VLA Robotics Engineer (m/f/d)
The AI team at Agile Robots is seeking a motivated Robotics Engineer with experience applying modern AI
models to physical systems. You should have 2 to 4 years of professional or practical experience in robotics and
machine learning, with a strong interest or hands-on experience in Vision-Language-Action (VLA) models. In
this role, you will help bridge the gap between AI research and practical execution by implementing, testing,
and deploying VLA-driven capabilities directly onto real-world production lines. Prior experience running
learning-based policies on real hardware in industrial setups is a significant plus.
models to physical systems. You should have 2 to 4 years of professional or practical experience in robotics and
machine learning, with a strong interest or hands-on experience in Vision-Language-Action (VLA) models. In
this role, you will help bridge the gap between AI research and practical execution by implementing, testing,
and deploying VLA-driven capabilities directly onto real-world production lines. Prior experience running
learning-based policies on real hardware in industrial setups is a significant plus.
- Implement, fine-tune, and evaluate Vision-Language-Action (VLA) models and multimodal policies for robotic manipulation tasks
- Deploy and validate robotic control pipelines on physical hardware in production-line and factory environments
- Integrate multimodal model outputs (vision, force/torque, language inputs) into existing robot execution and control frameworks
- Assist in data collection campaigns, recording robot demonstrations, and setting up data pipelines for model training and iteration
- Test model performance on edge hardware, ensuring consistent performance of the system
- Write clean, maintainable code, test scripts, and technical documentation to support continuous integration and deployment
- Travel to our deployment sites, primarily China (up to 30%–40% of the time depending on project stage), to work alongside on-site engineers, deploy solutions on production floors,
- and gather operational feedback
- 2 to 4 years of relevant professional or applied experience in robotics software, computer vision, or machine learning for robot control
- Solid understanding of Vision-Language-Action models, multimodal transformers, or learning-based manipulation (imitation/reinforcement learning)
- Proficient in writing modular, readable, and well-tested code in Python and/or C++.
- Hands-on experience with ROS/ROS2, Linux environments, Docker, Git, and ML frameworks
- like PyTorch
- Solid understanding of robotics fundamentals, including kinematics, dynamics, control, and
- motion planning
- Comfortable working directly with physical robots, sensor integration (cameras, force
- sensors), and basic control loops
- Availability to work primarily on-site at our headquarters in Munich
- Strong problem-solving skills and good written and verbal communication in English
- Hands-on experience testing or deploying learned policies in actual production lines or industrial factory setups
- Experience with robot demonstration processing, data logging, and data preparation for robot learning pipelines
- Good technical writing skills for clear setup guides and deployment documentation
- Good verbal and written communication in Chinese (Mandarin) is a strong plus for smooth on-site collaboration at our Chinese deployment facilities
- Dynamic high-tech startup combined with financial soundness and world class investors
- Challenging tasks and projects
- Great working environment in an interdisciplinary, international team
- Room for creativity and personal development