Machine Learning Engineer VLA Training and Evaluation
Agile Robots SEVisit Agile Robots SE website
Munich-based provider of AI-powered industrial automation and robotics products.
Munich, Germany
Funding history
About Agile Robots SE
Agile Robots develops Physical AI products, including humanoid robots, robotic arms, dexterous hands, and automation software for industrial applications.
Skills
Candidate Availability
Required and preferred rules are kept separate and reflect the wording in the original posting.
About the Role
You will build reusable training and evaluation workflows for robot foundation models. You will fine-tune vision-language-action models, develop policy-training loops and benchmarks, conduct sim-to-real transfer studies, and turn published research into extensible baselines.
Requirements
- Experience writing and debugging training loops in PyTorch or JAX
- Experience fine-tuning pretrained models
- Understanding of imitation-learned robot policies
- Experience designing evaluations and ablations
- Experience with experiment tracking, versioning, and checkpoint management
Responsibilities
- Build reusable model-agnostic training and evaluation workflows
- Implement fine-tuning for pretrained vision-language-action models
- Build training loops for action models, diffusion policies, and VLM/VLA heads
- Build benchmarks, success metrics, and failure-analysis templates
- Collaborate on sim-to-real transfer studies
- Turn published methods into working baselines and templates
Benefits
- Corporate Benefits Program covering health, mobility, and learning for 100€ net per month
- Free drinks and fruit
- Regular company events