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(senior) robotics ai engineer (m/w/d) computer vision

München
Agile Robots SE
Ingenieur
Inserat online seit: 20 Oktober
Beschreibung

About the role

The AI Team at Agile Robots is looking for a dedicated (Senior) Robotics AI Engineer (m/w/d) Computer Vision with strong expertise in computer vision and machine learning, with a particular focus on robotic understanding. You are expected to have 2 to 5 years of experience in the field, showing proficiency in working with large-scale video datasets in the context of robotic learning. This position is at the intersection of AI and robotics, with a focus on enabling robots to learn effectively from video demonstrations and observations. Prior hands-on experience in these areas would be a significant plus.


Your Responsibilities

* AI Methods: Develop and improve deep learning, VLA-based, or transformer-based approaches for video learning in robotics.
* Synthetic Data: Design and implement synthetic robotic videos for large-scale training data generation.
* Multimodality: Explore learning approaches that leverage video, audio, and sensory data.
* Integration: Collaborate with robotics engineers to embed video-based learning methods into robotic systems.
* Architecture: Translate functional and technical requirements into detailed system architecture and design.


Essential Skills

* Education: Master’s degree in Computer Science, Robotics, AI, Automation, or a related field.
* Computer Vision: Strong background in video understanding, action recognition, or video-based imitation learning.
* Deep Learning: Proficiency in methods and frameworks (e.g., PyTorch, TensorFlow), ideally in video or multimodal contexts.
* Datasets: Experience with large-scale video datasets, including preprocessing, annotation, and pipeline design.
* Programming: Familiarity with Python, software development practices and robotics frameworks (e.g., ROS2).
* Soft Skills: Excellent problem-solving abilities, collaborative mindset, and strong communication skills.


Beneficial Skills

* Advanced Models: Experience with transformer-based video models, diffusion models, or multimodal architectures.
* Motion Retargeting: Knowledge of motion retargeting methods in robotics.
* Model Deployment: Experience with serving frameworks such as TorchServe or TensorFlow Extended.
* DevOps: Familiarity with containerization (Docker) and CI/CD pipelines.
* Publications: Track record of scientific publications in leading venues in ML, Computer Vision, or Robotics.


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.


About us

Agile 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 us!

We 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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