ML Engineer (f/m/d)
DEU Wuppertal Tech Ctr.
Aptiv
Aptiv is a global technology company that develops safer, greener and more connected solutions, which enable the future of mobility.Help shape the future of mobility.
At Aptiv we design, develop, and validate systems to enhance the safety and comfort in the vehicle cabin. This includes the development of innovative software features and machine learning algorithms in the area of driver state sensing, seat occupancy monitoring, child presence detection, or hand gesture recognition using 2D and 3D cameras as well as other interior sensing technologies. Driver state sensing plays an important role not only to prevent road accidents caused by drowsiness or distraction of the driver, but also in the context of higher levels of automated driving, e.g. hand over scenarios.
Aptiv is a leader for in-cabin sensing technology and a well-established supplier of sensing and compute hardware as well as software solutions. In this fast growing and innovative technology area you would be working in an international team of computer vision and machine learning experts and software developers to shape the future of mobility with us.
Your Tasks
Developing advanced machine learning algorithms for automotive interior (in-cabin) sensing from early prototype to production grade solution
Training and testing of deep neural networks and other ML models
Relevant algorithmic problems include object detection and tracking, classification, segmentation, 3D pose estimation from 2D images, and 3D scene reconstruction.
Writing high quality, tested and efficient software in Python and C++ for our AI/ML SW Stack
Filing patent applications to strengthen the Aptiv IP footprint
Working in an Agile SW development team (SCRUM)
Your Background:
Required Qualifications:
Master's degree in computer science or related field with specialization on Machine Learning, Deep Learning, Computer Vision, or Autonomous Systems
Minimum two years practical work experience in Machine Learning Engineering and Deep Learning
Strong software development skills in both C++ and Python. You have a passion for clean, well-tested, and documented code.
Solid theoretical understanding of artificial intelligence, neural network architectures, model building and evaluation
Solid practical experience in using at least one common ML framework (e.g. PyTorch, Tensorflow)
Experience with ML workflow tools and related processes (e.g. MLflow, Kubeflow)
Experience working with large scale datasets
Fluent in English. Excellent written and verbal communication skills & good interpersonal skills
Preferred Qualifications:
Background in image processing, computer vision, and multi-view geometry
Practical experience with Linux, version control systems (e.g. Git, DVC), build systems (Make, CMake, Autotools) and code review tools (Gerrit, Gitlab, Bitbucket)
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!
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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.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Agile Architecture Bitbucket Classification CMake Computer Science Computer Vision Deep Learning Engineering Git GitLab Kubeflow Linux Machine Learning MLFlow ML models Privacy Python PyTorch Scrum TensorFlow Testing
Perks/benefits: Career development Flex hours
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