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BM
BMW Group
last mo.

PhD Multimodal AI and Graph Learning for Intelligent 3D Design Automation(m/w/x)

München
Full-timeWith Home OfficeExperienced
AI/ML
Data Science

Description

In this PhD role, you will blend AI with 3D design to automate product development processes. Your work will involve training AI models, enhancing 3D tasks with language models, and creating efficient workflows for data processing.

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Requirements

  • University degree in Informatics, Artificial Intelligence, Computational Mechanics, or similar
  • Professional experience in AI Foundation Models, Graph Neural Networks (GNN), and Computer Aided Design (CAD)
  • Strong academic background with relevant technical skills and project experience
  • Ability to work independently and collaborate in an industrial environment
  • Excellent communication skills and motivation to drive innovative solutions
  • Valid residence or work permit for citizens outside the European Union

Education

Bachelor's degree

Work Experience

approx. 1 - 4 years

Tasks

  • Automate processes in 3D product development using AI and design
  • Train basic AI models with graph neural networks for single and multimodal applications
  • Utilize knowledge from large language models to enhance text-to-3D tasks
  • Develop efficient AI engineering models for high-accuracy automation in multi-agent systems
  • Implement automated workflows to process large datasets for model training

Languages

EnglishBusiness Fluent

Benefits

Mentorship & Coaching

  • Comprehensive mentoring & onboarding

Other Benefits

  • Personal & professional development
  • Apartment offers for students

Flexible Working

  • Flexible working hours
  • Digital offers & mobile working
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