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OpenTrain

Revenue, Demand & Supply Planning Professional Evaluator

You will evaluate AI-generated responses and create training data based on real retail revenue, demand, and supply planning work. Your feedback will help assess whether AI content is accurate, relevant, and practical.

Field
Business & operations
Where
United States
Commitment
part time
Hours
up to 20/week
Posted
6 days ago

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.

PlatformOpenMedianBest-paid open role
Mercor21$78/hrPayer & Market Access Expert — Gross-to-Net & Formulary Strategy$175-200/hr
OpenTrain AIthis role83$75/hrEnterprise Operations AI Evaluation Analyst$135/hr
micro132$61/hrBrand & Creative Strategy Expert$150-350/hr
Alignerr31$53/hrFrontier Data Lead – AI Client Delivery & Growth$85-120/hr
Handshake AI31up to $80/hrMarketing 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 responses and create training data based on real retail revenue, demand, and supply planning work. Your feedback will help assess whether AI content is accurate, relevant, and practical.

The work is ongoing, project-based, remote, and asynchronous. Review the duties and qualifications before applying to confirm the role fits your background.

  • Evaluate AI responses against revenue, demand, inventory, pricing, and supply planning workflows.
  • Review demand forecasting and in-season reforecasting content for accuracy and relevance.
  • Use practical knowledge of inventory planning, supply planning, pricing, promotions, and margin optimization.
  • Assess freight, logistics, cost-management, and invoice-auditing topics when relevant.
  • Provide clear, detailed written feedback and make well-supported judgments independently.

What it pays and takes

It does require substantial professional planning experience and strong written communication.

  • Pay: Up to $80 per hour.
  • Work type: Part-time contractor work on an ongoing, project-based basis.
  • Hours: 20+ hours per week when an active project is available.
  • Location: Open to candidates in the United States.
  • Language: Fluent English.
  • Experience: At least five years in revenue, demand, or supply planning in retail or consumer-facing industries, or equivalent end-to-end planning experience.
  • Relevant backgrounds include Demand Planner, Supply Chain Manager, Pricing Analyst, or similar planning and analytics roles.
  • Required knowledge includes demand forecasting, in-season reforecasting, inventory planning, and supply planning processes.
  • Helpful experience includes pricing, promotions, margin optimization, freight, logistics, cost management, or invoice auditing.
  • You should have close attention to detail and be able 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 work is the human side of building AI. Contributors review and write examples, rate model responses, and provide feedback so AI systems can produce more accurate and useful results.

From applying to your first payment on OpenTrain AI

  1. 1

    Create a profile

    Create a free OpenTrain profile with your domains, languages and hourly rate.

  2. 2

    Apply

    Apply to the listing. Some listings hire through OpenTrain; others send you to the hiring platform.

  3. 3

    Funded milestones

    The client funds each milestone before work starts.

  4. 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.

Other business & operations roles

All 199 business & operations roles →