BT/MT: »Deep learning and machine learning in production«

Fraunhofer-Gesellschaft; Aachen; Vor Ort; EUR 60.000 - 80.000; Vollzeit

Zusammenfassung

An established industry player is seeking a motivated student to engage in innovative research projects involving Deep Learning and Machine Learning. This role offers the opportunity to work on real-world applications, preparing data and implementing models alongside experts in a collaborative environment. With access to state-of-the-art equipment and a focus on creativity, you will contribute to pioneering projects that shape the future of manufacturing. If you are passionate about technology and eager to make an impact, this is the perfect opportunity for you.

Leistungen

Excellent equipment of machines and devices

Collaboration in industry-oriented research projects

Space for creative work

Qualifikationen

• Studying mechanical engineering, computer science, or industrial engineering.
• Experience in machine learning is an advantage.

Aufgaben

• Create and prepare image and tabular data with experts.
• Implement DL & ML models based on use cases.
• Validate and document results.

Kenntnisse

Machine Learning

Deep Learning

Initiative

Team Spirit

German Language Skills

English Language Skills

Ausbildung

Mechanical Engineering

Computer Science

Industrial Engineering

Jobbeschreibung

In manufacturing, a wide variety of use cases exist where Deep Learning (DL) and Machine Learning (ML) are successfully applied. Examples of use cases include the production of rockets, stem cells to fight blood cancer, optics, or lightweight components. In particular, tabular and image data are recorded during production. In the context of the thesis, DL as well as ML pipelines are to be created for the applications of the production, which are taken in our industry projects directly on site into the operation.

What you will do

• Creation and preparation of image and tabular data in collaboration with experts
• Implementation of DL & ML models depending on the use case
• Comparison of DL-& ML-based methods with methods of classical data analysis
• Validation and documentation of results

What you bring to the table

• You are studying mechanical engineering, computer science, industrial engineering or a comparable subject
• Experience in the field of machine learning is an advantage
• A high degree of initiative and team spirit
• Very good language skills in German and English

What you can expect

• An excellent equipment of machines and devices
• Collaboration in industry or industry-oriented research projects and in a dedicated team
• Space for creative work

We value and promote the diversity of our employees' skills and therefore welcome all applications - regardless of age, gender, nationality, ethnic and social origin, religion, ideology, disability, sexual orientation and identity.

With its focus on developing key technologies that are vital for the future and enabling the commercial utilization of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future.

Interested? Apply online now. We look forward to getting to know you!

Questions according to this position will be answered by:
Helene Köhler
Marketing assistant »Production quality«
Phone: [phone]

Fraunhofer Institute for Production Technology IPT

www.ipt.fraunhofer.de

Requisition Number: 8382

Application Deadline: