Data Scientist - EMEA
Core
Develop data-driven insights, predictive models, and optimization solutions to improve semiconductor manufacturing operations and decision-support capabilities.
Role type
Data Scientist (Manufacturing Intelligence & Optimization)
Builds
Intelligent decision-support capabilities for semiconductor fabrication facilities
Domain
Semiconductor manufacturing / Industrial AI
Deliverable
production ML models
Required skills
Statistics, Python, Pandas, Polars, NumPy, Scikit-learn, Feature engineering, Optimization techniques, Hypothesis testing
Preferred skills
Discrete-event simulation, Operations research, MLOps, Time-series analysis, Semiconductor manufacturing knowledge
Technologies
Python, Pandas, Polars, NumPy, Scikit-learn
Responsibilities
Collect and analyze manufacturing and simulation datasets; Design and validate predictive models for forecasting and optimization; Work with discrete-event simulation to evaluate manufacturing scenarios; Translate analytical findings into business recommendations; Collaborate with customers and engineering teams on solution design.
Seniority
Mid-Senior, hands-on IC