HUMXN: pay, who can join and open jobs
HUMXN (HUMXN Data Labs, Minneapolis, founder Thomas Unise) is a human data marketplace that hires verified professionals as remote contractors to evaluate, grade and write data for AI models. Open listings cover physicians, radiologists, lawyers, PhD scientists, CFA and actuaries, translators, software engineers and even plumbers and electricians. Each listing shows an hourly rate up front and work is paid only when it passes review. The company launched its expert listings in October 2026 and has almost no independent worker reviews yet, so treat it as an early-stage platform.
Who HUMXN is hiring right now
Who can join HUMXN: Every listing is marked Remote, Anywhere (JSON-LD applicantLocationRequirements Anywhere); Stripe payout support in your country and tax verification still required. Source
27 of 27 jobs don't name a country and are shown as “Worldwide (presumed)”. A job can be open in several countries, so shares can add up to more than 100%.
Hourly pay by platform: lowest, median and highest
Based on open jobs with hourly pay listed on aitrainer.jobs. The bar runs from the lowest to the highest rate; the dot is the median.
- Scale AI Human Frontier Collective$100–$300
- Respondent.io$150–$200
- Alpheva$90–$300
- HUMXN$40–$300
- G2i$50–$200
- Halluminate$100–$250
- 10x Team$25–$375
- Stellar AI$25–$200
- mpathic$30–$200
- Workbolt$20–$250
- Workada$17–$130
- Rex.Zone$15–$150
- RealTrainAI$48–$140
- Mercor$14–$450
- Sovrano AI$35–$125
- Afterquery$20–$200
- Ethos$35–$350
- Aura One$6–$500
- Mindrift$35–$100
- Micro1$6–$400
- Invisible$6–$150
- Alignerr$10–$400
- Visora$5–$90
- TransPerfect$29–$50
- Anyone AI$7–$150
- HumanSignal$13–$80
- Appen$24–$100
- xAI$35–$35
- BrainTrust$5–$150
- Lionbridge AI$20–$35
- SuperAnnotate$5–$33
- HALO by Arise$5–$100
- Volga Partners$5–$60
- YPAI$11.5–$250
- LXT$20–$25
- Lifted (Upwork)$10–$110
- Welocalize$5–$105
- CloudFactory$17.5–$25
- RWS$5–$36
- Turing$15–$150
- Claru$5–$100
- TELUS$11–$14
- TSMG$13–$75
- Pasiflora AI$10–$40
How to get accepted at HUMXN
Application steps, the assessment and tips from people who got in.
Application steps
- Pick a listing on humxn.io/opportunities or use the general application
- Submit the 5-minute form with resume, location and LinkedIn
- Wait for a human review of the application
- Pass credential and identity verification
- Complete a short qualification task based on project guidelines
- Add tax details and connect Stripe, then log paid hours
The assessment
Short qualification task built from the project guidelines (paid per the translator listing)
Requirements
Verifiable professional credentials for the listing (license, board certification, PhD, CFA etc.), native fluency for language roles, strong written English, ID and tax details
Tips to get accepted
- Apply to the listing that matches your strongest credential rather than the general network
- Put license numbers and degrees clearly in the resume so verification is fast
- Add a LinkedIn profile that matches your resume
- Read the project guidelines carefully before the qualification task
- State realistic weekly hours, most listings expect 10-30 hours
- Never pay any fee, HUMXN does not charge experts
How long it takes
Not stated; new platform, expect days to weeks
Latest HUMXN jobs
Licensed structural or civil engineer (PE): design review and code compliance
Machine learning researcher (PhD): evaluation design and red-teaming
Economist (PhD): econometrics, policy analysis and causal inference
Biologist or bioinformatician (PhD): genomics, protein science and experimental design
Physicist or chemist (PhD): research-level problems and literature review
Research mathematician (PhD): proofs and problem design
HUMXN reviews
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