Job
- Level
- Experienced
- Job Field
- Data
- Employment Type
- Part Time
- Contract Type
- Temporary employment
- Location
- Munich
- Working Model
- Hybrid, Onsite
Job Summary
In this role, you will develop innovative AI models for crash video evaluation, integrate machine learning with physics-based simulations, and optimize workflows to enhance safety engineering in automotive design.
Job Technologies
Your role in the team
- As a PhD student in our team at the BMW Group, you contribute to AI-based crash video evaluation using vision-language models.
- You support the development of innovative AI models and data-driven methods that help improve the accuracy and efficiency of crashworthiness assessments in automotive safety engineering.
- You support the development of AI models for vehicle crash behavior using modern geometric AI architectures.
- Together with the team, you help integrate machine learning and data analytics approaches with physics-based simulations to improve prediction accuracy.
- You also contribute to the development of automated workflows and optimization methods for crash simulations.
- Within the project, you support research on AI models for CAx (CAD, CAE, etc.) applications in the crash design process for cars.
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Our expectations of you
Education
- Master's degree in Engineering, Computer Science, Mathematics, or a related field.
Qualifications
- Extensive knowledge of computer vision and multimodal / vision-language models, e.g. transformers or CLIP-type architectures.
- A track record of research contributions, such as publications or conference talks, is a plus.
- Business-fluent English; German language skills are a plus.
Experience
- Experience with data preprocessing, annotation workflows, and large multimodal datasets, including images, videos, and point clouds.
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What we offer
- Umfassendes Mentoring & Onboarding.
- Personal & professional development.
- Digital offers & mobile working.
- Attraktive & faire Vergütung.
- Jährliche Sonderzahlungen wie Urlaubsgeld und Weihnachtsbonus.
- Apartment offers for students (subject to availability & only Munich).
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Benefits
Work-Life-Integration
Health, Fitness & Fun
Food & Drink
Topics You Will Work On
Job Locations
About Your Employer
BMW AG
Our world-leading premium automotive brands BMW, MINI, Rolls-Royce and our motorcycles, along with our comprehensive range of high-quality financial and mobility services make us a unique provider.
Description
- Company Type
- Established Company
- Working Model
- Hybrid, Onsite
- Industry
- Vehicle Manufacturing, Supplier, Industry, Production
Employer reviews
by devworkplaces.com
Total
(2 Reviews)3.1
Career Growth
3.1Engineering
2.3Culture
3.1Workingconditions
4.1
PhD Explainable VLMs for Anomaly Detection in Crashworthiness Analyzes
- Location
- Munich
- Working Model
- Hybrid, Onsite
- Diversity
- Open for all genders
