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Batch Robotics
Artificial IntelligenceHardwareManufacturing
Batch Robotics is a Munich-based startup developing AI-driven software for industrial robotics. Its technology combines motion planning, reinforcement learning, human-robot interaction, and product engineering to help manufacturers automate small-batch production, where changing workflows and limited production volumes make conventional automation difficult. The company brings together AI, manufacturing, and hardware expertise to make industrial robots more adaptable and capable in real-world production environments.
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Senior Machine Learning Engineer, Robot Learning — Batch Robotics, Munich Hybrid

Develop perception and control models for Batch Robotics’ AI-powered industrial robots. Deploy reinforcement and imitation learning systems on physical robotic manipulators.

DEGermany
€70,000 – €120,000 / year
HybridFull-timeSeniorEnglish RequiredRobotics
PythonRust

Description

  • Create, implement, and train advanced AI models for robot-arm perception and control
  • Gather factory-deployment data to improve training and update models in the field
  • Develop simulation tooling, including the NVIDIA Newton Physics Engine, for physical AI and scalable synthetic data generation
  • Build machine learning components for perception and policy systems, including video models, multimodal encoders, world models, and diffusion or transformer architectures
  • Process multimodal real-world data from vision, force/torque, and tactile sensors
  • Make sure models perform reliably within real-time constraints on physical hardware
  • Evaluate models in realistic settings, investigate failures, and improve stability, latency, and robustness

Requirements

  • Master’s degree with more than three years of professional experience, or an almost completed PhD, in robotics, computer science, or a related discipline
  • Practical experience applying reinforcement learning and imitation learning in physics simulations
  • Advanced Python skills
  • Rust proficiency is preferred
  • Ability to produce clean, modular, performance-optimized code for distributed workloads using AI agents
  • Demonstrated experience deploying models on physical robotic manipulators
  • Experience working with noisy, temporal, or large-scale datasets
  • Entrepreneurial mindset, practical problem-solving approach, strong ownership, and comfort taking direct responsibility in a fast-moving startup

Benefits

  • Help reinvent batch-size-one industrial automation with advanced AI while supporting European manufacturing sovereignty
  • Work on demanding, high-impact projects with experts at a rapidly growing, venture-capital-funded startup
  • Have a direct role in shaping the company’s technical direction
  • Potential opportunity to receive company shares
  • Work from a modern, centrally located Munich office
  • Join a collaborative, international team

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