AI/DL Engineer - Foundational Models (m/f/d)
Agile Robots
Your Responsibilities
- Develop end-to-end robotic learning approaches using Foundation models.
- Design and implement robot policies that are vision and language conditioned.
- Train large deep learning models for robot learning to perform tasks such as object grasping and navigation in complex environments.
- Collaborate with cross-functional teams to prototype, iterate, and deploy robotic solutions for real-world applications.
- Translate functional and technical requirements into detailed architecture and design.
- Stay up to date with the latest advancements in robotics, deep learning, and computer vision.
- Periodic travel to partners in the US, Europe, or China may be necessary.
Essential Skills
- Minimum of 2 years of professional experience in AI, DL, and/or Robotics.
- Proficiency in Python, or other programming languages.
- Strong experience with PyTorch, TensorFlow, OpenAI Gym, and transformer models like GPT-3/4, BERT, T5.
- Expertise in NLP, LLM/VLM fine-tuning, and data-centric ML.
- Strong understanding of computer vision techniques, including deep learning-based CV.
- Understanding of the SoA work in Vision Language Action Models.
- Experience with data handling, preprocessing, and visualization tools like Pandas, NumPy, Matplotlib, Tensorboard, or Seaborn.
- Master's degree in computer science, automation, robotics, AI, or a related field.
- Strong verbal and written communication. Proactive problem-solving mindset and ability to work in fast-paced environments.
Beneficial Skills
- Thrives in a fast-paced environment: Can swiftly and correctly prototype, debug, test, and iterate over solutions.
- Experience in using Slurm and/or Kubernetes for ML training is a plus.
- Experience with cloud platforms like AWS, GCP, or Azure.
- Knowledge of explainable AI and model interpretability techniques.
- Experience with software development tools like Git, Docker, or containerization
- Published in eminent scientific publications in Robotics, ML, CV, etc.
- ML (Machine Learning) product deployment experience (e.g., using RESTful API) or other protocols.
- Knowledgeable use of Docker development and/or deployment is an advantage.
What we offer
- Great working environment in an interdisciplinary, international team
- Ability to gain experience in international projects across different industries
- Possibility to visit our subsidiary in Beijing
- Career opportunities within an international and fast-growing environment
- Corporate benefits program that covers health, mobility and learning with up to 100 € per month
- As a startup, we of course also have a rooftop terrace, free drinks & fruits, and regular team events
- Dynamic high-tech startup combined with financial soundness and world class investors
- Challenging tasks and projects
- Great working environment in an interdisciplinary, international team
- Room for creativity and personal development
About us
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.