Data Scientist (f/m/div.)
Core
Transform complex engineering and production challenges into data-driven solutions to enhance product quality and 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, anomaly detection, and process optimization.
Domain
Manufacturing / Industrial Analytics / Automotive Electronics
Deliverable
production ML models
Required skills
Machine learning (regression, classification, clustering, anomaly detection, forecasting, optimization), statistical analysis, Python, SQL, feature engineering, model evaluation, hyperparameter tuning, model explainability, MLOps concepts, time-series data handling, manufacturing systems knowledge (MES, PLC, SCADA)
Preferred skills
Deep learning, Databricks, cloud-based AI platforms, API/container deployment, manufacturing KPIs (OEE, yield, scrap, downtime)
Technologies
Python, SQL, Pandas, NumPy, Scikit-learn, SciPy, Matplotlib, Seaborn, Plotly, PyTorch, TensorFlow, Git, Databricks
Responsibilities
Develop and validate AI/ML models for specific use cases, collaborate with multidisciplinary teams (Process Experts, Data Engineers, MLOps), contribute to the full solution lifecycle from problem definition to deployment, standardize analytical methods and best practices.
Seniority
Senior, hands-on IC