Senior AI/ML Research Engineer
vor 2 Wochen
About the roleWe are seeking a Senior AI/ML Research Engineer to shape the next generation of intelligent robotic systems that combine perception, reasoning, and control. In this role, you will develop deep learning, reinforcement learning, and multi-modal foundation models — from LLMs and VLMs to Vision-Language-Action (VLA) systems — and bring them to life in robotic contexts. You will bridge the gap between cutting-edge AI research and high-performance engineering, ensuring that models trained on vast data and complex architectures can act effectively in the real world. If you thrive at the intersection of AI, robotics, and software architecture, and you’re passionate about building robots that understand, reason, and act intelligently, this role is for you. Your ResponsibilitiesMulti-Modal AI for RoboticsDesign and train foundation models that integrate vision, language, and actions for embodied intelligence.Adapt LLMs and VLMs for robotic control, planning, and interactive behavior — enabling robots to perceive, reason, and respond in natural, context-aware ways.Control and Manipulation IntelligenceDevelop AI-driven control policies for robotic manipulation, grasping, and motion planning.Combine reinforcement learning, imitation learning, and foundation model prompting to enable generalizable, transferable robotic behaviors.OptimizationImplement efficient distributed training, parallelization, and hardware-aware optimizations (GPU/TPU). Software Engineering & System IntegrationDesign modular, maintainable, and high-performance AI data processing, training and inference pipelines that can work at scale on large and diverse data. Ability to work across the full stack– taking ideas together with the team, from research and prototyping all the way to the final product.Evaluation, Benchmarking, and ExperimentationEstablish reproducible pipelines for training, evaluation, and deployment.Develop benchmarking frameworks to assess model generalization, safety, and task success.Technology InnovationStay ahead of the latest advancements in AI, multi-modal learning, and robotics by innovating with new ideas and novel approaches.Translate academic breakthroughs into production-ready systems and contribute to papers, patents, or open-source initiatives.Essential SkillsMSc (and 6+ years of industry experience) or PhD (and 2+ years of industry experience; or combined equivalent experience) in Computer Science, Robotics, Electrical Engineering, AI, or related fieldStrong knowledge of machine learning, deep learning, and optimizationHands-on experience with transformer-based architectures, including LLMs, VLMs, and multi-modal modelsStrong expertise in Python and proficiency in C++Experience with PyTorch (and/or TensorFlow, JAX) and distributed training frameworksSolid software engineering foundation — architecture design, clean code, testing, and CI/CDStrong understanding of mathematics, statistics, and numerical optimizationExcellent analytical problem-solving skills and ability to translate research into robust implementationsExperience working in Linux environments and with containerization (Docker/Kubernetes)High curiosity and motivation to solve challenging tasks, deliver on time, and shape the forefront of robotics and AI. Beneficial SkillsFamiliarity with control theory and robotic middleware (ROS2, MoveIt, Gazebo, Isaac Sim)Experience with reinforcement learning, imitation learning, or embodied foundation modelsFamiliarity with VLA frameworks, robotic reasoning with LLMs, or multi-agent learningKnowledge of CUDA, Tensor RT, or hardware acceleration for real-time inferenceExperience with distributed training, simulation frameworks, and data-centric AI pipelinesUnderstanding of multi-modal fusion(e.g., vision, speech, tactile sensing)Contributions to academic publications, patents, or open-source projects in AI or roboticsWhat we offerA dynamic, highly qualified and diverse team in which your contributions are reflected directly in our products and used by our international customer baseFlat hierarchies and short decision-making processesExciting and varying tasks for our product portfolioExcellent working environment, modern office space, and flexible working hours with the option of mobile workingClose connection to academic research (EU and national projects) and a highly innovative companyAbout usAgile Robots SE is an international high-tech company based in Munich, Germany with a production site in Kaufbeuren and more than 2300 employees worldwide. Our mission is to bridge the gap between artificial intelligence and robotics by developing systems that combine state-of-the-art force-moment-sensing and world-leading image-processing technology. This unique combination of technologies allows us to provide user-friendly and affordable robotic solutions that enable intelligent precision assembly. This is made possible by our employees, who bring out the best in each and every day with creativity and enthusiasm. Become part of this team and shape the future of robotics with usWe are proud of our diversity and welcome your application regardless of gender and sexual identity, nationality, ethnicity, religion, age, or disability.
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