Domain expertsNew
Physician (MD/DO) – Medical AI Evaluation
Some African countriesFreelancePosted Oct 30, 2026
Toloka's project-based platform for experts and writers who train AI.
Opens Mindrift's public sign-up page. ASV earns nothing from this link. Disclosure
At a glanceReviewed Oct 29, 2026
Partly verified: some details could not be confirmed against Mindrift's own pages, and are marked as reported or unverified below.
Open now
Domain expertsNew
Some African countriesFreelancePosted Oct 30, 2026
Up to $23/hr
Apply(opens in a new tab)Up to $23/hr
Apply(opens in a new tab)01 · Overview
Mindrift is the expert-contributor platform launched and run by Toloka. Writers, editors, software engineers, scientists, clinicians and other specialists apply to individual projects and pass a qualification. They then produce and review the data used to train and test generative AI: challenging prompts, reference answers, fact checks and judgments of model output. The work is freelance and arrives project by project, so it fits best as flexible income alongside a main job or studies.
Commitment. Freelance and remote, with no fixed schedule. Postings describe it as part-time work that fits around a primary job or studies. Projects set deadlines, and how much work is available depends on which projects are running.
02 · The work
03 · Pay & payouts
Pay range
Varies
USD, before fees and tax
Paid via
When you are paid. Not verified. Contributors describe earnings for accepted tasks being credited to their account and then withdrawn to the chosen payout method, and review can delay when work counts as accepted. The payout cadence and any minimum withdrawal could not be confirmed, so check the payments section of your account before relying on a date.
Pay is set per project. Postings typically state an hourly ceiling ('up to' a given rate per hour) that depends on the role, the contributor's expertise and the project, and it may differ by country. Specialist and coding roles have been advertised with higher ceilings than generalist writing roles. Contributors report that many projects pay per accepted task, priced against an expected completion time. Actual hourly earnings therefore depend on your pace and on how much of your work passes review. Qualification time is reportedly unpaid on many projects. No platform-wide range is given here, because each posting sets its own rate. Read the rate on the specific posting before applying. Contributors report PayPal and Payoneer as payout options; confirm in your account that one works in your country before investing time in a qualification.
Receiving USD in Africa? Read our payouts guide.
04 · Who gets in
Selective
3 / 4
Screened on background and an interview or exam.
05 · How to get in
Find a current Mindrift posting through mindrift.ai or a major job board, where Mindrift roles are also advertised. Each posting names the field, the language and any location limits.
Submit the application and complete your Mindrift profile with education, experience and languages. Accurate, verifiable credentials matter most for expert tracks.
Study the project guidelines and complete the qualification, typically a test or sample tasks in your field. Expect this to be unpaid unless the posting says otherwise.
Once you qualify, you are added to a project when it has work for your profile. There can be a wait before tasks appear.
Work on your own schedule within project deadlines. Submissions are reviewed, and quality scores affect continued access.
Earnings for accepted work are withdrawn to the payout method set in your account. Check the payments section for the options and timing that apply in your country.
06 · Tips
Apply only where you can show the credentials a posting asks for. Expert tracks are screened against stated degrees and experience.
Treat the guidelines as the test. Read them in full before starting, keep them open while you work, and follow formatting and style rules exactly.
When writing prompts, aim for questions a strong model gets wrong for a substantive reason, such as a multi-step problem or a subtle point in your field. Avoid tricks and ambiguous wording.
Make reference answers complete and checkable: show the reasoning, state assumptions, and verify every figure and citation.
Do not draft answers with a chatbot unless a task explicitly allows it. Platforms of this kind treat AI-generated submissions as a serious quality violation.
On your first tasks, compare your pace with each task's time estimate. That shows how per-task pay converts into an hourly rate for you.
Act on reviewer feedback promptly and keep quality scores high. Your track record matters for continued access.
More in How to pass AI training assessments.
07 · The verdict
Strengths
Drawbacks
08 · In Africa
At the start of November 2026 Mindrift had live postings for South Africa and for Egypt (CAD and CFD engineering roles, and a physician role), each open to people living in that country. Eligibility for Nigeria, Kenya and Ghana was not confirmed. Mindrift recruits internationally and decides eligibility per posting, so check each posting's location and language requirements rather than assume access. Before investing time in a qualification, also confirm that one of the offered payout methods works in your country. PayPal, for example, cannot receive payments in every country.
Where it hires. Recruits remotely in many countries, but each posting sets its own location and language requirements, and some roles are open only to residents of named countries. No complete, current country list could be verified.
09 · Questions
Yes. It was launched by and is run by Toloka, an established AI data company. Apply only through mindrift.ai or postings that link to it, and never pay a fee to apply.
Usually, for expert tracks. Postings ask for a relevant degree or equivalent professional experience, and some specialist roles ask for a master's or PhD. Requirements are set per posting, so read the one you are applying to.
Each project sets its rate; postings typically show an 'up to' hourly figure. Contributors report that many projects pay per accepted task, priced against an expected completion time, so real hourly earnings depend on your pace and on work passing review.
Reportedly not, on many projects. Treat it as unpaid time unless the posting says otherwise, and apply only to roles that genuinely match your expertise.
Possibly. At the start of November 2026 Mindrift had postings open to residents of South Africa and of Egypt; Nigeria, Kenya and Ghana were not confirmed. Mindrift sets location and language requirements per posting. Before you start, check the posting's eligibility and confirm a payout method that works in your country.
10 · Sources
Reviewed Oct 29, 2026, though some details could not be confirmed against Mindrift's own pages. Platforms change their terms, pay and country lists often. Check the details on Mindrift's own site before you rely on them. Spotted something out of date? Email us.
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Free to join. Read the guidelines carefully, take the assessment seriously, and keep a second platform active.
Mindrift
Varies