Senior data scientist
Tasks
- Build digital twin models
- Collaborate with engineering teams
- Design real-time KPI dashboards
- Develop predictive maintenance models
- Forecast cycle time variations
- Forecast equipment failures
- Forecast yield impacts
- Improve energy efficiency
- Integrate IoT sensor data
- Integrate MES data
- Integrate facility data
- Optimize equipment throughput
- Optimize fab workflows
- Run what if simulations
- Visualize fab layouts in 3D
Perks/Benefits
- N/A
Skills/Tech-stack
3D Modeling | 3D visualization | AWS | Azure | Cloud Computing | IoT | MES | Machine Learning | NVIDIA Omniverse | PyTorch | Python | R | SQL | Statistical Analysis | TensorFlow | Unity
Education
N/A
Roles
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