Aptiv is one of the leading Automotive suppliers and the forefront of solving mobility's toughest challenges. As a large technology company, we are looking for a new talent for our Tech Center for Artificial Intelligence in Wuppertal, Germany. We offer the chance to work in a challenging technical environment where scientific insights are transferred into real products. There, you can work together with a fantastic, passionate, international team of technical experts from around the globe to develop new sensors, algorithms and platforms to shape the future of mobility.
We are looking for a motivated and talented working professional to join our dynamic R&D team as an AI/ML engineer. You will be an integral part of a team that is shaping the future of mobility through innovative technology. As an AI/ML engineer, you will be responsible for implementing new features for our machine learning algorithms/models. This includes strengthening and improving the model performance, ensuring a smooth rollout into production, and continuously improving its functionality. You will also add new microservices to the current ecosystem, be part of our SCRUM team and have the opportunity to contribute your expertise and ideas.
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Your Role:
- Design, develop and deploy advanced machine learning algorithms for automotive exterior sensing from early prototype to production-ready solutions.
- Relevant algorithmic problems include object detection and tracking, classification, segmentation, SLAM & structure-from-motion, and 3D reconstruction on LiDAR data.
- Writing high quality, tested and efficient software in Python for our AI/ML software stack
- Defining continuously improving machine learning workflows based on best practices in the industry and establishing it within the team
- Dive deep into the data: From LiDAR sensor calibration of on-site development cars to full product solutions
- Filing patent applications to strengthen the Aptiv IP footprint
- Working in an Agile SW development team (SCRUM)
- Participate in technical discussions with our Agile team.
- Debugging, Troubleshooting and fixing bugs.
Your Background:
- Master's degree + at least 3 years of relevant experience or PhD degree in computer science, electrical engineering, mathematics, physics or a related field
- Hands-on experience building 2D or 3D object detection and/or tracking models
- Strong software development skills in Python. You have a passion for clean, well-tested, and documented code.
- Deep understanding of artificial intelligence, model building and evaluation
- Expert knowledge in at least one common ML framework ( PyTorch, Tensorflow ...)
- Excellent problem-solving skills and the ability to work in a self-reliant way and collaboratively as part of a team.
- Fluent in English. Excellent written and verbal communication skills & good interpersonal skills
Nice-to-Haves:
- Experience working with 3D sensor data such as LiDAR or RADAR pointclouds
- Practical experience with Docker, version control systems (Git), and code review tools (Gerrit, Gitlab, Bitbucket).
- Proficiency in Rust programming language
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
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
Apply today, and together let's change tomorrow!
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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.
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.