(Senior) ML Research Engineer, Robotics | (Senior) ML Research Engineer (m/f/d) Robotics
Agile Robots SE
Job Summary
This role seeks a skilled (Senior) ML Research Engineer to join the AI Research Division, focusing on building end-to-end machine learning systems for embodied robotic platforms. The successful candidate will be responsible for developing core ML components across perception, prediction, and policy pathways, utilizing complex architectures like diffusion and transformers, and integrating these systems to operate reliably in real-time environments. A key focus is working with noisy, multimodal, real-world data, including video, tactile signals, and teleoperation actions, requiring strong software engineering skills, clean Python, and expertise in PyTorch. The position demands engineering maturity to debug, optimize, and scale ML systems beyond the prototype stage, collaborating closely with interdisciplinary teams in robotics, simulation, and data systems to shape the future of intelligent precision assembly.
Required Skills
Education
Not specified
Experience
- Deep ML experience in video modeling, generative models, sequence modeling, world models, RL, or simulation-based learning
- Professional experience building ML systems end-to-end, including implementing architectures and data pipelines from scratch
- Experience working with noisy, multimodal, temporal, or large-scale datasets
- Professional engineering maturity in scaling ML systems beyond prototype level
Languages
Additional
- Not specified
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