STAGE Césure - Ingénieur Machine Learning - H/F
Tasks
- Analyze plasma etch process parameters
- Analyze residuals and sub populations
- Build machine learning models for defectivity prediction
- Create training validation and test datasets
- Define evaluation metrics and learning space coverage
- Develop neural network for context analysis
- Improve model performance using active learning
- Perform feature engineering for noisy data
- Train transformer to generate process recipes
- Use feature importance and partial dependence for interpretability
Perks/Benefits
- N/A
Skills/Tech-stack
Active Learning | Data Analysis | Data Preparation | Deep learning | Feature Engineering | Feature importance | Machine Learning | Neural Networks | Partial Dependence | Python | Residual analysis | Transformers
Education
Regions
Countries
States
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