3806 IT & Softwareentwickler Stellenangebote in Deutschland
Senior AI Engineer - Human-Like Behavior (f/m/x)
65.000 - 108.000 €
BMW Group
Petuelring 130, München
65.000 - 108.000 €
Anforderungen
Muss:
- Degree in Computer Science, Data Science, Machine Learning, Mathematics, Physics, or comparable qualifications.
- Several years of hands-on experience in real world, ML-based ADAS or autonomous driving development.
- Strong understanding of state of the approaches in perception, prediction, planning, and end-to-end driving systems.
- Proven production experience with machine-learning frameworks such as PyTorch or TensorFlow.
- Demonstrated ownership in a serious AD/ADAS, robotics, or large-scale autonomy stack, with clear delivery impact.
- Deep expertise in large-scale model development, including training, evaluation, error analysis, and optimisation across different ODDs and markets.
- Ability to systematically derive complex function changes and implement them in a production-ready manner, including architecture updates, training strategy decisions, and scene modelling.
- Experience in safety-critical or regulated environments is a plus.
Verantwortlichkeiten
- Develop and industrialise end-to-end machine learning algorithms for ADAS functions.
- Design and improve human-like driving behaviour using behaviour models, reinforcement learning, and hybrid data- and model-driven approaches.
- Execute full training and evaluation cycles, from data selection and scene analysis to error diagnosis, validation of new function states for various markets and ODD extensions.
- Translate market needs, regulatory requirements, and user behaviour into production-ready function increments for international deployment.
- Advance explainability and context modelling to support future voice-based interaction with ADAS functions.
- Contribute across the full development lifecycle, from prototyping to series release.
Beschreibung
At BMW, we are one of the worlds leading premium manufacturers of automobiles and motorcycles, with brands like BMW, MINI, Rolls-Royce, and BMW Motorrad. We are located in Munich and currently seeking a Senior AI Engineer - Human-Like Behaviour. We offer challenging projects that shape the mobility of tomorrow, a wide range of personal and professional development opportunities, attractive and performance-based remuneration, and a high level of job security. Additional benefits include annual special payments, flexible working hours, and discounts on BMW & MINI. Join us to build AI systems that drive the worlds next generation of vehicles!
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