BMW Group
Senior AI ADAS Engineer(m/w/x)
Full-timeOn-siteSenior
München
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BMBMW Group
Senior AI Engineer - Human-Like Behaviour(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Applying reinforcement learning and hybrid models for ADAS functions in a global automotive group. Several years of real-world ML-based ADAS development and PyTorch/TensorFlow production experience required. Six weeks annual leave, overtime compensation, flexible working hours.
Requirements
- Degree in Computer Science, Data Science, Machine Learning, Mathematics, Physics, or comparable qualifications
- Several years of hands-on experience in real-world ML-based ADAS or autonomous driving development
- Strong understanding of perception, prediction, planning, and end-to-end driving systems
- Proven production experience with machine-learning frameworks (PyTorch or TensorFlow)
- Demonstrated ownership in AD/ADAS, robotics, or large-scale autonomy stack with clear delivery impact
- Deep expertise in large-scale model development (training, evaluation, error analysis, optimisation)
- Ability to systematically derive and implement complex function changes (production-ready)
- Experience in safety-critical or regulated environments (advantageous)
Tasks
- Develop and industrialise end-to-end ML functions for ADAS.
- Design and improve human-like driving behaviour.
- Apply behaviour models, reinforcement learning, and hybrid approaches.
- Execute full training and evaluation cycles.
- Manage data selection and scene analysis.
- Perform error diagnosis.
- Validate new function states and ODD extensions.
- Translate market needs, regulatory requirements, and user behaviour.
- Develop production-ready function increments.
- Prepare increments for international deployment.
- Advance explainability and context modelling for ADAS.
- Contribute to the full development lifecycle.
- Support prototyping through series release.
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- TensorFlow
Benefits
Flexible Working
- Flexible working hours
More Vacation Days
- Six weeks annual leave
Competitive Pay
- Overtime compensation
Learning & Development
- Personal and professional development opportunities
Job Security
- Job security
Bonuses & Incentives
- Christmas bonus
- Profit sharing
Corporate Discounts
- Discounted BMW & MINI conditions
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of BMW Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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BMBMW Group
Senior AI Engineer - Human-Like Behaviour(m/w/x)
München
Full-timeOn-siteSenior
AI/ML
Data Science
Nejo AI Summary
Applying reinforcement learning and hybrid models for ADAS functions in a global automotive group. Several years of real-world ML-based ADAS development and PyTorch/TensorFlow production experience required. Six weeks annual leave, overtime compensation, flexible working hours.
Requirements
- Degree in Computer Science, Data Science, Machine Learning, Mathematics, Physics, or comparable qualifications
- Several years of hands-on experience in real-world ML-based ADAS or autonomous driving development
- Strong understanding of perception, prediction, planning, and end-to-end driving systems
- Proven production experience with machine-learning frameworks (PyTorch or TensorFlow)
- Demonstrated ownership in AD/ADAS, robotics, or large-scale autonomy stack with clear delivery impact
- Deep expertise in large-scale model development (training, evaluation, error analysis, optimisation)
- Ability to systematically derive and implement complex function changes (production-ready)
- Experience in safety-critical or regulated environments (advantageous)
Tasks
- Develop and industrialise end-to-end ML functions for ADAS.
- Design and improve human-like driving behaviour.
- Apply behaviour models, reinforcement learning, and hybrid approaches.
- Execute full training and evaluation cycles.
- Manage data selection and scene analysis.
- Perform error diagnosis.
- Validate new function states and ODD extensions.
- Translate market needs, regulatory requirements, and user behaviour.
- Develop production-ready function increments.
- Prepare increments for international deployment.
- Advance explainability and context modelling for ADAS.
- Contribute to the full development lifecycle.
- Support prototyping through series release.
Work Experience
- approx. 4 - 6 years
Education
- Bachelor's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- TensorFlow
Benefits
Flexible Working
- Flexible working hours
More Vacation Days
- Six weeks annual leave
Competitive Pay
- Overtime compensation
Learning & Development
- Personal and professional development opportunities
Job Security
- Job security
Bonuses & Incentives
- Christmas bonus
- Profit sharing
Corporate Discounts
- Discounted BMW & MINI conditions
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of BMW Group and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
BMW Group
Industry
Automotive
Description
Das Unternehmen bietet spannende Praktika im Bereich Markenerlebnis und Eventmanagement und legt großen Wert auf Gleichbehandlung und Chancengleichheit.
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