Aptiv
Senior ML Engineer(m/w/x)
Full-timeOn-siteSenior
Wuppertal
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APAptiv
AI/ML Engineer(m/w/x)
Wuppertal
Full-timeOn-siteExperienced
AI/ML
Data Science
Nejo AI Summary
Developing AI algorithms for human-like traffic scene understanding and trajectory prediction. Deep neural network experience for perception, segmentation, fusion, and learning required. International environment with flexible work and recognition for innovation.
Requirements
- Master or Ph.D. in computer science, machine learning or related field
- Excellent analytical skills and good mathematical background
- Professional experience in at least one of the following
- Deep neural networks for perception, segmentation, fusion, prediction, planning
- Active, reinforcement, imitation learning
- Time series prediction with modern ML techniques
- Model, rule, and learning based decision making
- ML techniques CNN, RNN, Transformers
- Systematic, goal and outcome-oriented working style
- Good knowledge in:
- Professional experience in AI development frameworks PyTorch
- Professional skills in Python, C++
- English skill both in oral and written
- Experience handling datasets and data science methods
- Understanding of edge processing / Embedded AI and RUST is a plus
- Experience developing software in a team with Git, CI, agile process
- Experience with automotive products in ADAS/AD, perception
- Proven track record of publications in relevant conferences and scientific background
Tasks
- Develop new sensors for mobility
- Develop new algorithms for mobility
- Develop new platforms for mobility
- Achieve human-like traffic scene understanding
- Achieve trajectory prediction
- Achieve planning for traffic scenarios
Work Experience
- approx. 1 - 4 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- Python
- C++
- Git
- CNN
- RNN
- Transformers
Benefits
Flexible Working
- Flexible work environment
Learning & Development
- Professional growth and development
- Training, coaching, and certifications
Informal Culture
- International environment
Other Benefits
- Recognition for innovation and excellence
Social Impact
- Community involvement opportunities
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Aptiv 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.
Not a perfect match?
- DEU Aptiv Services Deutschland GmbH
System Lead ADAS(m/w/x)
Full-timeOn-siteSeniorWuppertal - Aptiv
System feature Owner(m/w/x)
Full-timeOn-siteSeniorWuppertal - DEU Aptiv Services Deutschland GmbH
System Function Owner(m/w/x)
Full-timeOn-siteSeniorWuppertal - Aptiv
Technical Program Manager - Software(m/w/x)
Full-timeOn-siteSeniorWuppertal
APAptiv
AI/ML Engineer(m/w/x)
Wuppertal
Full-timeOn-siteExperienced
AI/ML
Data Science
Nejo AI Summary
Developing AI algorithms for human-like traffic scene understanding and trajectory prediction. Deep neural network experience for perception, segmentation, fusion, and learning required. International environment with flexible work and recognition for innovation.
Requirements
- Master or Ph.D. in computer science, machine learning or related field
- Excellent analytical skills and good mathematical background
- Professional experience in at least one of the following
- Deep neural networks for perception, segmentation, fusion, prediction, planning
- Active, reinforcement, imitation learning
- Time series prediction with modern ML techniques
- Model, rule, and learning based decision making
- ML techniques CNN, RNN, Transformers
- Systematic, goal and outcome-oriented working style
- Good knowledge in:
- Professional experience in AI development frameworks PyTorch
- Professional skills in Python, C++
- English skill both in oral and written
- Experience handling datasets and data science methods
- Understanding of edge processing / Embedded AI and RUST is a plus
- Experience developing software in a team with Git, CI, agile process
- Experience with automotive products in ADAS/AD, perception
- Proven track record of publications in relevant conferences and scientific background
Tasks
- Develop new sensors for mobility
- Develop new algorithms for mobility
- Develop new platforms for mobility
- Achieve human-like traffic scene understanding
- Achieve trajectory prediction
- Achieve planning for traffic scenarios
Work Experience
- approx. 1 - 4 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- Python
- C++
- Git
- CNN
- RNN
- Transformers
Benefits
Flexible Working
- Flexible work environment
Learning & Development
- Professional growth and development
- Training, coaching, and certifications
Informal Culture
- International environment
Other Benefits
- Recognition for innovation and excellence
Social Impact
- Community involvement opportunities
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Aptiv 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
Aptiv
Industry
Automotive
Description
Das Unternehmen ist ein weltweit führender Automobilzulieferer mit einem Umsatz von über 20 Mrd. USD jährlich.
Not a perfect match?
- Aptiv
Senior ML Engineer(m/w/x)
Full-timeOn-siteSeniorWuppertal - DEU Aptiv Services Deutschland GmbH
System Lead ADAS(m/w/x)
Full-timeOn-siteSeniorWuppertal - Aptiv
System feature Owner(m/w/x)
Full-timeOn-siteSeniorWuppertal - DEU Aptiv Services Deutschland GmbH
System Function Owner(m/w/x)
Full-timeOn-siteSeniorWuppertal - Aptiv
Technical Program Manager - Software(m/w/x)
Full-timeOn-siteSeniorWuppertal