Special Education Teacher Expert
AfterQuery • Remote
Education
Not stated
Type
Hourly
Pay Rate
$55/hr
Listed
29d ago
About this role
From the AfterQuery listing
Special education teachers to build the IEP and intervention scenarios frontier AI labs use to test model judgment.
AfterQuery builds the expert evaluation data that frontier AI labs use to measure and improve their models. We're hiring special education teachers as contractors to author and grade the IEP and intervention scenarios those evaluations run on.
What you'll actually do
Author realistic special education scenarios from evaluation through IEP implementation
Write reference answers with the legal and instructional reasoning behind each decision
Grade model output for compliance and appropriateness for the student
Flag advice that reads compliant but fails the student
Who this is for
Special education certification or license, or an equivalent credential
2+ years of teaching in special education settings
Depth in IEP development, accommodations, and differentiated instruction
You can write instructional reasoning clearly enough for another teacher to follow it
Contract and pay
$40 to $70/hr, paid weekly via Stripe. Your rate is set from your experience, not negotiated down after you start.
Remote and async. Fully remote, fully async. No fixed hours.
Minimum 10 hours per week, no maximum. Scale up or down week to week.
No screen recording, no keystroke monitoring, no idle timers.
Independent contractor. Ongoing project work rather than single task batches.
How our hiring process works
Apply at /apply/special-education-teacher-expert. About five minutes. Resume plus a few structured questions.
Resume review. Every application gets read against a published rubric and gets a decision.
Written assessment. You may be asked to take a written assessment for further placement.
Onboarding. Sign the contractor agreement, connect Stripe, and get platform access.
Project match. You're matched to live work in your specialty, usually within a week of onboarding.
About AfterQuery
AfterQuery is an expert data lab. We build the evaluation and training data that frontier AI labs use to measure what their models can and can't do in real professional work. Our contributors are practicing professionals, not annotators, and the work is credited, reviewed, and paid at professional rates.
How long hiring takes
Across the AI training platforms we refer candidates to, the median gap between referral and hire is about 30 days. It varies by platform and role, so treat it as a rough guide for this one.
Why this role
At $55/hr, this Special Education Teacher Expert position compensates Humanities expertise on its own terms, the kind of rate that would otherwise only show up inside a law firm, hospital, or research lab.
Talent pool
We're light on Humanities candidates
We've matched 30 people with a Humanities background against 397 Humanities listings we've tracked, so most go out without one. Set up a profile and we'll consider you for a role like this one.
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Common questions
Do I need a PhD to qualify for AfterQuery?
Only for specialist roles: ML research, atmospheric modeling, bioinformatics, COBOL, and audit accounting positions require verifiable credentials, usually a PhD, master's degree, or 5+ years of professional experience. AfterQuery's domain screeners check credentials before confirming an assignment, so listing a degree without the matching experience won't get you through. Generalist reviewer roles have a lower bar but come up less often.
How long do AfterQuery projects last?
Typically 2 to 3 weeks at 10 to 20 hours a week. There's no guaranteed follow-on work once a project closes, so treat it as a high-pay burst contract rather than steady income. AfterQuery does re-hire specialists for new campaigns, but that depends entirely on what AI labs are training at the time.
What does asynchronous AI training work mean in practice?
No set hours, no check-ins, no meetings. You log in when you want, pick up an available task, complete it, and submit; nobody is waiting on you in real time. That's different from remote employment, where you're expected online during business hours. The tradeoff: you're competing with others for available tasks, so an empty queue means there's simply nothing to do until more work is released.
Do task-based AI training roles require an interview?
Most skip a live interview entirely and gate access through an automated assessment or qualification task instead. Where we've confirmed the specific requirement for this listing, it's called out above in What We Know About This Role.
What does Humanities work look like for a Special Education Teacher Expert?
Tasks here are scoped to Humanities, not generic labeling. As a Special Education Teacher Expert, expect to draw on real domain judgment (evaluating outputs, correcting errors, or providing expert reasoning specific to Humanities) rather than following a one-size-fits-all rubric. If you don't have hands-on Humanities background, this is likely not the right listing to start with.
What specific skills does this listing call for?
Expert is named directly in the listing. If you don't have hands-on experience with this, expect the screening process to test for it directly rather than accepting adjacent experience as a substitute.
How much does this specific role pay?
This listing is posted at $55/hr, an hourly rate. Pay can change between when we last checked the listing and when you apply, so confirm the current number on the platform's own application page before committing time.
What happens when I click Apply on this listing?
You'll be taken to Afterquery's external site to complete your application there. This listing links through a referral, but the process is identical to applying directly; the link just routes you correctly. Create an account on their site and follow their onboarding steps.