AfterQueryDomain experts
Special Education Teacher Expert
$55/hr
About this role, in AfterQuery's words
Special education teachers to build the IEP and intervention scenarios frontier AI labs use to test model judgment.
What you'll do
Responsibilities
- 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
Candidate background
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
Required qualifications
- 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
- Clear written English for documenting instructional and legal reasoning
- Able to commit at least 10 hours per week
Preferred qualifications
Show all 3 itemsHide these 3 items in Preferred qualifications
- Depth in a disability category such as autism, learning disabilities, or emotional and behavioral needs
- Behavior intervention or crisis prevention training
- Collaborative teaching or inclusion classroom experience
Quoted from selected sections of AfterQuery's posting. The full posting may state other conditions. Read the full posting
A closer look
More context, when you need it.
Full job descriptionThe original posting, in AfterQuery's words
Posted by AfterQuery, reproduced here so you can judge the role before clicking. Original posting ↗
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.
Responsibilities - 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
Required qualifications - 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 - Clear written English for documenting instructional and legal reasoning - Able to commit at least 10 hours per week
Preferred qualifications - Depth in a disability category such as autism, learning disabilities, or emotional and behavioral needs - Behavior intervention or crisis prevention training - Collaborative teaching or inclusion classroom experience
Why apply - $40 to $70/hr, paid weekly via Stripe - 100% remote and fully async - Shape how frontier models reason about special education - Ongoing project work with hours you set each week
Working with AfterQueryPay, getting started and work, from AfterQuery's own pages
What the platform publishes in general. These are not extra terms confirmed for this particular role.
- Getting paid
- Approved work is paid every Friday for the prior week, by Stripe to a bank account, with no fees. Stripe holds the first payout for 7 days. docs.afterquery.com/articles/payments-taxes/payment-setup
- Before your first paid task
- One assessment per expert pool, unpaid and with no retake. Onboarding takes about 10 minutes: legal documents, phone, ID through Persona, and payments. docs.afterquery.com/articles/onboarding/assessments, docs.afterquery.com/articles/onboarding/complete-your-onb...
- How much work
- Projects are assigned by assessment fit as they come up, and higher-rated contributors get priority. docs.afterquery.com/articles/onboarding/assessments, docs.afterquery.com/articles/about/contract-work
- Contract
- Independent contractor. Most contractors register as individuals. docs.afterquery.com/articles/about/contract-work, docs.afterquery.com/articles/onboarding/complete-your-onb...
Read on the pages linked above on 23 Sep 2026. Platforms change these terms, so check the linked page before you rely on one.
How does the pay compare?Across Domain experts roles, not this role alone
From our own daily reads of every open listing on the platforms we follow, not from AfterQuery's posting. How we count.
Pay across the field: Domain experts
Across 692 roles in this field with a stated hourly rate in US dollars, on 18 platforms, the middle half pays $65 to $130 an hour at the top of the range, and the median is $100. This role's top rate, $55, is in the bottom quarter. Of the 259 distinct rates we count, 41 are lower and 211 are higher.
| Platform | Roles | Top of range, per hour |
|---|---|---|
| Alignerr | 149 | $24 to $200 · median $80 |
| micro1 | 130 | $28 to $400 · median $110 |
| AfterQuery (this platform) | 87 | $45 to $175 · median $100 |
| Handshake AI | 79 | $30 to $300 · median $85 |
| Mercor | 78 | $55 to $450 · median $120 |
Sources and listing historyWhere this information comes from
This listing's history
- First seen here on 27 Aug 2026, and still on AfterQuery's list when we last read it on 12 Oct 2026.
- Listed pay changed on 29 Sep 2026: up to $70/hr before, $55/hr after.
A change can also be a correction to how we read AfterQuery's feed. The figure at the top of this page is always the latest read.
- Posted by AfterQuery
- First seen by AIPayList
- Last seen live
- Listing ID
- 1787816376655
Pay as the source states it: “$55/hr”.
Platforms sometimes change a rate after posting. Every listing here is re-read at least once a day and corrected when its source moves, so a difference you see on the platform is usually a change made since the last read. How freshness works.
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