Land Administrator AI Evaluator
You will evaluate AI-generated content against the standards and workflows used in upstream land administration, mineral title, and oil and gas accounting. You will also provide clear feedback that helps improve AI understanding of specialized industry practices.
- Field
- Business & operations
- Where
- United States
- Commitment
- part time
- Hours
- up to 20/week
- Asks for
- PhD
- Posted
- 6 days ago
Pay data for your profession: PhD AI trainer jobs
How this pay compares
The title points to rating and reviewing ai output: judging a model's answers or code against guidelines, such as which of two is better or whether one is correct and safe. What each kind of AI training work pays
At $80/hr, this role pays more than 72% of the 167 open business & operations roles with a listed pay range, above the median of $68.
Among platforms with 10 or more priced business & operations roles, Mercor has the highest median ($78/hr across 20 roles) and Alignerr the lowest ($53/hr across 31).
OpenTrain AI roles that closed since late October stayed listed a median of 31 days (122 roles). OpenTrain AI posted this one 6 days ago.
Computed from 2,746 open roles we track across Mercor, micro1, Handshake AI, Alignerr, Appen and OpenTrain AI, refreshed daily. Midpoints of listed ranges; “up to” ceilings are left out of medians.
What you would earn at this rate
Rate
$80/hr
Per week, before tax
$1,600
Per month, if the work is steady
$6,933
- Tax
- Contract pay arrives with no tax withheld. A US contractor at this rate and these hours would set aside about $1,753 a month for self-employment tax plus federal income tax at the 12% bracket (25%, before state tax). Outside the US, your own country's rules apply.
Assumes paid hours only; unpaid assessments, onboarding and gaps between projects lower the real figure. Full take-home calculator · Track what you actually earn
Open business & operations roles on each platform
The same kind of work, priced on every platform we track, with the best-paid open role on each.
| Platform | Open | Median | Best-paid open role |
|---|---|---|---|
| Mercor | 21 | $78/hr | Payer & Market Access Expert — Gross-to-Net & Formulary Strategy$175-200/hr |
| OpenTrain AIthis role | 83 | $75/hr | Enterprise Operations AI Evaluation Analyst$135/hr |
| micro1 | 32 | $61/hr | Brand & Creative Strategy Expert$150-350/hr |
| Alignerr | 31 | $53/hr | Frontier Data Lead – AI Client Delivery & Growth$85-120/hr |
| Handshake AI | 31 | up to $80/hr | Marketing and Sales ProfessionalUp to $120/hr |
“Up to” rows list only ceilings, so their median is a maximum, not comparable with the range midpoints above them.
All 199 open business & operations roles →The full listing
As posted on OpenTrain AI. See the original
The work
You will evaluate AI-generated content against the standards and workflows used in upstream land administration, mineral title, and oil and gas accounting. You will also provide clear feedback that helps improve AI understanding of specialized industry practices.
The role includes practical analytical work and structured data production using tools and methods from your professional experience.
- Review AI-generated content for accuracy against upstream land management and accounting workflows.
- Write clear, accurate feedback on specialized oil and gas practices.
- Build price forecast models and develop PPA documentation.
- Produce structured data outputs independently.
What it pays and takes
This is an ongoing, project-based freelance opportunity that can fit alongside research, teaching, postdoctoral work, or industry employment. The work is fully remote and asynchronous.
- Pay: Up to $80 per hour.
- Time requirement: 20+ hours per week.
- Location: Open to candidates in the United States.
- At least two years of professional experience in upstream land administration or accounting.
- Experience as a landman, senior landman, land administrator, lease records analyst, revenue accountant, JIB analyst, royalty owner analyst, or in an equivalent oil and gas role.
- Hands-on experience with P2 Land, Excalibur, or CourthouseDirect.
- Professional fluency in English.
- Strong written communication, careful attention to detail, and the ability to work independently.
How it works
Apply on OpenTrain with your resume, then complete the application on the hiring site.
About AI training work
AI training is the human work behind artificial intelligence. People review model responses, prepare examples, and provide feedback so AI systems can produce more accurate and useful results. Subject-matter experts are needed when the work involves specialized fields such as upstream land administration and accounting.
From applying to your first payment on OpenTrain AI
- 1
Create a profile
Create a free OpenTrain profile with your domains, languages and hourly rate.
- 2
Apply
Apply to the listing. Some listings hire through OpenTrain; others send you to the hiring platform.
- 3
Funded milestones
The client funds each milestone before work starts.
- 4
First payment
OpenTrain pays out to your connected payout method when the client approves the milestone. It doesn't publish a fixed payout schedule.
Sources: OpenTrain: AI training careers, OpenTrain docs: invoicing and payouts
Full OpenTrain AI profile: watch-outs and the public record →Pay history
OpenTrain AI has listed this role at $80/hr since Nov 6, 2026 with no change.
Across OpenTrain AI's business & operations roles, the median listed pay was $60/hr on Nov 1, 2026 (40 roles) and is $75/hr as of Nov 11, 2026 (83 roles).
What workers report about OpenTrain AI
Anonymous reports from people who applied or worked there: whether they got work, what they were paid and how fast.
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