Expert response review
Check AI answers in your field for correctness, reasoning quality and risk, and correct what's wrong.
Remote · Project-based
AI training jobs for subject-matter experts
General reviewers can't tell whether a model's proof is valid, its drug interaction advice is safe or its legal reasoning holds up. That takes people who know the field. One6 works with domain experts — engineering, mathematics, medicine, law, research, finance, statistics, physics and other fields — to review, test and improve AI output in their specialty.
What the work involves
Write challenging problems
Create questions and tasks that test whether a model really understands your subject.
Step-by-step solutions
Write worked solutions and explanations that show the reasoning a good answer needs.
Rubric-based evaluation
Score model output against detailed criteria written for your domain.
You may be a good fit if
- You have a degree, professional experience or research background in your field
- You can spot subtle errors, not just obvious ones
- You can explain your reasoning in writing for a non-specialist reviewer
- You want project-based work that uses what you know
Skills and setup
- Engineering, mathematics, medicine, law, research, finance, statistics, physics or another specialty
- Clear technical writing
- Care with sources and evidence
- Programming, for coding and computational projects
How to get started
- 01
Apply
Share your location, expertise, skills, experience, languages and work preferences.
- 02
Qualify
Complete a skills test or trial task. When a project needs your profile, we contact you with the details.
- 03
Train
Review the project's instructions and terms, including how work is reviewed and paid, and train on its guidelines.
- 04
Work
Work remotely. Your accuracy and output are tracked, and contributors below the quality bar are retrained or removed.
Frequently asked questions
Which fields do you recruit experts in?
Engineering, mathematics, medicine, law, research, finance, statistics, physics and other fields. Contributors are recruited to match each project's domain, so list your specialty and level of expertise when you apply.
How is expertise checked?
Every contributor passes a skills test or trial task for the project before joining it, and is trained on that project's guidelines.
Is the work remote?
Yes. One6 contributors work remotely, from wherever they are.
How much does it pay?
Compensation depends on the project. Before you start any project you receive its instructions and terms, including the tasks, how work is reviewed and how it is paid, and you are free to decline.
Does applying guarantee work?
No. Contributors are selected for each project based on its requirements, such as languages, domain and experience. We contact you when a project matches your profile.
Read the Contributor Terms and Privacy Policy, learn more about One6, or see all remote AI training jobs.
Related work and guides
Ready to apply?
Share your information once and we'll contact you when a project matches your profile.