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Working student - Generative AI-supported Testing Methods for Automated Driving Development(m/w/x)
Adapting diffusion models for traffic scenario generation, developing criticality metrics for automated driving systems at automotive supplier for vehicle electronics. Strong programming skills in Python required; ML training frameworks familiarity a big plus. Urban Sports Club membership, free parking at automotive supplier.
Requirements
- Degree in Computer Science, Electrical Engineering, or related field
- Strong programming skills in Python
- Familiarity with machine learning training frameworks (e.g. pytorch) is a big plus
- Familiarity with optimization, dynamical systems, or control engineering is a plus
- Fluent level of English or German
- Teamwork, intercultural competencies, and self-organization
Tasks
- Adapt a diffusion model for traffic scenario and video generation
- Develop criticality metrics for traffic scenarios
- Create optimization-based techniques to guide generation toward critical scenarios
- Integrate new methods into the existing testing workflow
- Evaluate testing campaigns to extract critical test cases
Education
- Currently in higher education
Languages
- English – Business Fluent
- German – Business Fluent
Tools & Technologies
- Python
- pytorch
Benefits
Healthcare & Fitness
- Urban Sports Club
Modern Office
- Modern offices
Free or Subsidized Food
- Own canteen
Parking & Commuter Benefits
- Free parking spaces
Career Advancement
- Global career opportunities
Informal Culture
- Diverse and multicultural team
Team Events
- Regular company and team events
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Working student - Generative AI-supported Testing Methods for Automated Driving Development(m/w/x)
Adapting diffusion models for traffic scenario generation, developing criticality metrics for automated driving systems at automotive supplier for vehicle electronics. Strong programming skills in Python required; ML training frameworks familiarity a big plus. Urban Sports Club membership, free parking at automotive supplier.
Requirements
- Degree in Computer Science, Electrical Engineering, or related field
- Strong programming skills in Python
- Familiarity with machine learning training frameworks (e.g. pytorch) is a big plus
- Familiarity with optimization, dynamical systems, or control engineering is a plus
- Fluent level of English or German
- Teamwork, intercultural competencies, and self-organization
Tasks
- Adapt a diffusion model for traffic scenario and video generation
- Develop criticality metrics for traffic scenarios
- Create optimization-based techniques to guide generation toward critical scenarios
- Integrate new methods into the existing testing workflow
- Evaluate testing campaigns to extract critical test cases
Education
- Currently in higher education
Languages
- English – Business Fluent
- German – Business Fluent
Tools & Technologies
- Python
- pytorch
Benefits
Healthcare & Fitness
- Urban Sports Club
Modern Office
- Modern offices
Free or Subsidized Food
- Own canteen
Parking & Commuter Benefits
- Free parking spaces
Career Advancement
- Global career opportunities
Informal Culture
- Diverse and multicultural team
Team Events
- Regular company and team events
About the Company
DENSO
Industry
Automotive
Description
The company is a leading automotive supplier developing components and systems for heating, air conditioning, and automotive electronics.
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