Robot Learning Engineer — Few-Shot Imitation & Deployment

Bleu Robotics; Paris; On-site; EUR 70,000 - 110,000; Full time

Benefits offered by this job

Equity

Competitive compensation

Job summary

Bleu Robotics is hiring a Research engineer in Robot Learning to design the next generation of few-shot, data-efficient imitation learning algorithms powering our robots. Your work will define how Bleu Robotics teaches robots new industrial tasks — and how fast, from how little data, and how reliably.

The central research challenge is data efficiency: learning useful, generalizing behaviors from a handful of demonstrations, not thousands.

Qualifications

• PhD or MSc in robotics, machine learning, or a closely related field, from a leading research lab
• Track record of published research at top venues such as ICRA, IROS, CoRL, NeurIPS, ICML, RSS, or equivalent
• Demonstrated research expertise in imitation learning, learning from demonstration, or policy learning for robots—data-efficient/few-shot preferred
• Strong Python skills and fluency with PyTorch
• Hands-on experience training, evaluating, and debugging learning systems on real robots
• Professional proficiency in English (internal working language)

Responsibilities

• Design, prototype, and evaluate few-shot imitation learning algorithms, with a primary focus on data efficiency
• Advance our internal state of the art in imitation learning, policy learning, and representation learning for control
• Run rigorous experiments on real robots and contribute to the data, evaluation, and infrastructure needed to do so
• Translate research prototypes into algorithms robust enough to ship as part of our product
• Collaborate with the Vision & Perception and Integration teams to move research from prototype to production
• Help shape the long-term research agenda of the company

Skills

PhD or MSc in robotics or ML

Python

PyTorch

English proficiency

Real-robot experimentation

Research publication track record

ROS 2

Education

PhD or MSc in robotics or ML

Tools

ROS 2

Job description

Bleu Robotics is hiring a Research engineer in Robot Learning to design the next generation of few-shot, data-efficient imitation learning algorithms powering our robots. Your work will define how Bleu Robotics teaches robots new industrial tasks — and how fast, from how little data, and how reliably.

The central research challenge is data efficiency: learning useful, generalizing behaviors from a handful of demonstrations, not thousands.