Expert Data Scientist Industriel – Machine Learning & Root Cause Analysis (H/F)
Tasks
- Analyze time series and production data
- Apply model interpretability methods
- Audit machine learning studies
- Benchmark model performance
- Detect model bias and overfitting
- Distinguish correlation and causal relationships
- Identify explanatory variables
- Perform root cause analysis for industrial defects
- Present recommendations to stakeholders
- Produce critical audit reports
- Prototype alternative approaches in Python
- Reproduce data science treatments
- Review machine learning workflows
- Verify model robustness
Perks/Benefits
- Afterwork events
- Flexible meal allowance
- Health insurance
- Long-term assignments
- Regular check-ins
- Relocation on request
- Training opportunities
- Workplace accommodation
Skills/Tech-stack
Anomaly Detection | Causality | Cause analysis | Data Analysis | Data Quality | Explainability | Exploratory Data Analysis | Feature Engineering | Feature importance | Jupyter Notebook | Machine Learning | Model Validation | Multivariate statistics | Parquet | Python | Root Cause Analysis | Root cause | SHAP | Scikit-learn | Series analysis | Spark | Statistical modeling | Time Series | Time Series Analysis | XGBoost
Education
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