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PhD Thesis Safety for e2e ADAS Models(m/w/x)
Developing end-to-end ADAS models with vehicle implementation and rapid prototyping. AI/ML model deployment on high-performance SoCs knowledge required. Collaboration in a 500+ employee automotive tech firm.
Requirements
- Master’s degree in computational science, engineering or similar
- Motivation, self-drive, structured mindset, analytical thinking, and collaboration
- AI/ML model deployment on high-performance SoCs knowledge
- End-to-end ADAS model architectures, datasets and trends understanding
- Proficiency in Python and AI/ML frameworks (PyTorch)
- SOTIF and FuSa understanding
- ADAS system development experience across V-model
- Willingness to travel
- Valid driver’s license
Tasks
- Contribute to next-generation end-to-end ADAS model development
- Collaborate with peers on full engineering lifecycle
- Conduct early concept and system analysis
- Perform simulation and rapid prototyping
- Implement and demonstrate models in vehicles
- Research end-to-end ADAS model safety
- Design datasets and evaluation metrics
- Conduct scenario-based testing
- Run closed-loop SIL/HIL evaluations
- Analyze test results for technical decisions
- Improve integration and deployment pipelines
- Build technical relationships with Harman and universities
- Align project goals and coordinate joint initiatives
- Strive for co-creation and co-author publications
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- AI/ML
- SoCs
- ADAS
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PhD Thesis Safety for e2e ADAS Models(m/w/x)
Developing end-to-end ADAS models with vehicle implementation and rapid prototyping. AI/ML model deployment on high-performance SoCs knowledge required. Collaboration in a 500+ employee automotive tech firm.
Requirements
- Master’s degree in computational science, engineering or similar
- Motivation, self-drive, structured mindset, analytical thinking, and collaboration
- AI/ML model deployment on high-performance SoCs knowledge
- End-to-end ADAS model architectures, datasets and trends understanding
- Proficiency in Python and AI/ML frameworks (PyTorch)
- SOTIF and FuSa understanding
- ADAS system development experience across V-model
- Willingness to travel
- Valid driver’s license
Tasks
- Contribute to next-generation end-to-end ADAS model development
- Collaborate with peers on full engineering lifecycle
- Conduct early concept and system analysis
- Perform simulation and rapid prototyping
- Implement and demonstrate models in vehicles
- Research end-to-end ADAS model safety
- Design datasets and evaluation metrics
- Conduct scenario-based testing
- Run closed-loop SIL/HIL evaluations
- Analyze test results for technical decisions
- Improve integration and deployment pipelines
- Build technical relationships with Harman and universities
- Align project goals and coordinate joint initiatives
- Strive for co-creation and co-author publications
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- Python
- PyTorch
- AI/ML
- SoCs
- ADAS
Like this job?
BetaYour Career Agent finds similar jobs for you every day.
About the Company
HARMAN Becker Automotive Systems GmbH
Industry
Automotive
Description
Das Unternehmen ist ein führender Anbieter von Connected Car Systemen und Lifestyle-Audio-Innovationen.
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