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DEDENSO

Working student - Generative AI-supported Testing Methods for Automated Driving Development(m/w/x)

Eching
Full-timeWorking StudentOn-site
AI/ML

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

  • EnglishBusiness Fluent
  • GermanBusiness 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
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of DENSO 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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