
Expert network · AI-vetted expert marketplace
micro1
micro1 vets and certifies domain experts with its Zara AI recruiter before they touch a task, then matches them to RLHF, annotation, and expert-data work across 30+ languages. Rates are first-party from its own job board.
Platform-stated
Buying AI training data from micro1? micro1 pricing for AI teams
Is micro1 legit?
Researched Nov 2026 · 25 sourcesYes. micro1 is a real, venture-funded company that pays its contractors in US dollars through Deel, twice a month. Passing the AI interview does not guarantee paid work, projects last only as long as the client needs them, and micro1 can end a contract immediately on written notice. It pays $50–$90/hr median post; senior legal and research experts to $400/hr (platform-stated).
Listed in our live directory
CEO Ali Ansari founded micro1 in 2022. It raised $35 million at a $500 million valuation in September 2025, and on October 12, 2026 said it priced a Series B at $4 billion, led by Dream Ventures (over $100 million, per Forbes), and passed a $1 billion annual run rate. Its CEO names Microsoft, AI labs and Fortune 100 firms as clients. AIData.Broker's revenue history for micro1 lists each revenue figure and funding round as it was published, with its source.
micro1 pays in US dollars twice a month through Deel (payroll.micro1.ai): work from the 1st to the 15th is paid around the 20th, and work from the 16th to month-end around the 5th of the next month. You must sign the Deel contract and pass KYC identity checks first, and only hours or tasks the project team approves are paid.
Trustpilot 4.7/5 (11,177 reviews) · Glassdoor 4.5/5 (189 reviews) · Indeed 4.8/5 (262 reviews). Read November 2026.
Worldwide, except the 21 places its page for experts says it cannot hire residents of (Ukraine, Ethiopia, Russia, Belarus, China, Hong Kong, Iran and Venezuela among them; read 8 Nov 2026). Heavy multilingual demand.
Scammers pose as recruiters by text, WhatsApp or Telegram and then ask you to pay, which the FTC calls a sure sign of a scam. micro1 emails only from @micro1.ai, @micro1.io and @micro1.co, takes applications through its Opportunities page (micro1.ai/experts/opportunities) with accounts at talent.micro1.ai (both read 8 Nov 2026), and pays through Deel.
What people praise
- Most Trustpilot reviews rate the AI interview, not paid work, and many call it clear, smooth and professional, with quick replies from staff.
- Senior experts can earn well: CNBC saw a $200-an-hour pay stub, and micro1 confirmed that expert earned nearly $300,000 in 2025, including bonuses.
- Some reviewers who worked on projects say managers were responsive and kept everyone up to date.
What people complain about
- Passing does not mean work: some reviewers report dozens of interviews or many certified skills and still no project.
- The Zara interview can break down: reviewers report answers cut off mid-sentence, fast pacing and questions unrelated to the role.
- Some rejected applicants got no clear reason and suspect the interviews mainly collect AI training data.
- Onboarding and support can be slow: reviewers cite weeks without work or replies after signing a contract and slow email answers, and Trustpilot shows micro1 has not replied to negative reviews.
What has gone wrong
- April 2026. MIT Technology Review reported that micro1 workers who film household chores did not know how their footage would be used, stored or shared, and micro1 declined to say whether it deletes such data. CEO Ali Ansari said people opt in and can stop at any time.
Best for: Experienced professionals (for example lawyers, doctors, engineers or finance experts) who want flexible part-time remote work paid in US dollars and can live with gaps between projects. Not for: Anyone who needs steady, guaranteed income, or who is not comfortable with a recorded 20 to 40 minute AI interview that micro1 may, once de-identified, use to train its own models unless you opt out.
Honest catches
- Pay here is platform-stated, not measured live from a job feed, so treat it as a benchmark rather than a guaranteed rate.
Sources for this review
- micro1: Leverage your expertise to train next-generation AI models (experts page and FAQ)
- micro1 library: FAQs (onboarding, payments, KYC)
- micro1 library: Payroll policy
- micro1 library: Deel (payroll.micro1.ai)
- micro1 library: Understanding your expert agreement
- micro1 library: Introduction (Meet Zara)
- micro1: Candidate Privacy Policy (last updated July 21, 2026; opt-out from AI training, read 8 Nov 2026)
- micro1: Expert support program
- micro1: micro1 raises $35M (Series A announcement)
- micro1 (EIN Presswire): micro1 End of Q3 Update, Series B at a $4 billion valuation and $1 billion annual run rate (Oct 12, 2026)
- TechCrunch: Micro1, a competitor to Scale AI, raises funds at $500M valuation (Sep 12, 2025)
- TechCrunch: AI data startup Micro1 reaches $500M gross run rate amid AI training boom (Aug 20, 2026)
- Antler: Antler backs micro1 in its USD $35 million Series A led by 01A (updated Sep 25, 2026)
- Forbes: This 25-Year-Old Raised Over $100 Million For His AI Data Startup At A $4 Billion Valuation (Sep 22, 2026)
- Los Angeles Times: AI's latest 20-something billionaire got his start at L.A. garage sales (Feb 7, 2026)
- CNBC: 34-year-old entrepreneur earns $200 an hour from side gig training AI models (Dec 19, 2025)
- MIT Technology Review: The gig workers who are training humanoid robots at home (Apr 1, 2026)
- Trustpilot: micro1 reviews
- Trustpilot: micro1 1-star reviews
- Trustpilot: micro1 3-star reviews
- Trustpilot: micro1 5-star reviews
- Glassdoor: Micro1 Reviews
- Indeed: micro1 Careers and Employment
- FTC: That job offer text is probably a scam (Apr 30, 2026)
- FTC: How to spot and avoid task scams (Aug 14, 2025)
Watch: Is micro1 Legit? AI Interview, Pay and What Goes Wrong (Nov 2026)
2:18 · figures as of 3 Nov 2026micro1's own help library, job board and contract terms, and its reviews, read on 3 Nov 2026: how its Zara AI interview and certification work (a talent pool, not a project), what its 301 open roles advertise and on what terms it pays, and what its reviewers say goes wrong.
Is micro1 Legit? AI Interview, Pay and What Goes Wrong (Nov 2026)
What micro1 pays
Platform-stated · as of 2026-11-08Researched rate card, platform-stated, as of 2026-11-08
From ideal_hourly_rate ranges on micro1's own marketplace postings, read in full on 8 Nov 2026 (381 gig posts, 366 stating a rate; its 39 own staff roles excluded): hourly rates run $6 to $400 and the middle post runs $50 to $90 an hour. By field (median low and high ends, with the top post): law $100–$170 (specialist and BigLaw attorneys $140–$400), finance $60–$120 (top $350), research science $50–$90 (top $400), medicine $60–$70 (top $125), applied engineering $63–$122 (top $300), AI/ML engineering $60–$120, software engineering $50–$100 (top $350), generalist $21–$35 (top $140, two paid photo-contributor posts), language and audio $30–$65 (top $70), robotics video annotation $12–$21 (top $50).
| Role | Kind of work | Researched pay |
|---|---|---|
| Attorney (specialist and BigLaw) | Domain Experts | $100–$170/hr typical, to $400 |
| Finance expert | Domain Experts | $60–$120/hr typical, to $350 |
| Research scientist (STEM) | Math & STEM | $50–$90/hr typical, to $400 |
| Medical expert | Domain Experts | $60–$70/hr typical, to $125 |
| Software / AI-ML engineer | Coding | $50–$100/hr typical, to $350 |
| Generalist / data annotation | Data Annotation | $21–$35/hr typical, to $140 |
| Language / audio expert | Multilingual | $30–$65/hr typical, to $70 |
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The work micro1 hires for
Each links to what the work involves, who hires for it, and what it pays across the market.
New to this? Start with the learning guides or compare pay across every platform.
How to get started on micro1
Researched Nov 2026You apply to an open role in micro1's Opportunities Portal, take a spoken, real-time AI interview with Zara (20 to 40 minutes), verify your ID once you meet the certification criteria to join the certified talent pool, and when a project selects you, you sign a Deel contract, complete onboarding and KYC, and are paid in US dollars twice a month.
Who can join
- Real, demonstrable expertise in a field micro1 hires for. Its own examples are engineering, finance, healthcare and medical, legal, economics, linguistics and cinematography, for people from early career to PhDs and industry leaders. micro1 states certification decisions are based on demonstrated knowledge rather than background, location or personal characteristics.
- You must not reside in a place micro1 cannot hire from. Its experts page lists 21 (read 8 Nov 2026): Afghanistan, Belarus, China, Cuba, Democratic Republic of the Congo, Ethiopia, Hong Kong, Iran, Iraq, Libya, Macao, Myanmar, North Korea, Russia, Somalia, South Sudan, Sudan, Syria, Ukraine, Venezuela and Yemen.
- A valid, unexpired passport, driver's license or national ID that you can scan as the original physical document with your device's camera (digital IDs and photos of an ID on another screen are not accepted), plus a selfie. The name on it must match the legal name on your application.
- Your own computer: micro1 does not supply devices, so you work on your own personal laptop. If a task needs specific software, a device or a tool, micro1 says it tells you in advance and gives access at no cost.
- No conflicting employment: in the expert agreement you warrant that you have no prior obligations that conflict with it and that you are not currently employed by a foundational AI model company.
- Third-party report, not published by micro1: a guide at aitrainer.work (updated 1 Oct 2026) says the camera and screen sharing must stay on for the whole interview and that each question is also shown as on-screen text.
Step by step
- 1
Apply to an open role
Apply through micro1's Opportunities Portal (micro1.ai/experts/opportunities). Each role has predefined skill requirements set by micro1's recruiters from the client's needs, and once you apply, Zara's interview questions are tailored to the skills that role requires, so apply to roles that match the skill you know best.
- 2
Take the Zara AI interview
A conversational interview with Zara, available on demand, so you can take it anytime, from anywhere. Expect open-ended technical questions based on your chosen role and scenario-based questions on how you think, solve problems and communicate; technical roles add a coding challenge and annotator roles a human data exercise. At the end you get a real-time result indicating whether you meet micro1's global certification criteria, and you can request feedback if certification is not achieved.
- 3
Verify your ID to get certified
After you meet the minimum certification criteria, micro1 prompts you to complete your profile and validate your ID with a secure third-party provider (micro1 says it never sees or stores your documents). Use an unexpired passport, driver's license or national ID, scan the original with your device's camera and take a selfie. IDs in English or Arabic are typically verified automatically within minutes; IDs in other languages may need a manual review that can take up to 72 hours. Once this is done you receive your micro1 certificate and join the certified talent pool. For help, micro1 lists verification@micro1.ai.
- 4
Certified: eligible, not yet placed
Being certified means you are part of the certified talent pool and eligible for pipeline opportunities: you receive invitations as relevant opportunities become available, and you can also apply directly to open roles in the Opportunities Portal that match your skills. You also get access to the Certified Experts Community.
- 5
Follow your status in the Talent Dashboard
Each application shows a status: Interview pending (the interview is not done yet), Awaiting next steps (micro1 is preparing the next step), Under review (recruiters are reviewing your interview, up to 48 hours), Did not qualify (you can request detailed feedback, and micro1 may still reach out about another role), Hiring manager reviewing (you did well and are in human review, up to 30 days, placement not guaranteed), Hiring on hold, Selected (onboarding steps come by email), Not selected (you did well but were not chosen for this role) Application incomplete (the interview was not completed and the role is now closed) and Not interested (you chose not to go ahead).
- 6
Accept the offer
If you are selected you get an email. Log in to your talent portal, review the offer and accept or decline it. Accepting opens an onboarding checklist that is mostly self-serve, with a tool tip on every step, and you can open a support ticket from the portal if you get stuck.
- 7
Sign your Deel contract and finish onboarding
micro1 sends your contract through Deel, its payroll platform: review and sign it, then complete onboarding and KYC and get set up to be paid through Deel. If you already have a Deel account from a micro1 project, do not sign with a different email: reply to the onboarding email with the one Deel has. Onboarding counts as complete once your profile is 100% complete, and then you can be added to your project. An email from KarmaCheck, micro1's background check partner, is a legitimate and mandatory part of onboarding.
- 8
Pipeline onboarding, then real tasks
After you sign you get invitations to Slack, a micro1 expert email (Google Workspace), the work platform, Hubstaff (time tracking for hourly contracts) and Karma Check. You then review the pipeline instructions, watch any training videos, do sample tasks if required and pass any qualification requirements such as quizzes or test tasks: some pipelines let you start creating tasks straight away, others add a vetting step first. Your work goes through quality review before final approval.
The Zara AI interview
Zara, micro1's AI recruiter, interviews every candidate who applies to a role on the platform, in a structured and standardized interview. Instead of relying only on a resume, it lets you show how you think, communicate and solve real problems in your area of expertise. Each role has predefined skill requirements set by micro1's recruiters from the client's needs, and Zara's questions are tailored to the skills that role requires.
Format
Real time and spoken: Zara asks a series of open-ended questions and you answer out loud, as you would with a human interviewer. The session is recorded so micro1's human recruiters can review the results and match candidates to roles. It lasts 20 to 40 minutes depending on how many skills you are evaluated on; one skill generally takes about 7 minutes. Zara reuses results from interviews completed after July 2025 that met the certification criteria, so it may test only the skills you have not certified yet (a 'Partial interview' badge) or skip the interview entirely (a 'Fast-Track' badge).
How to prepare
- Read the role's skill requirements before you start: Zara's questions are tailored to the skills that role requires.
- Practice answering open-ended questions out loud, the way you would answer a human interviewer: the interview runs in real time.
- Prepare real examples of how you think, communicate and solve problems in your field: that is what the interview is designed to show, beyond your resume.
- Set aside 20 to 40 minutes in a quiet place: one skill takes about 7 minutes, so a role that tests more skills runs longer.
- Check your Talent Dashboard for a 'Fast-Track' or 'Partial interview' badge: skills you certified in an interview after July 2025 are not tested again.
Why people get rejected
- Not meeting micro1's minimum certification criteria in the interview. micro1 does not publish those criteria, but it offers detailed feedback: open the application marked 'Did not qualify' in your Talent Dashboard to request it, and it arrives by email with what went well and what to improve.
Preparing for it? AI interviews: how they work and how to pass one →
micro1 says there is no fixed timeline: each step depends on project needs, hiring timelines and the role's requirements. Its Talent Dashboard guide gives two upper bounds: recruiters' review of your interview ('Under review') can take up to 48 hours, and the hiring manager's review after a strong interview ('Hiring manager reviewing') can take up to 30 days, without a guarantee of placement.
Payments are processed in USD on a bi-monthly basis (twice per month) through Deel, micro1's payroll platform, and KYC verification through Deel must be completed before any payment can be processed. Only one payout structure applies to your project, and your contract names it under 'special clauses': hourly (the tracked hours the project team approves), pay-per-task (each approved task pays your hourly rate times the project's Payout Multiple, whatever time it took, though you may still have to track time) or a flat fee in USD per approved task (incomplete, rejected or unapproved submissions are not paid).
Tips to get accepted
- micro1's own preparation advice: choose one core skill or job type you want to be evaluated on, use its Interview Prep tool to simulate interviews before the real one, and optionally prepare customized questions in advance to better showcase your expertise.
- Rehearse for free: micro1's Interview Prep page lets you pick the position you are interviewing for, take an AI-powered practice interview (listed at 18 minutes) and get feedback on your performance.
- After certification, keep your profile current and certify additional skills you genuinely have: micro1 says this widens the range of AI training opportunities you may be considered for. If you are not matched at once, your profile stays active and you can update your availability at any time.
- Watch for scams: micro1 says its official emails come only from @micro1.ai, @micro1.io or @micro1.co.
- Plan your hours honestly: micro1's FAQ describes the work as part-time with flexible hours in your own time zone and an expected commitment of about 15 to 20 hours a week depending on the client, more if work is available. You can keep a full-time job alongside it.
- Set up Deel carefully: upload every required document and select your correct country of jurisdiction so payment is not delayed. On hourly contracts your Hubstaff hours do not appear in Deel itself; they are exported at the end of each payroll cycle to determine your pay, and each Deel invoice shows your total hours.
What isn't public
- micro1 does not publish its certification criteria, scoring rubric or pass rate.
- micro1 does not explain how the real-time result at the end of the interview relates to the later recruiter review that its dashboard shows as 'Under review' (up to 48 hours).
- micro1's open pages do not publish the interview's device or browser requirements, and its knowledge base at kb.micro1.ai asks for an access code (read 8 Nov 2026). The camera and screen-share detail above is a third-party report.
- micro1's open pages do not say which languages the interview can be taken in.
- There is no published wait between certification and a first project: micro1 says access depends on project requirements and availability.
- micro1 publishes no rate card on its expert pages; it says you see each project's pay rate before you accept it.
- Withdrawal methods, fees and any minimum payout are not listed in micro1's FAQ; they depend on Deel and your country.
- Which pipelines add a qualification quiz or test task, and how it is scored, is not published.
- The list of places micro1 cannot hire from can change; check micro1's experts page before you apply.
Sources (19)
- micro1 for Experts, with FAQ (official)
- micro1 AI interview guide (official)
- micro1 interview questions and what to expect (official)
- micro1 Interview Prep, free practice interviews (official)
- micro1 Expert support program (official)
- micro1 library: Introduction, meet Zara (official)
- micro1 library: Next steps after certification, ID verification (official)
- micro1 library: What it means to be certified (official)
- micro1 library: Talent dashboard statuses (official)
- micro1 library: How onboarding works (official)
- micro1 library: Onboarding FAQs (official)
- micro1 library: What to expect, the pipeline flow (official)
- micro1 library: Deel, payroll.micro1.ai (official)
- micro1 library: Payroll policy (official)
- micro1 library: Understanding your expert agreement (official)
- micro1 library: More FAQs, tax forms (official)
- IRS: Form 1099-NEC and independent contractors
- How micro1's Application Process Works, Start to Finish (Remote Work Union, 19 Jun 2026, third party)
- micro1 AI Interview Guide (aitrainer.work, updated 1 Oct 2026, third party)
From the forum
Ask the people doing micro1 work what only they can tell you.
Frequently asked questions
Is micro1 legit?
Yes. micro1 is a real, venture-funded company that pays its contractors in US dollars through Deel, twice a month. Passing the AI interview does not guarantee paid work, projects last only as long as the client needs them, and micro1 can end a contract immediately on written notice.
Is micro1 a scam?
No. micro1 is a real company. Scammers pose as recruiters by text, WhatsApp or Telegram and then ask you to pay, which the FTC calls a sure sign of a scam. micro1 emails only from @micro1.ai, @micro1.io and @micro1.co, takes applications through its Opportunities page (micro1.ai/experts/opportunities) with accounts at talent.micro1.ai (both read 8 Nov 2026), and pays through Deel.
Does micro1 pay?
Yes. Real VC-funded company with frontier-lab clients. Contributor reviews are positive on onboarding; reputation splits on task volume. Payouts: USD via Deel (bank, PayPal, Wise, Payoneer). Payments are processed in USD on a bi-monthly basis (twice per month) through Deel, micro1's payroll platform, and KYC verification through Deel must be completed before any payment can be processed. Only one payout structure applies to your project, and your contract names it under 'special clauses': hourly (the tracked hours the project team approves), pay-per-task (each approved task pays your hourly rate times the project's Payout Multiple, whatever time it took, though you may still have to track time) or a flat fee in USD per approved task (incomplete, rejected or unapproved submissions are not paid).
How much does micro1 pay?
$50–$90/hr median post; senior legal and research experts to $400/hr. From ideal_hourly_rate ranges on micro1's own marketplace postings, read in full on 8 Nov 2026 (381 gig posts, 366 stating a rate; its 39 own staff roles excluded): hourly rates run $6 to $400 and the middle post runs $50 to $90 an hour. By field (median low and high ends, with the top post): law $100–$170 (specialist and BigLaw attorneys $140–$400), finance $60–$120 (top $350), research science $50–$90 (top $400), medicine $60–$70 (top $125), applied engineering $63–$122 (top $300), AI/ML engineering $60–$120, software engineering $50–$100 (top $350), generalist $21–$35 (top $140, two paid photo-contributor posts), language and audio $30–$65 (top $70), robotics video annotation $12–$21 (top $50).
Is micro1 worth it?
micro1 pays $50–$90/hr median post; senior legal and research experts to $400/hr (platform-stated). It rewards credentialed experts who clear its assessment far more than open generalist work. Worker sentiment: Trustpilot 4.7/5 (11,177 reviews) · Glassdoor 4.5/5 (189 reviews) · Indeed 4.8/5 (262 reviews).
How does micro1 pay out?
USD via Deel (bank, PayPal, Wise, Payoneer).
Where can you work for micro1?
Worldwide, except the 21 places its page for experts says it cannot hire residents of (Ukraine, Ethiopia, Russia, Belarus, China, Hong Kong, Iran and Venezuela among them; read 8 Nov 2026). Heavy multilingual demand.
How do I get accepted onto micro1?
micro1's own four steps are: apply for opportunities, take the AI interview, get onboarded, start earning. You can validate specific skills directly on the platform or apply to open roles on its job portal; once certified, you are eligible for projects that match your verified skills. micro1 combines structured, skill-based assessments with human recruiters who review profiles and match experts to opportunities.
What does the micro1 AI interview ask?
Zara, micro1's AI recruiter, adapts to your background and evaluates how you think, solve problems and communicate. No two candidates get the same questions: each interview mixes technical and conversational prompts tailored to your selected area of expertise and, where it applies, to the skills an open role requires, and the difficulty and scope vary with your field and experience. Zara also asks scenario-based questions, such as how you handled a disagreement with a team member.
How long is the micro1 interview?
Between 20 and 40 minutes, depending on how many skills you are evaluated on; one skill generally takes around 7 minutes (micro1 library, read 8 Nov 2026). If you already certified some of the role's skills in an interview after July 2025, Zara may skip them.
Why do people get rejected by micro1?
micro1 does not publish rejection reasons. A third-party guide (Remote Work Union, 19 Jun 2026) lists the common mistakes as applying without reading a role's skill requirements, a vague resume that proves no specific ability, treating Zara's interview casually, answers that sound confident but show no reasoning, and applying once and then waiting.
Does passing the interview guarantee paid work?
No. micro1 says certification verifies your expertise and makes you eligible for AI training opportunities, but does not guarantee immediate placement: access depends on project requirements and availability. Your profile stays active, and if you are selected for a project you get an email with next steps and onboarding details.
When exactly do I get paid?
micro1 runs a semi-monthly payroll: work done from the 1st to the 15th is paid around the 20th, and work from the 16th to the end of the month around the 5th of the next month. Approvals typically happen around the 3rd and 18th, funds arrive in payroll.micro1.ai around the 5th or 20th, and payroll runs on Pacific time. US-based contractors can wait 1 extra business day, and a payday on a weekend or US bank holiday moves to the next business day.
Do I see the pay before I commit, and can I say no?
Yes. Under micro1's 'Human 1st' principles you see the pay rate before accepting a project, get written scope before you start, are paid on a fixed schedule twice a month, can decline a project without penalty or impact on future opportunities, and can appeal a decision on pay, status or a rejection. From 1 Oct 2026, experts who earn pay in at least 4 payout cycles in a quarter also get a quarterly 'rest credit' cash bonus of about 1% (minimum $75), paid automatically with regular pay.
Am I an employee of micro1?
No. The expert agreement engages you as an independent contractor, so you are responsible for your own taxes, social security contributions, insurance and benefits, and you provide your own equipment unless a Statement of Work says otherwise. Disputes go to binding arbitration administered by JAMS, and you can end the agreement or a Statement of Work without cause with at least 5 business days' written notice.
Where do I find my tax form?
If a tax form is issued to you, it is in your Deel contractor account: Finance, then Tax Forms (in some layouts, Profile icon, then Documents, then Tax Forms), where you look for Form 1099-NEC for the relevant tax year and download the PDF.
When is a Form 1099-NEC required in the US?
The IRS says a business reports payments for services to a person who is not its employee on Form 1099-NEC when they total $2,000 or more in the calendar year, for payments made after 31 December 2025 (the threshold was $600 before).
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