Content Writer and Evaluator
Listing checked October 29, 2026 · pay as published by AfterQuery
Key details
- Pay
- $15/hr
- Location
- Remote
- Job type
- contract
- Posted
- September 30, 2025
Overview
AfterQuery builds evaluation scenarios that put autonomous AI systems through realistic research work, and this role sits at the center of that effort. You will draft prompts, responses and grading tasks that mirror real projects in sports analytics, financial analysis, patent research, academic planning and business intelligence, then judge how well a model handles them. The work runs on an extended contract with 10 to 20 hours a week and a schedule you set yourself. Expect close reading, source checking and detailed write-ups of what the model got right or wrong.
What You'll Do7
- Compose original prompts and model responses that reflect genuine research tasks in your area of expertise
- Rewrite and polish training content so each item meets the accuracy and formatting bar set by the team
- Run evaluation passes on AI output and record every flaw, gap or unsupported claim you find
- Trace facts back to authoritative sources such as SEC filings, the USPTO database or league statistics before approving an item
- Document findings at a granular level so researchers can trace a decision back to specific evidence
- Adapt tasks across several domains when project needs shift
- Flag ambiguous or low-quality test cases and suggest a clearer version
Requirements6
- 10 to 20 hours of availability each week, arranged around your own schedule
- Fluent English writing with sharp control of grammar, structure and tone
- Keen eye for detail when comparing model output against source material
- Comfort verifying claims against primary sources and rejecting anything you cannot confirm
- Ability to work on your own with minimal supervision and hit agreed deadlines
- Domain depth in at least one area: sports analytics, financial analysis, patent research, academic research or business intelligence
Who Should Apply
Researchers, analysts and writers with real depth in one of the listed domains who want flexible contract work on AI evaluation. You read sources closely, catch small errors and can explain in writing why an answer fails. Candidates who know SEC filings, USPTO records, league databases or admissions data will settle in fastest.
Salary Insight
The rate is $15.00 per hour, paid on a contract basis. That figure sits at the entry point for AI training and evaluation work, so candidates bringing specialist domain knowledge such as patent or financial research often have room to discuss a higher rate.
Pay and demand for Content, Communications & PR roles
Market estimates from live NearSkill listings — separate from this job's published terms.
This role · as published
$15/hr
Taken from the listing itself.
Typical pay · estimated
$68/hour
Median of 1,190 similar roles that publish pay · 299 publish only a top rate; those count at the rate they gave
Most Content, Communications & PR roles pay $38–$94 per hour. This role's pay sits below that range.
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
- 1,386
- Listed in last 30 days
- 726
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- 97%
Hiring most right now: micro1 (346) · SME Careers (254) · Mercor (199)
Most requested skills · share of roles
- ai evaluation15%
- llm evaluation13%
- data annotation12%
- ai training12%
Figures from Content, Communications & PR roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.
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