Job
- Level
- Experienced
- Job Field
- Software, Data
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Stuttgart
- Working Model
- Hybrid, Onsite
Job Summary
In this role, you will develop advanced imitation learning algorithms, design experiments, and create datasets to optimize models that mimic human decision-making processes in robotics.
Job Technologies
Your role in the team
- We build the intelligence that lets robots sense, reason, and act in the real world—moving beyond the lab and into everyday industrial settings like warehouses and factories.
- Our technology closes the automation gaps that traditional systems can't solve.
- We are on a mission to redefine how physical work gets done, and we're looking for curious, bold thinkers to help shape the future of robotics with us.
- As an Imitation Learning Researcher, you will work on developing and improving state-of-the-art imitation learning algorithms and methodologies.
- You'll design experiments, create datasets, and develop models that enable systems to mimic human decision-making processes in real-world applications.
- This role involves close collaboration with cross-disciplinary teams to integrate findings into practical applications.
- Design and implement advanced imitation learning algorithms.
- Develop, test, and deploy models in Python/C++/TensorRT/GGUF.
- Analyze and preprocess datasets for training models.
- Conduct experiments to evaluate model performance and improve robustness.
- Collaborate with other researchers and engineers to integrate solutions into larger systems.
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Our expectations of you
Qualifications
- Master's or Ph.D. in Computer Science, Machine Learning, Robotics, or a related field.
- Strong proficiency in Python and PyTorch.
- Starkes Verständnis der Prinzipien des maschinellen Lernens, insbesondere Verstärkungslernen, Imitationslernen, Verhaltensklonen, generative KI (z. B. Diffusion, Flow Matching, VAEs).
- Vertrautheit mit Teleoperation, ROS2-Framework und Open-Source-Plattformen wie HuggingFace, Detectron2.
- Strong ability to customize algorithms for different use cases and multi-modality fusion.
- Strong analytical and problem-solving skills
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What we offer
- Wellpass (gym membership)
- Flexible working hours
- Option to work from home when needed
- A motivated team and an open corporate culture
- Competitive compensation and excellent career development opportunities
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Topics that you deal with on the job
Job Locations
This is your employer
Sereact GmbH
Sereact GmbH, based in Stuttgart, is an innovative company focused on developing AI solutions for autonomous robots. The firm offers hardware-agnostic software that enables robots to perceive their environment and efficiently automate picking processes. Since its founding in 2021, Sereact aims to significantly enhance efficiency in warehouse and production automation.
Description
- Company Type
- Startup
- Working Model
- Hybrid, Onsite
- Industry
- Internet, IT, Telecommunication
Imitation Learning Engineer
- Location
- Stuttgart
- Working Model
- Hybrid, Onsite
- Diversity
- Open for all genders
- English Only
- English only required
