The AI Research and Development Group of Agile Robots is looking for a (Senior) AI Engineer (m/f/d) Embodied AI & Learning from Egocentric Videos, who will develop learning algorithms that enable robots to acquire manipulation skills from large-scale egocentric video and multimodal demonstration data.
(Senior) AI Engineer (m/f/d) Embodied AI & Learning from Egocentric Videos
Germany, Munich (HQ)
Full-time
Permanent employee
About the role
Your Responsibilities
- Learning Algorithms: Develop and improve AI algorithms for robot learning from egocentric video, using approaches such as Vision-Language-Action (VLA) models, world models, transformer-based architectures, and foundation models.
- Data Pipelines: Design and implement scalable pipelines for egocentric data collection, synchronization, annotation, and preprocessing.
- Training Pipelines: Build large-scale training and evaluation pipelines for robot learning from demonstrations.
- Multi-Modal Learning: Explore learning approaches that combine video, audio, text, and sensory data.
- System Translation: Translate product and research requirements into scalable software architectures and production-ready AI systems.
Essential Skills
- Background: Master's degree in computer science, automation, robotics, AI, or a related field, or an equivalent combination of formal training and professional experience.
- Learning Architectures: Experience with one or more of Vision-Language-Action (VLA) models, world models, transformer-based video models, diffusion models, or multimodal foundation models.
- ML Engineering: Proficiency in Python and deep learning frameworks such as PyTorch for AI development.
- Video Data Handling: Experience working with large-scale video datasets, including preprocessing and annotation tooling.
- Robotics Software: Familiarity with ROS2 and software development for robotics.
Beneficial Skills
- Professional Experience: 2 to 5+ years of professional experience in robotics software engineering.
- Additional Languages: Familiarity with C++ alongside core Python proficiency.
- Robotic Integration: Hands-on experience integrating perception, manipulation, or teleoperation on real robotic platforms.
- Publications: Publication record in machine learning, computer vision, or robotics venues.
What we offer
- Dynamic high-tech company combined with financial soundness and world class investors.
- Join an interdisciplinary, international team with 60+ different nationalities in a collaborative work environment.
- Lots of development opportunities in the context of our continued growth.
- Challenging tasks and impactful projects alongside experts that enable professional and personal growth.
- Corporate Benefits Program that covers health, mobility and learning with 100 € net per month.
- Modern office facilites with a rooftop terrace overlooking Munich, free drinks & fruits, and regular company events contribute to a good working environment.
