Resumize AI opportunities

AI training and evaluation for experts.

Help assess AI answers in a subject you know well. The work can involve checking facts, comparing responses, and explaining errors. Explore 30 talent pools in medicine, software, writing, and other fields. You can register your interest in future projects here. These are not current job openings.

Explore expert tracks

Free to join. Future opportunities. No placement guarantee.

What does evaluating AI involve?

Use your judgment to help companies assess and improve AI responses.

  1. 01

    Review an answer

    Check an AI response in a subject you know well.

  2. 02

    Explain what needs work

    Identify mistakes, missing context, or weak reasoning.

  3. 03

    Show a better approach

    Write a correction, compare alternatives, or create an example.

Tasks, rates, and country eligibility depend on each project.

Find your area of expertise

Explore 30 expert tracks. These are talent pools for future projects, not current job vacancies.

Looking for open jobs?

30 expert tracks

Software and data · Talent pool

Software Engineering

Check AI-written software. Does it work, is it easy to maintain, and what trade-offs does it make?

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Software and data · Talent pool

Python Development

Check Python code and answers about bugs. Review how the code handles data.

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Software and data · Talent pool

JavaScript and TypeScript

Review JavaScript code for browsers and servers. Check that it works and is clearly explained.

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Software and data · Talent pool

Data Science

Review how AI works with data. Check the steps it takes and whether the data supports its findings.

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Software and data · Talent pool

Machine Learning

Check answers about how to build, test, and deploy machine-learning models.

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Software and data · Talent pool

Cybersecurity

Review advice on how to keep systems safe. Flag missing steps and advice that could cause harm.

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Healthcare · Talent pool

Medicine

Check medical answers against evidence. Flag errors and make sure the answer is clear about what is uncertain.

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Healthcare · Talent pool

Nursing

Check that answers about nursing and care are clear and match sound nursing practice.

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Healthcare · Talent pool

Pharmacy

Check answers about medicines: how they work, what they do, and how to use them safely.

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Healthcare · Talent pool

Dentistry

Review answers about teeth and oral health. Check the terms used and the reasoning behind each answer.

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Healthcare · Talent pool

Public Health

Check claims about the health of groups of people. Review study findings and how they are explained.

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Healthcare · Talent pool

Medical Research

Check summaries of medical research. Does each claim match the evidence in the study?

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Science and engineering · Talent pool

Mathematics

Check math solutions and proofs. Review each step and how it is explained.

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Science and engineering · Talent pool

Statistics

Check claims based on data and tests. Review the reasoning and estimates of uncertainty.

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Science and engineering · Talent pool

Physics

Check physics answers and calculations. Does the science support the explanation?

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Science and engineering · Talent pool

Chemistry

Review chemistry answers and calculations. Check what the results of each test mean.

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Science and engineering · Talent pool

Biology

Check answers about living things and how they work. Make sure claims are backed by evidence.

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Science and engineering · Talent pool

Mechanical Engineering

Check engineering calculations and design choices. Review how machines and other systems are described.

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Business and professional · Talent pool

Finance

Check financial reasoning and models. Review their assumptions and what they say about a business.

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Business and professional · Talent pool

Accounting

Review accounting answers. Check the reasoning behind financial statements.

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Business and professional · Talent pool

Economics

Check economic claims against evidence. Review claims about cause and effect.

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Business and professional · Talent pool

Law

Check that legal research summaries match their sources. Review which laws apply and any limits to the answer.

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Business and professional · Talent pool

Business Operations

Review advice on how to run a business. Check the steps and reasoning behind each choice.

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Business and professional · Talent pool

Marketing

Review marketing plans and messages. Check who they are for and whether research supports them.

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Language and content · Talent pool

English Writing

Review English text. Check that it is clear, well organized, and follows the brief in the right tone.

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Language and content · Talent pool

Urdu Language

Check Urdu text for clear meaning and natural phrasing. Review how it fits the cultural context.

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Language and content · Talent pool

Arabic Language

Check Arabic text for correct language and meaning. Review whether the tone fits the situation.

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Language and content · Talent pool

Translation

Compare a translation with its source. Check that it keeps the full meaning and reads naturally.

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Language and content · Talent pool

Education

Review teaching materials. Check that they are clear, correct, easy to use, and help people learn.

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Language and content · Talent pool

Factual Accuracy

Check facts against trusted sources. Make clear what the evidence shows and what is a guess.

View expert track

One profile. More possibilities.

  1. Step 1

    Choose your expertise

    Read a track description and sign in with Google, LinkedIn, or your Resumize account.

  2. Step 2

    Bring your resume

    Upload your resume, check the extracted details, and save your profile for review.

  3. Step 3

    Keep your search moving

    Check your review status in Resumize and explore the job board while you wait.

Questions about AI training and evaluation work

What is the difference between AI training, data annotation, and evaluation?

AI training uses data and feedback to improve a model. Data annotation means adding labels or notes to examples. Evaluation means checking the answers: are they correct, clear, and useful? A project may include all three tasks.

Do I need programming experience?

Coding tracks need programming skills. Other tracks need knowledge of fields such as medicine, law, languages, or writing. Read the skills and sample task for your track. Each project will confirm what it needs.

Are these open jobs?

No. These 30 tracks let you register interest in future work. Joining saves your profile for review. It does not apply you to an open job or promise paid work.

Who pays, and how much?

The company offering a project sets the rate and pays for the work. Resumize has no paid project on these tracks at present. Any future offer will confirm the rate and payment terms.

Can I join from my country?

You can register interest and tell us where you live. Each project will confirm where it is open, which credentials you need, and whether you need permission to work in that country.

What happens to my resume?

Resumize reads your resume and creates a profile you can edit. When you submit, we save a copy of your chosen resume for our team to review. We will ask your permission before sharing it with a hiring partner. You can remove your talent-pool application from its status page.

When will I hear back?

There is no set time for a review or job offer. You can check your status in Resumize. If suitable work becomes available, we may email you at the address on your account.

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