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Senior Embedded Machine Learning Engineer (f/m/d)
Aktualität: 25.09.2022


25.09.2022, Aptiv Services Deutschland GmbH
Senior Embedded Machine Learning Engineer (f/m/d)
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 Leading and mentoring a small group of software engineers Performing neural network runtime optimization: quantization and 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
Master's degree + 3 years of relevant experience or PhD degree in computer science, electrical engineering 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 & good interpersonal skills Practical experience with Linux, version control systems (Git), build systems (Make, CMake, Autotools) and code review tools (Gerrit, Gitlab, Bitbucket) is a plus Practical experience with automotive/robotics middleware, such as ROS, Adaptive AUTOSAR is a plus Practical experience with one or more neural network inference engines: ONNX, TensorRT, TFLite is beneficial




Senior Embedded Machine Learning Engineer (f­­/­­m­­/­­d)