The work
You will create and evaluate educational content used to improve AI models' reasoning and instructional quality. The work focuses on high school coursework and requires clear educator judgment.
You will also review model responses and identify problems with reasoning, structure, clarity, or teaching quality.
- Write detailed grading rubrics for assignments, essays, problem sets, and multi-step reasoning tasks.
- Create exemplar student responses at several proficiency levels and provide structured feedback.
- Draft research briefs about common misconceptions, cognitive scaffolds, and teaching strategies.
- Create guided inquiry sequences, reading comprehension tasks, problem-solving breakdowns, and related instructional materials.
- Evaluate AI model outputs for reasoning, structure, clarity, and pedagogy.
What it takes
This is a remote, part-time, asynchronous contractor role.
- Approximately 10 hours per week when the project is active, with less than 20 hours per week expected.
- Professional fluency in English.
- Open to candidates in the countries specified for this role.
- Strong knowledge of rubric design, assessment standards, and high school-level pedagogy.
- At least two years of experience teaching, tutoring, or developing curriculum at the high school level.
- Experience evaluating student work and explaining reasoning-based feedback clearly.
- Interest in supporting the development of AI educational tools.
- Helpful experience includes AP or IB curriculum design, standards alignment, instructional design, literacy development, or competition coaching.
- Relevant academic backgrounds may include education, English, mathematics, science, history, or a related field.
How it works
Apply on OpenTrain with your resume, then complete the application on the hiring site.
About AI training work
AI training work is the human side of building artificial intelligence. People prepare examples, write and review responses, and evaluate model behavior so AI systems can produce more useful and accurate results. OpenTrain helps people find these projects, build a profile, and apply in minutes.