Robotics Expert, AI Trainer

Fully remote, project-based work on how frontier AI performs at real robotics engineering, from kinematics and control to perception, planning, and embedded systems. You build tasks out of your own lab or industry experience and grade where the model falls short. $40 to $125 USD an hour, at least 10 hours a week, as an independent contractor. For practicing robotics engineers in the US, UK, Ireland, Canada, or Australia.

Frontier models can explain robotics concepts and still stumble when asked to derive, tune, or debug a real system. This role puts your practice on that gap. You write realistic problems based on work you have done yourself, give them to frontier AI models, and judge the results the way you would review a colleague's design. Tasks are long form and you set your own pace, so writing clearly about your reasoning matters as much as the engineering.

Turn problems from your own work into realistic tasks, with a clear brief and the supporting files an expert would need
Run the tasks through frontier AI models and judge what comes back against the standard of your profession
Compare two model responses to the same task and explain which one holds up, and why
Write grading rubrics that spell out what a correct answer has to include
Document specific errors in model output, with evidence

2+ years of industry or research experience in robotics, in any specialty (manipulation, mobile robots, controls, perception, motion planning)
Degree in robotics, mechatronics, or a related engineering or computer science field, completed or in progress
Comfortable with the standard tools of your specialty, such as ROS, simulation, and Python or C++
Full professional or native-level written English
Based in the United States, United Kingdom, Ireland, Canada, or Australia

• Based in the United States, United Kingdom, Ireland, Canada, or Australia
• Degree in robotics, mechatronics, or a related engineering or computer science field, completed or in progress
• Available at least 10 hours per week
• PayPal account for payment
• Willing to work without LLM assistance where the project does not permit it
• Use one email address to sign up, take the assessment, and get paid

$40 to $125 USD an hour. The rate varies with your expertise, education, and experience. Minimum 10 hours a week with no weekly maximum; full-time hours are available.

Independent contractor, fully remote. Payment runs through PayPal, so you need a PayPal account. As an independent contractor, you handle your own taxes.

Getting on: a skills assessment that takes most people four to six hours. You are paid $240 for it if you pass, and you get one attempt, so take your time and do your best work. Work produced with AI tools is rejected.

After you pass: onboarding and a short training project, then you propose a task from your own practice, build it, and run it against frontier models. Each stage is reviewed before you move on, and you are paid for the work you complete.