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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
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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
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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