Senior Machine Learning Engineer, Robot Learning (m/f/d)

About

Batch Robotics is revolutionizing how robots operate in factories—not through rigid programming or teaching by human demonstration, but with smart perception and AI intelligence. We are a team of 4 motivated people with +25 years of experience in industry and robotics. Our mission is to make robots smarter and more flexible, enabling batch-size-1 automation for surface treatment economically. Our technology helps factories in Europe to remain competitive with intelligent robotics.

We are now looking for a Senior Machine Learning Engineer with technical excellence and entrepreneurial drive to join us in developing the next generation of AI-driven robotic systems!

Responsibilities

• End-to-End ML Systems: Design, implement, and train state-of-the-art AI models for perception and control of robot arms in real-world robotic systems.
• Data Pipelines & ML Ops: Collect real-world data from factory deployments to optimize model training and update models on systems in the field (e.g. for demonstration-based learning)
• Simulation & Synthetic Data: Lead the development of simulation-based tooling (e.g., NVIDIA Newn Physics Engine) for reinforcement learning and scalable synthetic data generation.
• Model Development: Build ML components across perception and policy pathways, including video models, multimodal encoders, world models, and diffusion/transformer architectures.
• Systems Integration: Work with real-world, multimodal datasets (vision, force/torque, tactile) and ensure models operate reliably under real-time constraints on physical hardware.
• Evaluation & Iteration: Test models in realistic environments, analyze failures, and refine for stability, latency, and robustness.

Your Profile

• Background: Master's Degree and more than 3 years of professional experience or a finished PhD in Robotics, Computer Science, or a related field
• Deep experience: in reinforcement learning (RL) and imitation learning within physics simulations.
• Software Engineering: Strong proficiency in Python and ideally Rust; ability to write clean, modular, and performance-optimized code for distributed workloads using AI agents.
• Real-World Mindset: Proven track record of deploying models on physical robotic manipulators and handling noisy, temporal, or large-scale datasets.
• Multimodal Intuition: Experience combining signals such as vision, pose, force/tactile, or proprioception for agentic AI systems.
• Soft Skills: Entrepreneurial drive, solution-oriented mindset, and the ability to take direct responsibility in a fast-paced startup environment.

What We Offer

• Impact: The unique opportunity to rethink industrial automation for batch size 1 with cutting-edge AI to remain sovereign European manufacturing.
• Growth: Challenging tasks and impactful projects alongside experts in a high-growth VC-funded startup.
• Ownership: Opportunity to actively shape the company's technical direction; potential shares in the company.
• Environment: A modern, central workspace in Munich with a collaborative, international culture.

Join us in shaping the future of industrial robotics! Send your CV (no cover letter required) – We look forward to meeting you!