Senior Machine Learning Engineer - Simulation & Generative AI | Senior Machine Learning Engineer - Simulation & GenAI (f/m/x)
BMW AG
Job Summary
As a Senior Machine Learning Engineer, you will play a pivotal role in shaping the future of automated driving by developing next-generation virtual development tools. Your daily responsibilities involve evaluating and selecting state-of-the-art Generative AI models to enhance simulation performance, specifically focusing on 3D reconstruction of real-world driving scenes and creating intelligent, human-like traffic participants. You will design and operate scalable MLOps infrastructure, encompassing distributed training, automated evaluation pipelines, and optimized GPU resource allocation across cloud and on-premise environments. This role is highly technical, requiring you to optimize the GPU toolchain and ensure fast, reproducible training cycles for driver assistance systems. Joining this agile, interdisciplinary team offers the unique opportunity to work at the intersection of AI and physical mobility, utilizing synthetic data to train end-to-end driving stacks for one of the world's leading premium automotive manufacturers.
Required Skills
Education
University degree in Computer Science, Data Science, AI, Mathematics, Physics, or a comparable qualification.
Experience
- Several years of professional experience in Machine Learning Engineering or MLOps
- Hands-on expertise in model quantization, compression, and architecture optimization
- Proven experience in experiment design, data quality metrics, and evaluation strategies
- Deep technical understanding of modern AI model architectures and training pipelines
- Experience with testing and debugging across the full software stack
Languages
Additional
- Knowledge in 3D scene creation or algorithmic 3D reconstruction is considered a significant advantage for this position.
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