AfterQuery · AI Training & Data Labeling

Education Expert — Pedagogy AI Evaluation (AfterQuery)

Pedagogy scenario authoring
Pay
$35–$70 per hour
Location
Remote · worldwide
Posted
Sep 16

What the work involves

AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring experienced classroom teachers as contractors to author and grade the pedagogy and lesson scenarios those evaluations run on.

The work is fully remote and fully async — no fixed hours and no grading nights. Pay is $35 to $70/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start. The minimum commitment is 10 hours per week with no maximum — scale up or down week to week. There is no screen recording, no keystroke monitoring, and no idle timers. This is independent contractor work: ongoing project work rather than single task batches.

How the hiring process works: apply at the AfterQuery experts portal via the Apply button below (about five minutes — resume plus a few structured questions). Every application gets read against a published rubric and gets a decision. You may be asked to take a written assessment for further placement. Then sign the contractor agreement, connect Stripe, and get platform access — you're matched to live work in your specialty, usually within a week of onboarding.

What you'll do

  • Author realistic teaching scenarios from lesson planning through assessment
  • Write reference answers with the pedagogical reasoning behind each decision
  • Grade model output for instructional quality and age appropriateness
  • Flag lessons and advice that read well but would fail in a real classroom

Requirements & eligibility

  • Teaching license or certification, or an equivalent classroom credential
  • 2+ years of classroom teaching experience
  • Depth in lesson planning, differentiation, and assessment design
  • Clear written English for documenting pedagogical reasoning
  • Able to commit at least 10 hours per week
  • Preferred: experience across multiple levels or subjects
  • Preferred: curriculum development or instructional coaching experience
  • Preferred: advanced degree in education

How to apply

Applications go directly to AfterQuery. Read their terms before you sign up — and if anything feels off, run the scam check below first.

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Apply on AfterQuery

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