(Senior) AI Research Engineer (m/f/d) Generative Video for Robotics

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{
  "id": "2606934",
  "name": "(Senior) AI Research Engineer (m/f/d) Generative Video for Robotics",
  "office": "Germany, Munich (HQ)",
  "keywords": [],
  "schedule": "full-time",
  "createdAt": "2026-04-20T13:54:46+00:00",
  "seniority": "experienced",
  "department": "AI Solutions",
  "occupation": "general_and_other_it_software",
  "subcompany": "Agile Robots SE",
  "employmentType": "permanent",
  "jobDescriptions": [
    {
      "name": "About the role",
      "value": "<p style=\"font-family:Arial;font-size:14px;\"><strong>The AI Research Division of Agile Robots</strong> is looking for a <strong>(Senior) AI Research Engineer (m/f/d)</strong> focused on generative video and multimodal sequence modelling for robotics. In this role, you will develop temporally coherent generative models that support simulation, synthetic data generation, and downstream robot learning. </p>"
    },
    {
      "name": "Your Responsibilities",
      "value": "<ul><li style=\"font-family:Arial;font-size:14px;\"><strong>Video Modelling:</strong> Build and optimize generative video models for robotics use cases such as synthetic data generation, predictive sequence modelling, and learning from embodied interaction.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Multimodal Learning:</strong> Develop models that combine video with text, proprioception, and other structured signals to improve temporal reasoning and downstream usefulness.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Evaluation:</strong> Design benchmarks and experiments that assess temporal coherence, sequence quality, and the practical value of generated outputs for robotics learning workflows.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Data Pipelines:</strong> Build scalable training pipelines for large-scale video and sequence datasets with attention to quality, performance, and reproducibility.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Research Translation:</strong> Apply advances in generative modelling, sequence learning, and multimodal AI to improve robotics-focused internal systems and research workflows.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Collaboration:</strong> Work closely with robotics, simulation, and research teams to connect model development with real system constraints and applied use cases.</li></ul>"
    },
    {
      "name": "Essential Skills",
      "value": "<ul><li style=\"font-family:Arial;font-size:14px;\"><strong>Generative Video:</strong> Hands-on experience building generative video or temporal sequence models, including conditional generation, multimodal fusion, and temporal consistency optimization.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Model Architectures:</strong> Strong practical knowledge of modern generative and sequence-modelling approaches such as diffusion models, autoregressive transformers, VAEs, GANs, or DiT-style architectures.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Temporal Reasoning:</strong> Deep understanding of temporally coherent video generation, long-horizon sequence behaviour, and evaluation methods for predictive quality and stability.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>ML Engineering:</strong> Strong Python and PyTorch skills, including implementation of training pipelines, large-scale experimentation, and performance-oriented model development.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Experimentation:</strong> Experience designing, running, and interpreting benchmarks on large-scale video datasets with clear judgment around model quality and failure modes.</li></ul>"
    },
    {
      "name": "Beneficial Skills",
      "value": "<ul><li style=\"font-family:Arial;font-size:14px;\"><strong>Robotics Applications:</strong> Familiarity with robotics-adjacent use cases such as simulation, synthetic data generation, or embodied learning workflows.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Robot Data Modalities:</strong> Exposure to robot-relevant signals such as proprioception, force, tactile input, or other structured non-visual data used in embodied systems.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Deployment Awareness:</strong> Experience bringing generative or multimodal models into production or production-near environments with attention to inference efficiency and scalability.</li><li style=\"font-family:Arial;font-size:14px;\"><strong>Research Output:</strong> Publications, patents, or applied research contributions in generative modelling, multimodal learning, robotics, or computer vision.</li></ul>"
    },
    {
      "name": "What we offer",
      "value": "<ul><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Dynamic high-tech company combined with financial soundness and world class investors.</li><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Join an interdisciplinary, international team with 60+ different nationalities in a collaborative work environment.</li><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Lots of development opportunities in the context of our continued growth.</li><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Challenging tasks and impactful projects alongside experts that enable professional and personal growth.</li><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Corporate Benefits Program that covers health, mobility and learning with 100 € net per month.</li><li style=\"font-family:Arial, Helvetica, sans-serif;font-size:14px;\">Modern office facilites with a rooftop terrace overlooking Munich, free drinks & fruits, and regular company events contribute to a good working environment.</li></ul>"
    }
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  "occupationCategory": "it_software",
  "recruitingCategory": "Artificial Intelligence & Data"
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