BMW Group
Senior AI Systems Engineer(m/w/x)
Full-timeOn-siteSenior
München
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Defining AI stack architecture and delivering end-to-end models for automated driving systems at a major automotive manufacturer. 5+ years in AI robotics or autonomous driving development with deep prediction/planning expertise required. Six weeks annual leave.
Requirements
- More than 5 years experience in AI-based robotics or autonomous driving development
- Strong Python programming skills
- Solid C++ experience
- Deep expertise in prediction and planning models
- Practical experience with data-driven development
- Experience with E2E AI architectures and learning paradigms
- Experience in safety critical or regulated environments (advantage)
Tasks
- Design and deliver end-to-end ADAS AI models
- Define and drive ADAS AI stack direction
- Define architecture and interfaces for vehicle, simulation, and validation
- Own complete training, evaluation, and release cycles
- Implement and execute training, evaluation, and release cycles
- Perform data selection and scene mining
- Conduct closed-loop evaluation
- Perform root cause error analysis
- Execute KPI-based validation
- Design and optimize humanlike driving behavior models
- Apply behavior modeling and reinforcement learning
- Utilize imitation learning and hybrid data/model approaches
- Contribute to international model rollouts
- Adapt models to regulatory requirements
- Adapt models to regional traffic behavior
- Adapt models to ODD extensions
- Design explainable AI functions for cross-domain integration
Work Experience
- 5 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- C++
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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Defining AI stack architecture and delivering end-to-end models for automated driving systems at a major automotive manufacturer. 5+ years in AI robotics or autonomous driving development with deep prediction/planning expertise required. Six weeks annual leave.
Requirements
- More than 5 years experience in AI-based robotics or autonomous driving development
- Strong Python programming skills
- Solid C++ experience
- Deep expertise in prediction and planning models
- Practical experience with data-driven development
- Experience with E2E AI architectures and learning paradigms
- Experience in safety critical or regulated environments (advantage)
Tasks
- Design and deliver end-to-end ADAS AI models
- Define and drive ADAS AI stack direction
- Define architecture and interfaces for vehicle, simulation, and validation
- Own complete training, evaluation, and release cycles
- Implement and execute training, evaluation, and release cycles
- Perform data selection and scene mining
- Conduct closed-loop evaluation
- Perform root cause error analysis
- Execute KPI-based validation
- Design and optimize humanlike driving behavior models
- Apply behavior modeling and reinforcement learning
- Utilize imitation learning and hybrid data/model approaches
- Contribute to international model rollouts
- Adapt models to regulatory requirements
- Adapt models to regional traffic behavior
- Adapt models to ODD extensions
- Design explainable AI functions for cross-domain integration
Work Experience
- 5 years
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- C++
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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