Research Associate Data Science, Data Exchange & Ontology | Wissenschaftliche*r Mitarbeiter*in (m/w/d) Data Science, Data Exchange & Ontology
Fraunhofer-Gesellschaft e.V. Zentrale München
Job Summary
This Research Associate position is crucial for advancing battery cell production in Germany and Europe by focusing on the digitalization of manufacturing processes. Day-to-day, you will be instrumental in developing and optimizing battery cell production through data-driven approaches, from individual production lines to entire value chains. Key responsibilities include identifying data-driven application potentials, developing scalable data pre-processing pipelines, and designing and maintaining data ontologies for semantic modeling. You will also analyze and develop methods for simulation and intelligent coupling of simulation models to enable data-based decision support. This role is attractive due to its impactful contribution to sustainable industrial production, an inspiring collaborative environment, and opportunities for doctoral studies and continuous professional development, making it ideal for a scientifically-minded professional eager to shape the future of battery technology.
Required Skills
Education
University degree (Diplom or Master) in Engineering, (Business) Informatics, another MINT subject, or a comparable field.
Experience
- Initial practical experience in Data Science
- Experience implementing use cases using common tools, libraries, and programming languages (e.g., Python, R, TensorFlow, PyTorch, scikit-learn)
- Familiarity with databases and database management systems (e.g., SQL, NoSQL)
- Initial knowledge in working with simulations
- Initial knowledge in the development and application of ontologies
Languages
Additional
- Not specified
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