Job
- Level
- Erfahren
- Job Feld
- Data
- Anstellung
- Teilzeit
- Vertragsart
- Befristetes Dienstverhältnis
- Ort
- München
- Arbeitsmodell
- Hybrid, Onsite
Job Zusammenfassung
In dieser Position entwickelst du innovative KI-Modelle für die Auswertung von Crash-Videos, integrierst Machine Learning mit physikalischen Simulationen und optimierst Workflows zur Verbesserung der Sicherheitstechnik im Fahrzeugbau.
Job Technologien
Deine Rolle im 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.
Unsere Erwartungen an dich
Ausbildung
- Master's degree in Engineering, Computer Science, Mathematics, or a related field.
Qualifikationen
- 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.
Erfahrung
- Experience with data preprocessing, annotation workflows, and large multimodal datasets, including images, videos, and point clouds.
Unser Angebot
- Comprehensive mentoring & onboarding.
- Personal & professional development.
- Digital offers & mobile working.
- Attractive & fair remuneration.
- Annual special payments such as vacation pay and Christmas bonus.
- Apartment offers for students (subject to availability & only Munich).
Benefits
Work-Life-Integration
Gesundheit, Fitness & Fun
Essen & Trinken
Themen mit denen du dich im Job beschäftigst
Job Standorte
Das ist dein Arbeitgeber
BMW AG
Weltweit führend in der Premium-Klasse: Ob Automobile, Motorräder oder Finanz- und Mobilitätsdienstleistungen - die Marken BMW, MINI, Rolls-Royce und BMW Motorrad stehen für höchste Qualität.
Description
- Unternehmenstyp
- Etablierte Firma
- Arbeitsmodell
- Hybrid, Onsite
- Branche
- Fahrzeugbau, Zulieferer, Industrie, Produktion
Arbeitgeber-Reviews
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4.1
PhD Explainable VLMs for Anomaly Detection in Crashworthiness Analyses
- Ort
- München
- Arbeitsmodell
- Hybrid, Onsite
- Diversität
- Für alle Personen geeignet (m/w/d)
