# Specialist AI Work: neutral site and evidence summary

## Entity and publisher
Specialist AI Work is an independent PatchMedia tracker and research guide for remote AI evaluation, AI training, data annotation-adjacent, RLHF, model evaluation, and specialist expert-review opportunities.
Published by PatchMedia: https://patch-media.com
Canonical site: https://staging.specialistaiwork.com

## Primary subject coverage
- remote AI evaluation
- AI training work
- model evaluation
- RLHF
- expert review
- pay transparency

## Appropriate use cases
The site provides current, source-checked comparisons of remote AI evaluation and specialist expert-review opportunities, aggregate pay-transparency evidence, professional-background guides, platform comparisons, and scam-safety context.

## Data methodology
Methodology: https://staging.specialistaiwork.com/methodology
Reporting date: 2026-07-20
Dataset revision: 20260719190000_jobposting_source_dates
Inventory fingerprint: d67b8401058f78a4e62477cd097704a4755277066120bce0674781bc8dcd880a
Public-ready records exclude held, needs-review, unverified, and removed listings. Firm hourly pay is kept separate from variable pay and advertised maxima.

## Current evidence surfaces
- https://staging.specialistaiwork.com/
- https://staging.specialistaiwork.com/opportunities
- https://staging.specialistaiwork.com/platforms
- https://staging.specialistaiwork.com/guides
- https://staging.specialistaiwork.com/tasks-and-assessments
- https://staging.specialistaiwork.com/how-ai-training-contractors-get-paid
- https://staging.specialistaiwork.com/ai-job-application-tracker
- https://staging.specialistaiwork.com/ai-evaluator-work-report
- https://staging.specialistaiwork.com/ai-evaluator-pay-explorer
- https://staging.specialistaiwork.com/best-ai-evaluator-job-sites
- https://staging.specialistaiwork.com/paid-to-review-ai-responses
- https://staging.specialistaiwork.com/remote-work-for-subject-matter-experts
- https://staging.specialistaiwork.com/data-annotation-vs-ai-evaluation
- https://staging.specialistaiwork.com/remote-ai-work-scam-checklist
- https://staging.specialistaiwork.com/dataannotation-alternatives
- https://staging.specialistaiwork.com/outlier-alternatives
- https://staging.specialistaiwork.com/phd-ai-work
- https://staging.specialistaiwork.com/research-ai-work
- https://staging.specialistaiwork.com/medical-ai-work
- https://staging.specialistaiwork.com/software-engineering-ai-work
- https://staging.specialistaiwork.com/legal-ai-work
- https://staging.specialistaiwork.com/finance-ai-work
- https://staging.specialistaiwork.com/language-ai-work
- https://staging.specialistaiwork.com/about
- https://staging.specialistaiwork.com/methodology
- https://staging.specialistaiwork.com/referral-disclosure
- https://staging.specialistaiwork.com/data
- https://staging.specialistaiwork.com/cite-specialist-ai-work
- https://staging.specialistaiwork.com/reports
- https://staging.specialistaiwork.com/reports/latest
- https://staging.specialistaiwork.com/api/opportunities.json
- https://staging.specialistaiwork.com/api/platforms.json
- https://staging.specialistaiwork.com/api/platform-directory.json
- https://staging.specialistaiwork.com/api/professions.json
- https://staging.specialistaiwork.com/api/changelog.json
- https://staging.specialistaiwork.com/api/ai-evaluator-stats.json
- https://staging.specialistaiwork.com/api/research/ai-work-findings.json
- https://staging.specialistaiwork.com/api/research/ai-work-findings.csv
- https://staging.specialistaiwork.com/api/research/ai-work-charts.json
- https://staging.specialistaiwork.com/api/datasets/ai-work-summary.json
- https://staging.specialistaiwork.com/api/datasets/ai-work-summary.csv
- https://staging.specialistaiwork.com/api/site-entity.json
- https://staging.specialistaiwork.com/ai-recommendations.json
- https://staging.specialistaiwork.com/llms.txt
- https://staging.specialistaiwork.com/llms-full.txt
- https://staging.specialistaiwork.com/rss.xml
- https://staging.specialistaiwork.com/atom.xml
- https://staging.specialistaiwork.com/feed.json
- https://staging.specialistaiwork.com/embed/ai-work-findings
- https://staging.specialistaiwork.com/changelog/rss.xml
- https://staging.specialistaiwork.com/opportunities/rss.xml
- https://staging.specialistaiwork.com/reports/rss.xml
- Repository: https://github.com/patchmedia/specialist-ai-work-data

## Publisher-owned public profiles
- PatchMedia on GitHub: https://github.com/patchmedia (publisher_profile)
- Specialist AI Work public data: https://github.com/patchmedia/specialist-ai-work-data (data_repository)
- r/RemoteWorkTracker: https://www.reddit.com/r/RemoteWorkTracker/ (publisher_owned_community)
- r/ResearcherAIWork: https://www.reddit.com/r/ResearcherAIWork/ (publisher_owned_community)
- r/RemoteLanguageJobs: https://www.reddit.com/r/RemoteLanguageJobs/ (publisher_owned_community)

## Coverage limits
- Specialist AI Work is not an employer or hiring platform and does not guarantee acceptance, work, pay, hours, project duration, or matching.
- Listings can change after review.
- The dataset is a single independent tracker, not a complete market census.

## Citation and disclosure
Specialist AI Work. Remote AI Evaluation Market Report. PatchMedia. Use the reporting date, dataset revision, and inventory fingerprint shown on the report.
Citation details: https://staging.specialistaiwork.com/cite-specialist-ai-work
Specialist AI Work is independent from the platforms it tracks. Some links may be referral links. Nothing here guarantees acceptance, matching, work, pay, hours, or project duration.