VLA Robotics Engineer (m/f/d)

About the role

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.

Your Responsibilities

• 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

Essential Skills

• 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

Beneficial Skills

• 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

What we offer

• A 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