Senior Radar ML Engineer

4 Months ago • 4 Years +
Research Development

Job Description

Aptiv is seeking a Senior Radar ML Engineer to join their innovative team in Wuppertal, Germany. The role involves applying the latest radar and AI/ML technologies to develop market-leading perception solutions for future autonomous vehicles. The engineer will collaborate with a passionate international team to create new sensors, algorithms, and platforms. The ideal candidate should be passionate about deep learning, possess strong analytical and programming skills, and have experience in machine learning for sensor perception. The job requires developing competitive solutions for real-world products in a challenging technical environment.
Good To Have:
  • Experience with modern radar signal processing methods
  • Experience in team software development
  • Experience in deep learning toolkits (Theano, Pytorch, TensorFlow)
  • Experience in real-time and embedded systems
  • Autonomous driving or ADAS experience
  • Publications in relevant conferences
Must Have:
  • Master's or Ph.D. in a related field
  • 4+ years of industry experience in ML, Radar Processing, or embedded systems
  • Excellent analytical and mathematical skills
  • Excellent programming skills in Python
  • Excellent programming skills in C/C++
  • Strong experience with machine learning for sensor perception
Perks:
  • Flexible work environment
  • Learning, professional growth and development
  • Access to internal & external training, coaching & certifications
  • Recognition for innovation and excellence
  • Opportunities to give back to the community

Add these skills to join the top 1% applicants for this job

communication
cpp
unity
game-texts
mathematical
pytorch
deep-learning
python
algorithms
machine-learning

Join our Innovative Team Aptiv is one of the leading Automotive suppliers and the forefront of solving mobility’s toughest challenges. With over 170.000 Employees in 45 countries 127 manufacturing facilities and 14 technical centers, we have the people, experience, know-how and confidence to turn ideas into solutions. Want to join us? As a large technology company, we are looking for a new talent for one of our leading Tech Centers for AI in Wuppertal, Germany. We offer the chance to work in a challenging technical environment where science is transferred into real products. There, you can work together with a passionate young, international team of technical experts from around the globe to develop new sensors, algorithms, and platforms to shape the future of mobility. Good perception is essential to extract the necessary information about the environment for future autonomous vehicles. We are looking for a passionate engineer with a background in machine learning or radar engineering. In this job you shall apply the latest radar and AI/ML technologies to Aptivs newest radar sensor generations to create competitive market-leading perception solutions. You love deep learning or want to learn it? You can grasp the core idea behind concepts, and you can transfer these concepts into new areas together with a team? You want to do more than just downloading a new network? You want to develop new and competitive solutions which can become a real product? You bring good communication and self-organization skills to the table? Then don’t miss this opportunity, there are not many jobs out there like this! Your Background:
  • Master or Ph.D. in science, technology, physics, engineering and mathematics or a related field

  • At least 4 years of relevant industry experience in Machine Learning, Radar Processing or embedded system development

  • Excellent analytical skills and a good mathematical background with deep mathematical understanding

  • Excellent programming skills and experience in programming with Python

  • Excellent programming skills and experience in programming with C/C++

  • Strong Experience with machine learning for sensor perception

Bonus:
  • Experience with modern radar signal processing methods

  • Experience in developing software as part of a team. Experience in deep learning toolkits like Theano, Pytorch, Tensor Flow, etc.

  • Experience in the field of real-time and embedded systems

  • Autonomous driving or ADAS experience

  • Proven track record of publications in relevant conferences (CVPR, NIPS, ICCV, ICRA, Fusion, ...) showing the capability to develop leading competitive solutions.

Aptiv Benefits:
  • Our working style: flexible work environment

  • Learning, professional growth and development in a world-recognized international environment.

  • Access to internal & external training, coaching & certifications.

  • Recognition for innovation and excellence.

  • Opportunities to give back to the community

Why join us?
  • You can grow at Aptiv. Aptiv provides an inclusive work environment where all individuals can grow and develop, regardless of gender, ethnicity or beliefs

  • You can have an impact. Safety is a core Aptiv value; we want a safer world for us and our children, one with: Zero fatalities, Zero injuries, Zero accidents

Apply today, and together let’s change tomorrow!  #LI-KK2

Privacy Notice - Active Candidates: https://www.aptiv.com/privacy-notice-active-candidates

Aptiv is an equal employment opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, national origin, sex, gender identity, sexual orientation, disability status, protected veteran status or any other characteristic protected by law.

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