Data Scientist (f/m/div.)
Core
Transform complex engineering and production challenges into data-driven solutions to enhance product quality and increase operational efficiency in manufacturing environments.
Role type
Senior IC data scientist (industrial AI/ML)
Builds
AI/ML models and advanced analytics solutions for quality improvement, predictive maintenance, and process optimization.
Domain
Manufacturing / Industrial Analytics / Industry 4.0
Deliverable
production ML models
Required skills
Machine learning methods (regression, classification, clustering, anomaly detection, forecasting), statistical analysis and hypothesis testing, Python, SQL, feature engineering, model explainability, MLOps concepts, time-series data handling
Preferred skills
Deep learning approaches, Databricks, manufacturing systems (MES, PLC, SCADA), industrial KPIs (OEE, yield, scrap)
Technologies
Python, SQL, Pandas, NumPy, Scikit-learn, SciPy, Matplotlib, Seaborn, Plotly, PyTorch, TensorFlow, Git, Databricks
Responsibilities
Develop and validate AI/ML models for use cases like predictive maintenance and anomaly detection; collaborate with Process Experts and Data Engineers to ensure scalable solutions; contribute to the full solution lifecycle from problem definition to deployment; standardize analytical methods across projects.
Seniority
Senior, hands-on IC
