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 tracksFree to join. Future opportunities. No placement guarantee.
What does evaluating AI involve?
Use your judgment to help companies assess and improve AI responses.
- 01
Review an answer
Check an AI response in a subject you know well.
- 02
Explain what needs work
Identify mistakes, missing context, or weak reasoning.
- 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.
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?
View expert track
Software and data · Talent pool
Python Development
Check Python code and answers about bugs. Review how the code handles data.
View expert track
Software and data · Talent pool
JavaScript and TypeScript
Review JavaScript code for browsers and servers. Check that it works and is clearly explained.
View expert track
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.
View expert track
Software and data · Talent pool
Machine Learning
Check answers about how to build, test, and deploy machine-learning models.
View expert track
Software and data · Talent pool
Cybersecurity
Review advice on how to keep systems safe. Flag missing steps and advice that could cause harm.
View expert track
Healthcare · Talent pool
Medicine
Check medical answers against evidence. Flag errors and make sure the answer is clear about what is uncertain.
View expert track
Healthcare · Talent pool
Nursing
Check that answers about nursing and care are clear and match sound nursing practice.
View expert track
Healthcare · Talent pool
Pharmacy
Check answers about medicines: how they work, what they do, and how to use them safely.
View expert track
Healthcare · Talent pool
Dentistry
Review answers about teeth and oral health. Check the terms used and the reasoning behind each answer.
View expert track
Healthcare · Talent pool
Public Health
Check claims about the health of groups of people. Review study findings and how they are explained.
View expert track
Healthcare · Talent pool
Medical Research
Check summaries of medical research. Does each claim match the evidence in the study?
View expert track
Science and engineering · Talent pool
Mathematics
Check math solutions and proofs. Review each step and how it is explained.
View expert track
Science and engineering · Talent pool
Statistics
Check claims based on data and tests. Review the reasoning and estimates of uncertainty.
View expert track
Science and engineering · Talent pool
Physics
Check physics answers and calculations. Does the science support the explanation?
View expert track
Science and engineering · Talent pool
Chemistry
Review chemistry answers and calculations. Check what the results of each test mean.
View expert track
Science and engineering · Talent pool
Biology
Check answers about living things and how they work. Make sure claims are backed by evidence.
View expert track
Science and engineering · Talent pool
Mechanical Engineering
Check engineering calculations and design choices. Review how machines and other systems are described.
View expert track
Business and professional · Talent pool
Finance
Check financial reasoning and models. Review their assumptions and what they say about a business.
View expert track
Business and professional · Talent pool
Accounting
Review accounting answers. Check the reasoning behind financial statements.
View expert track
Business and professional · Talent pool
Economics
Check economic claims against evidence. Review claims about cause and effect.
View expert track
Business and professional · Talent pool
Law
Check that legal research summaries match their sources. Review which laws apply and any limits to the answer.
View expert track
Business and professional · Talent pool
Business Operations
Review advice on how to run a business. Check the steps and reasoning behind each choice.
View expert track
Business and professional · Talent pool
Marketing
Review marketing plans and messages. Check who they are for and whether research supports them.
View expert track
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.
View expert track
Language and content · Talent pool
Urdu Language
Check Urdu text for clear meaning and natural phrasing. Review how it fits the cultural context.
View expert track
Language and content · Talent pool
Arabic Language
Check Arabic text for correct language and meaning. Review whether the tone fits the situation.
View expert track
Language and content · Talent pool
Translation
Compare a translation with its source. Check that it keeps the full meaning and reads naturally.
View expert track
Language and content · Talent pool
Education
Review teaching materials. Check that they are clear, correct, easy to use, and help people learn.
View expert track
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.
Step 1
Choose your expertise
Read a track description and sign in with Google, LinkedIn, or your Resumize account.
Step 2
Bring your resume
Upload your resume, check the extracted details, and save your profile for review.
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.
Maintained by ResumizeAI · Updated