simulations
- Support 3D visualization of fab layouts
Perks/Benefits
- N/A
Skills/Tech-stack
3D Modeling | AWS | Azure | Data Engineering | IoT | MES | Machine Learning | NVIDIA Omniverse | Optimization | Predictive Maintenance | PyTorch | Python | R | SQL | Simulation | Statistical Analysis | TensorFlow
Education
Roles
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