K-12 Education AI QA Evaluator (Remote)

AI Trainer Jobs; United States; Remote; USD 41,000 - 69,000; Part time

Job summary

AI Trainer Jobs is seeking an Educational Administrator (K-12) to remotely review AI outputs across education workflows. This independent contractor role requires evaluating workflow correctness, policy adherence, and stakeholder fit, and to flag operational risk while documenting next steps for model training.

Ideal candidates bring direct education review experience, strong rubric discipline, and clear written reasoning.

Qualifications

• Direct working experience in education review on real teams.
• Comfort applying multi-page rubrics consistently across long batches.
• Clear written reasoning that names the policy or workflow being applied.
• Strong attention to detail and the ability to flag when a prompt itself is the problem.
• Reliable async availability for at least 10 hours per week.

Responsibilities

• Review AI outputs against current education review workflows, playbooks, and firm policy for Educational Administrator (K-12) assignments.
• Grade tone, escalation logic, and stakeholder fit on a structured rubric.
• Flag operational risk, missed escalations, and policy-adherence gaps with severity tags.
• Capture the right next step so the modeling team can train on it.
• Adjudicate disputed treatments against published playbooks or firm guidance.

Skills

Education review experience

Rubric application

Written reasoning

Attention to detail

Async availability

Tools

AI-assisted tooling

Job description

AI Trainer Jobs is seeking an Educational Administrator (K-12) to remotely review AI outputs across education workflows. This independent contractor role requires evaluating workflow correctness, policy adherence, and stakeholder fit, and to flag operational risk while documenting next steps for model training.

Ideal candidates bring direct education review experience, strong rubric discipline, and clear written reasoning.