Embedded Machine Learning Engineer, Interior Sensing - Wuppertal, Deutschland - Aptiv Services Deutschland

Beschreibung

Job ID: J

Your Role

• Deploying C/C++ machine learning applications on PC and embedded devices
• Writing high quality, tested and efficient software in C++ for our AI/ML SW Stack
• Performing neural network runtime optimization, e.g. quantization or pruning
• Optimizing scheduling of multiple neural network models across different device cores
• Working in an Agile SW development team (SCRUM) closely with Machine Learning Engineers, System Engineers, and SW engineers

Your Background

Required Qualifications:

• Master's degree in computer science, embedded systems, or related field
• Strong software development skills in C++. You have a passion for clean, well-tested, and well-documented code.
• Experience in integrating multiple SW modules into one system. Solid understanding of process scheduling, threading, pipelining, resource allocation.
• Knowledge in compute HW architectures: CPU, GPU, DSP, NPU, SoC, AI accelerators
• Fluent in English. Excellent written and verbal communication skills & interpersonal skills
• Practical experience with Linux, version control systems (Git), build systems (Make, CMake, Autotools) and code review tools (Gerrit, Gitlab, Bitbucket)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)

Preferred Qualifications:

• Practical experience with automotive/robotics middleware, such as ROS, Adaptive AUTOSAR
• Practical experience with one or more neural network inference engines: ONNX Runtime, TensorRT, TFLite
• Solid understanding of artificial intelligence, model building and evaluation
• Solid knowledge in at least one common ML framework (PyTorch, Tensorflow,...)

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.

Your Benefits at Aptiv:

• Learning and professional development in an international environment
• Access to internal and external training, coaching, and certifications
• Recognition for innovation and excellence
• Health-focused benefits: health days, discounts at local gyms, and additional accident insurance
• Price deductions from providers like Samsung, Adidas, and Fitness First