Lead Scientist, Modeling & Simulation
Tasks
- Build statistical/machine learning models
- Collect clean transform large datasets
- Deploy machine learning pipelines to production
- Develop physics-informed machine learning models
- Develop predictive models for process optimization
- Develop yield quality and defect prediction models
- Integrate datasets from multiple RD domains
- Perform root-cause analysis and anomaly detection
- Translate engineering problems into data science frameworks
Perks/Benefits
- N/A
Skills/Tech-stack
Anomaly Detection | Cause analysis | Data Modeling | Data Transformation | Data cleaning | Data integration | ML pipelines | Machine Learning | Physics-informed machine learning | Predictive Modeling | PyTorch | Python | R | Root Cause Analysis | Root cause | SQL | Series analysis | Statistical modeling | TensorFlow | Time Series | Time Series Analysis
Education
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