FORMOVE
ML Engineer
FORMOVEGermany20 hours ago
Full-timeEngineering, Information Technology

About FORMOVE

With FORMOVE we are building Europe’s first Human Motion & Interaction Data Factory as foundation for Physical AI. Because we believe the real bottleneck in robotics isn’t algorithms, it’s data. Robots can’t learn to move, interact, or collaborate without high-quality real-world human demonstrations. Our goal is to build the world's largest high-quality human demonstrations and interactions database for complex tasks, which we build using our own proprietary sensor technology and data pipeline. Our founding team combines excellence in Engineering (TUM PhD), Software (ex-Google), and Business (ex-McKinsey). We are now looking for you to become our next team member and shape this journey with us.


Your role

As an ML Engineer you will play a key role in transforming human motion data into robotic intelligence. You will help build and improve our AI models and help us with crafting our simulation environments for policy testing and reinforcement learning. Depending on your level of experience, your responsibilities include:

  • Data Processing & Labeling: Develop automated pipelines to clean and annotate data from our data suits
  • Simulation Environments: Build and maintain simulation environments for policy testing and reinforcement learning
  • Reinforcement Learning: Train embodiment policies by replicating state-of-the-art methods
  • Training Infrastructure: Design and roll out ML training pipelines for supervised learning

We’re looking for someone with strong background in computer science (experience with Python preferred), and expertise in simulation and reinforcement learning, who learns fast, brings fresh ideas, and loves turning concepts into working solutions. We value a hands-on, pragmatic mindset driven by real impact. As the field develops very fast, we first and foremost need to adapt and learn every day, and we consider this the most important skill.


What we offer

  • Working on a real Moonshot: We are building one of the most ambitious AI projects in Europe – a human motion and interaction data factory. This is your chance to push the boundaries and build the foundation of physical AI.
  • True ownership and influence from day one: You won’t just join a company, you will co-create its DNA. Every line of code, every model you build, every idea you bring in will directly shape our path towards a universal robot brain.
  • Hands-on impact with cutting-edge tech: Work directly with our proprietary sensor technology, unique human motion data, replicate the latest papers and train models at scale.
  • Lean, fast, and ambitious culture: Minimal processes, maximum focus on outcomes. We iterate fast, learn every day, and keep bureaucracy out.
  • An exceptional team: Work alongside a team combining TUM PhD-level engineering, ex-Google software expertise, and ex-McKinsey business experience.


If this mission excites you and you are driven by the goal to shape the future of physical AI, reach out to us with your application (incl. CV) at [email protected].

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