Thesis (Master): Generative AI in 3D CAD and CAM

Siemens Mobility; München; Vor Ort; EUR 60.000 - 80.000; Vollzeit

Zusammenfassung

A leading technology company is offering an exciting opportunity for a Master's thesis focusing on generative AI in 3D CAD and CAM. You will work on innovative projects, conducting research in deep generative modelling and collaborating with experts in the field. The ideal candidate is enrolled in a Master's program in Computer Science or related fields and possesses strong skills in Machine Learning and Python. You will have the chance to access the latest technologies and contribute to cutting-edge developments in smart manufacturing.

Leistungen

Individual supervision and support from experienced experts

Access to the latest technologies and resources

Diverse opportunities to contribute ideas

Qualifikationen

• Strong theoretical foundation in Machine Learning and Deep Learning.
• Ability to write clean, readable, and efficient code.
• Familiarity with generative models like Stable Diffusion and Llama.

Aufgaben

• Conduct research in the field of deep generative modelling.
• Collaborate with research scientists to develop innovative ideas.
• Get involved in pioneering projects within R&D.

Kenntnisse

Machine Learning (ML)

Deep Learning (DL)

Python

PyTorch

3D computer vision

Ausbildung

Master's program in Computer Science, Electrical Engineering or a related field

Jobbeschreibung

Thesis (Master): Generative AI in 3D CAD and CAM

Mode of Employment: Limited

Start your career with an exciting thesis! As part of our dynamic team, you will work on pioneering projects and can put your theoretical knowledge directly into practice.

Our R&D department develops technologies for the future of predictive maintenance and smart manufacturing on an industrial scale. In our work, we create technology with purpose. Therefore, we innovate in the field of plant and control technology, process monitoring, and industrial data management.

What you'll love about us

• Exciting research and development projects that put your theoretical knowledge into practice
• Individual supervision and support from experienced experts in your field
• Access to the latest technologies, laboratories, and resources
• Diverse opportunities to contribute your ideas and actively shape the projects
• Excellent career opportunities through contact with potential employers

You’ll make an impact by

• As a part of the team, you will conduct research in the field of deep generative modelling, Multimodal Large Language Models, and 3D computer vision
• You will collaborate with research scientists to develop innovative ideas building up on state-of-the-art methods in computer vision research for CAD/CAM
• You will write clean, readable, and efficient code
• Education: You are currently enrolled in a master's program in Computer Science, Electrical Engineering or a related field.
• Experience & Skills:
• You have a strong theoretical foundation in Machine Learning (ML) and Deep Learning (DL)
• You have strong programming skills in Python and deep learning frameworks like PyTorch
• You are familiar with popular generative models and are motivated to learn more about them, e.g. Stable Diffusion, Llama and derivatives
• Your passion for research and publishing in top-tier ML conferences is a big plus
• Ways of working: You have an ability to both work independently and as part of a team
• Languages: You can communicate effectively in English; German is a plus

You are much more than your qualifications, and we believe in the potential of every single candidate. We look forward to getting to know you!

Your individual personality and perspective are important to us. We create a working environment that reflects the diversity of the society and support you in your personal and professional development. Let’s get to know your authentic personality and create a better future together with us. As an equal-opportunity employer we are happy to consider applications from individuals with disabilities.

About us

As a leading technology company, Siemens offers you excellent opportunities to write your bachelor's or master's thesis in an innovative and practical environment. Are you nearing the end of your studies and looking for an interesting topic for your bachelor's or master's thesis? Then you are in the right place with us!

FAQ – if you need further information on the application process.