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Expert network · Credentialed US talent

Handshake AI

Handshake AI recruits credentialed, degree-holding US talent (PhDs, postdocs, licensed professionals) for high-end AI-training work, leaning on its university network; it checks identity through Persona with a government ID and a selfie (its help center, read 29 Oct 2026). It scaled fast through 2026 (its AI page states $500M+ paid out and 188k+ fellows, read 8 Nov 2026; its red-teamer postings say it pays about $60M a month to more than 30,000 people) and moved up-market with its late-January 2026 acqui-hire of Cleanlab, the data-quality lab behind Confident Learning. Its live board carries structured, high hourly pay.

$15–$150/hr; physicians and surgeons to $300/hr

Platform-stated

Buying AI training data from Handshake AI? Handshake AI pricing for AI teams

Is Handshake AI legit?

Researched Nov 2026 · 19 sources

Mostly. Handshake AI is the real AI-training program of Handshake, the US careers network, and it pays weekly through Stripe, but workers report pay withheld after sudden account removals. If Handshake decides you broke a rule (outside AI tools, inflated task times, working abroad, credential mismatches), it can remove you and refuse pay for that work. You can now appeal, but reviewers say appeals hide what was flagged. It pays $15–$150/hr; physicians and surgeons to $300/hr (platform-stated).

Listed in our live directory

Who is behind it

Handshake, the careers network Garrett Lord (CEO) co-founded in 2014, launched Handshake AI in January 2025. Its AI page states $500M+ paid out and 188,000+ fellows (read 8 Nov 2026), and its September 2026 postings say it pays about $60 million a month to over 30,000 people. TechCrunch reported in January 2026 that it supplies eight top AI labs, including OpenAI, and had hired the Cleanlab team.

Getting paid

Pay for each Monday-to-Sunday week (Pacific time) is sent through Stripe by Wednesday afternoon and can take 48 hours more to reach you. Hourly work is paid only up to each task's time cap, per-task work only as a task clears review, and optional meetings and most onboarding are unpaid. A new pay dashboard shows each adjustment and why.

Worker ratings

Trustpilot 1.7/5 (32 reviews). Read November 2026.

Who can join

Primarily US-based with valid work authorization (F-1 students may qualify); some international SWE roles.

Fake Handshake AI recruiters

Handshake warns of fake recruiters using look-alike domains (joinhandhsake.com, joinhandshake.net, joinhandshake-careers.com), Gmail addresses, Google Forms asking for your password or code, or WhatsApp. Real email ends in joinhandshake.com, it texts only people who opted in, it never uses WhatsApp, and ID, tax and bank details go only through Persona, TaxBandits and Stripe.

What people praise

  • A July 2026 Trustpilot reviewer praised how effortlessly payments are made and the interface.
  • Fellows quoted on Handshake's own site praise flexible hours and rates posted upfront that do not change (Handshake chose these quotes).

What people complain about

  • Workers say accounts or projects were ended over alleged rule breaks such as AI use (the latest in October 2026), with pay withheld and appeals that never showed what was flagged.
  • Some say real pay fell below the posted rate because assessments are unpaid and a new time tracker cut logged hours, in one case in half (May 2026).
  • Some finish sign-up, ID checks and unpaid training or assessments, then get no project.
  • Support is described as slow, and appeal replies as vague about what was flagged.

What has gone wrong

  • March 2026. Business Insider reported on 4 March 2026 that five contractors on OpenAI projects had their Handshake accounts suspended without warning between late December and January, and four were not paid for completed work. Handshake cited credential discrepancies, task times far above benchmarks or working outside the US, and told one there was no appeal process.
  • July 2026. On 20 July 2026 Sean Boggs filed a proposed class action in federal court in San Francisco saying Handshake misclassifies AI trainers as contractors and owes them minimum wages and overtime. On 22 October 2026 the court paused the case for a mediation set for 4 February 2027; Handshake kept its right to seek arbitration. The case is unresolved.
Who it suits

Best for: US-based students, graduates and professionals with a degree or specialist field and US work authorization who want hourly remote AI work and can wait for a project match. Not for: Anyone outside the US (international work is invite-only), on STEM OPT, J-1 or H-1B, or who needs income they can count on if a project pauses or an account is flagged.

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
  • Handshake: About us (founded 2014, leadership)
  • Stripe: Handshake AI customer story (launch January 2025, Wednesday payouts)
  • University of Washington ECE Advising Blog: Handshake Model Validation Expert (MOVE) fellowship (June 25, 2025)
  • Handshake AI Fellowship page ($500M+ payouts, 188k+ fellows, eligibility; read November 8, 2026)
  • TechCrunch: AI data labeler Handshake buys Cleanlab (January 28, 2026)
  • Handshake on Ashby: AI Red Teamer, Cybersecurity posting ('$0 to approximately $1 billion in run rate', 'approximately $60 million to more than 30,000 individuals every month'; published September 5, 2026, read November 8, 2026)
  • Handshake AI Help Center: Payments processing
  • Handshake AI Help Center: The Handshake AI pay dashboard and how pay works (rolling out from October 14, 2026)
  • Handshake AI Help Center: Pay models (hourly, per task, hybrid, progressive per task; read November 8, 2026)
  • Handshake AI Help Center: Earning on Handshake AI (eligible earnings)
  • Handshake AI Help Center: Getting started and staying safe
  • Handshake AI Help Center: Recognizing legitimate vs. fraudulent communications
  • Handshake AI Help Center: Project Removal (request an appeal)
  • Trustpilot: Handshake reviews (joinhandshake.com; 1.7/5 from 32 reviews, read November 8, 2026)
  • Business Insider (via AOL): Some contractors who worked on OpenAI projects say Handshake AI is withholding thousands of dollars in pay (March 4, 2026)
  • CourtListener: Boggs v. Stryder Corp., 3:26-cv-07498 (N.D. Cal.) docket (no entry after the 22 October stay, read November 8, 2026)
  • Boggs v. Stryder Corp.: class action complaint (July 20, 2026, PDF)
  • Boggs v. Stryder Corp.: stipulation and order staying the case pending mediation on February 4, 2027 (October 22, 2026, PDF)
  • FTC Consumer Alert: That job offer text is probably a scam (April 30, 2026)

Watch: Is Handshake AI Legit? What It Pays and What Goes Wrong (Nov 2026)

1:58 · figures as of 2 Nov 2026

Handshake's own AI page and help center, TechCrunch, Business Insider and a federal class action, read on 2 Nov 2026: what it pays, who can join, when it does not pay, and what happened to suspended contractors.

Is Handshake AI Legit? What It Pays and What Goes Wrong (Nov 2026)

What Handshake AI pays

Platform-stated · as of 2026-11-08
$15–$150/hr; physicians and surgeons to $300/hr

Researched rate card, platform-stated, as of 2026-11-08

Each AI Fellowship project states its hourly rate on its public job page, mostly as a top rate ('up to', depending on the project). On 2026-11-08 its 192 live projects (a project whose job page Handshake took down is left out: 59 of the 260 project pages) ran from up to $15/hr (AI evaluation in Canada and Indonesia, and an everyday-tasks video contributor in the US) to up to $300/hr (radiologists, a facial trauma surgeon and a medical professional role), with a median top rate of $80/hr ($85/hr on the 152 US projects); 27 projects top out above $125/hr, among them physicians at up to $180, an engineering lead at $195, and software engineers, finance, legal and quant roles at $150. Entry AI evaluation work in the US starts at up to $17/hr. The AI red teamer roles on its Ashby board pay $32-$158/hr (three postings, 2026-11-08). Handshake states $500M+ in payouts (its AI page, read 2026-11-08).

RoleResearched pay
AI Trainer (creative & engineering)up to $125–$195/hr
Expert AI Trainer (STEM / professional)up to $75–$150/hr
Physician, radiologist or neurologistup to $180–$300/hr
Generalist AI Trainerup to $15–$40/hr
Software Engineer – AI Trainer (India)up to $60/hr

See how researched rate cards are compiled and graded.

Live Handshake AI roles

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The work Handshake AI 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 Handshake AI

Researched Nov 2026

Sign up at joinhandshake.com/ai with a Handshake account, verify your phone, confirm US work authorization, add your expertise and a PDF resume and accept the agreements, then wait to be invited to a project; once selected, verify your ID, set up tax details and Stripe payouts, finish the project's onboarding and any assessment, and log paid hours that are paid out weekly.

Who can join

  • Be based in the US: Handshake's AI page says you must be (read 8 Nov 2026).
  • Be at least 18 (or the age of majority where you live, if that is higher). There is no parental-consent option.
  • A US Social Security Number or ITIN, plus a work authorization Handshake supports: US citizens, green-card holders, F-1 students on CPT or OPT approved by their DSO, and H-4 (with EAD), L-2, DACA, refugee, asylum and TPS holders. STEM OPT, J-1, H-1B, TN and H-4 without EAD are not supported, because fellows are contractors, not employees.
  • Outside the US, participation is currently invite-only.
  • Be a current student or graduate (bachelor's, master's or doctoral) or a professional. No AI experience is needed, but some projects require subject-matter experts.
  • A government photo ID (driver's license, state ID, passport or green card) and a phone or tablet with a camera for the Persona ID and selfie check.
  • Work only from inside the US and its territories: working abroad needs written approval in advance, and VPNs, proxies and remote-desktop tools are not allowed.
  • Some projects also require a background check (legal name, date of birth, SSN, address), run by Yardstik in the US or Checkr elsewhere; results usually take about 7 days.

Step by step

  1. 1

    Sign up

    Go to joinhandshake.com/ai and click Sign up now. Log in with an existing Handshake account or create one; you can connect your school or skip that step. If you are already logged in to Handshake, click AI Work in the left-hand menu instead.

  2. 2

    Verify your phone and work authorization

    Enter the one-time code sent to your phone, then answer whether you are legally authorized to work in the US and whether you need CPT, OPT or H-1B sponsorship.

  3. 3

    Add your expertise and resume

    Describe your experience and background, upload your resume as a PDF (up to 50 MB), and accept the Terms of Service, Privacy Policy and Contractor Agreement. After that there is nothing else to do while you wait for a match.

  4. 4

    Wait to be matched

    Handshake reviews applications on a rolling basis and matches fellows to projects by background and partner demand. An application does not guarantee a project, and not hearing back does not necessarily mean you were declined.

  5. 5

    Answer a project invitation

    A matching project arrives as an email asking if you want to express interest. It lists the work, estimated length, time commitment and pay; some projects ask for a slide deck, portfolio or work samples. Selected fellows get a confirmation email.

  6. 6

    Verify your identity

    Upload a government photo ID and take a selfie through Persona, using a phone or tablet camera. It is a one-time step required before your first project; in some cases you can do it right after applying.

  7. 7

    Set up taxes and payouts

    Enter tax details through Handshake's tax partner (a W-9 for US persons, a W-8BEN otherwise), then finish your payout method in Stripe. You can start this before you are invited to a project.

  8. 8

    Onboard, train and pass any assessment

    Complete the project's onboarding steps and training in your project workspace. Many projects include an assessment, and in most cases a failed one cannot be retaken.

  9. 9

    Work and get paid weekly

    Log time only while actively working on a task, within its time cap. Pay for each Monday-to-Sunday week is sent by Wednesday afternoon.

Project assessment (per project, after an invitation)

Handshake has no single entry test. After you are invited to a project, its onboarding often includes an assessment set for that project and partner lab. Failing it ends onboarding for that project only: your profile stays active for other projects. Projects can also add new assessments later to re-check quality.

Format

Varies by project: a knowledge quiz on the onboarding training, a practice task or sample submission reviewed by Handshake's team, or a written or skills-based test in your field. Format, length and passing criteria are set per project, and results can take time to process.

How to prepare

  • Finish every training module and onboarding document before you start: Handshake says the onboarding materials are the best preparation, because assessments reflect the real project work.
  • Set aside uninterrupted time and do not rush.
  • Follow every instruction exactly; each project has its own standards.
  • If the assessment will not load, errors on submission or locks you out, contact Support instead of restarting or resubmitting, which can affect your result.
  • Write everything yourself: Handshake bans ChatGPT and other AI tools, including AI grammar tools, unless it authorizes them in writing, and you must keep drafts and notes for 90 days.

Why people get rejected

  • Missing the project's minimum score or quality bar; retakes are usually considered only for a documented error or technical issue.
  • A work authorization Handshake does not support (for example STEM OPT, J-1 or H-1B), or no SSN or ITIN yet.
  • Suspected use of AI tools: the work is rejected unpaid and you can be removed from the project or the program.
  • Credential discrepancies, task times far above benchmarks or working from outside the US: the reasons Handshake gave contractors whose accounts it closed, per Business Insider (March 2026).
  • A background check that does not meet a project's requirements (Yardstik first sends a notice giving at least 7 days to dispute it).
  • Not a rejection: no invitation often just means no current project matches your background.
How long it takes

Handshake publishes no timeline. It reviews applications on a rolling basis, and timelines for project invitations vary because each project is different; some projects add evaluations, training exercises or portfolio reviews before selection. Handshake says not hearing back right away does not necessarily mean you were declined.

When you get paid

Handshake sends pay for each Monday-to-Sunday week (Pacific time) to its payout partners by Wednesday afternoon, and it can take about 48 hours more to be ready to withdraw. If expected pay is missing by Friday noon Pacific, you can contact support or file a pay dispute form. Some projects use a different schedule, stated in their Project Terms. You are responsible for taxes on your own income.

Tips to get accepted

  • Keep your details identical everywhere: Handshake's help center says a mismatched name, an active VPN or a screenshot instead of a live photo is each enough to pause your access to work, so use your full legal name, your real country and location, and the same email across your profile and identity verification.
  • Complete your profile fully and finish any required assessments: Handshake calls this the most important step to become eligible for project invitations.
  • Keep submitting interest forms for matching opportunities in the Opportunities section of your dashboard to stay active in matching.
  • Check a project's pay model before you take it: hourly projects pay only up to each task's time cap, per-task projects pay only when a task reaches Ready to Deliver after review, hybrid projects pay both, and progressive per-task projects pay in stages from submission to Ready to Deliver.
  • Check each pay week on the pay dashboard (rolling out in phases since 14 October 2026): it lists base pay, incentives and every adjustment with its reason, such as time over the task or weekly cap or time that could not be matched to your recorded work. A week that ends below zero is deducted from your next payout.
  • Keep your bank details current: a returned payment is retried in the next pay cycle once you update them, and changing your payout method now requires a new selfie check.
  • If you are not a US tax resident, Handshake withholds 30% US tax from your pay unless you have certified with it that you work outside the US.
  • Read the Project Terms before onboarding: onboarding is paid only if they say so, and optional meetings, Slack time and time lost to technical problems are not paid.
  • Engage quickly once tasks open: availability changes fast, and fellows who stay inactive for long stretches while tasks are available may have project access reassigned.
  • On F-1 CPT or OPT, do not accept an invitation or sign a project contract until your DSO or USCIS has approved it; Handshake provides a DSO offer letter only once you are invited to an eligible project.
  • Only trust email from addresses ending in joinhandshake.com, and never share passwords or codes through a Google Form, WhatsApp or a text.

What isn't public

  • Handshake publishes no acceptance rate and no typical wait from application to first project; it says only that projects launch on a rolling basis according to partner demand.
  • Assessment formats, lengths and pass marks are set per project and are not published.
  • Handshake's help center contradicts itself on visas: its program overview names J-1 and H-1B as examples of valid authorization, while its work-authorization article lists both as unsupported. This guide follows the work-authorization article.
  • Whether onboarding, training and assessments are paid varies by project and is stated only in each project's terms, which you see after an invitation.
  • Handshake does not publish how it detects AI use or time-log problems, or how often fellows are removed or win an appeal (its help center now lets removed fellows request one); the removal reasons reported in the press come from affected contractors.
  • Handshake does not publish which countries outside the US are open by invitation, although its opportunity pages (read 8 Nov 2026) name roles based in countries such as Canada, Mexico, Brazil, India, Germany and Japan.
Sources (22)
  • Handshake AI Fellowship page (eligibility, payouts, fellows; read November 8, 2026)
  • Handshake AI Help Center: Introduction to the Handshake AI program
  • Handshake AI Help Center: Age requirement
  • Handshake AI Help Center: Fellowship work authorization eligibility
  • Handshake AI Help Center: Apply to the Handshake AI Fellowship
  • Handshake AI Help Center: Next steps after applying
  • Handshake AI Help Center: From application to first project
  • Handshake AI Help Center: Identity verification
  • Handshake AI Help Center: Getting Verified and Staying in Good Standing (read November 8, 2026)
  • Handshake AI Help Center: Background check process
  • Handshake AI Help Center: Stripe setup
  • Handshake AI Help Center: Assessments
  • Handshake AI Help Center: Projects
  • Handshake AI Help Center: Working from outside the United States
  • Handshake AI Help Center: Pay models (four pay types; read November 8, 2026)
  • Handshake AI Help Center: Earning on Handshake AI
  • Handshake AI Help Center: Payments processing
  • Handshake AI Help Center: The Handshake AI pay dashboard and how pay works (rolling out from October 14, 2026)
  • Handshake AI Help Center: Tax withholding for non-US tax residents
  • Handshake AI Help Center: Original work and prohibition on usage of LLMs
  • Handshake AI Help Center: Recognizing legitimate vs. fraudulent communications
  • Business Insider (via AOL): Some contractors who worked on OpenAI projects say Handshake AI is withholding thousands of dollars in pay (March 4, 2026)

From the forum

Ask the people doing Handshake AI work what only they can tell you.

Ask about Handshake AI

Frequently asked questions

Is Handshake AI legit?

Mostly. Handshake AI is the real AI-training program of Handshake, the US careers network, and it pays weekly through Stripe, but workers report pay withheld after sudden account removals. If Handshake decides you broke a rule (outside AI tools, inflated task times, working abroad, credential mismatches), it can remove you and refuse pay for that work. You can now appeal, but reviewers say appeals hide what was flagged.

Is Handshake AI a scam?

No. Handshake AI is a real company. Handshake warns of fake recruiters using look-alike domains (joinhandhsake.com, joinhandshake.net, joinhandshake-careers.com), Gmail addresses, Google Forms asking for your password or code, or WhatsApp. Real email ends in joinhandshake.com, it texts only people who opted in, it never uses WhatsApp, and ID, tax and bank details go only through Persona, TaxBandits and Stripe.

Does Handshake AI pay?

Yes. Real company (Handshake, 12+ years) with the highest posted rates here, but a documented 2026 payment dispute: Business Insider reported five contractors on OpenAI projects whose accounts were suspended without warning, four of whom were not paid for completed work (Handshake cited contract violations making them ineligible for payment), plus two lawsuits over withheld pay and many similar accounts on Reddit. Treat the posted rate as a ceiling, keep your own records of hours, and read the eligibility terms before starting (Business Insider, 2026). Payouts: Weekly through Stripe (set up in Handshake AI): Handshake sends each Monday-to-Sunday week's pay to its pay partners by Wednesday afternoon; a W-9 or W-8BEN is required (Handshake AI support, read 2026-10-14). Handshake sends pay for each Monday-to-Sunday week (Pacific time) to its payout partners by Wednesday afternoon, and it can take about 48 hours more to be ready to withdraw. If expected pay is missing by Friday noon Pacific, you can contact support or file a pay dispute form. Some projects use a different schedule, stated in their Project Terms. You are responsible for taxes on your own income.

How much does Handshake AI pay?

$15–$150/hr; physicians and surgeons to $300/hr. Each AI Fellowship project states its hourly rate on its public job page, mostly as a top rate ('up to', depending on the project). On 2026-11-08 its 192 live projects (a project whose job page Handshake took down is left out: 59 of the 260 project pages) ran from up to $15/hr (AI evaluation in Canada and Indonesia, and an everyday-tasks video contributor in the US) to up to $300/hr (radiologists, a facial trauma surgeon and a medical professional role), with a median top rate of $80/hr ($85/hr on the 152 US projects); 27 projects top out above $125/hr, among them physicians at up to $180, an engineering lead at $195, and software engineers, finance, legal and quant roles at $150. Entry AI evaluation work in the US starts at up to $17/hr. The AI red teamer roles on its Ashby board pay $32-$158/hr (three postings, 2026-11-08). Handshake states $500M+ in payouts (its AI page, read 2026-11-08).

Is Handshake AI worth it?

Handshake AI pays $15–$150/hr; physicians and surgeons to $300/hr (platform-stated). It rewards credentialed experts who clear its assessment far more than open generalist work. Worker sentiment: Trustpilot 1.7/5 (32 reviews).

How does Handshake AI pay out?

Weekly through Stripe (set up in Handshake AI): Handshake sends each Monday-to-Sunday week's pay to its pay partners by Wednesday afternoon; a W-9 or W-8BEN is required (Handshake AI support, read 2026-10-14).

Where can you work for Handshake AI?

Primarily US-based with valid work authorization (F-1 students may qualify); some international SWE roles.

How do I get accepted on Handshake AI?

Sign up at joinhandshake.com/ai, verify your phone, confirm your US work authorization, add your expertise and a PDF resume, and accept the agreements. Handshake then matches applicants to projects by background and demand; an invitation leads to ID verification, payout setup, project onboarding and often an assessment.

Can I join Handshake AI from outside the US?

Only by invitation. Handshake requires a US SSN or ITIN and a supported US work authorization, and says participation for international fellows is currently invite-only.

Does Handshake AI have a test?

Not one entry test. Many projects include an assessment during onboarding: a quiz on the training, a practice task, or a written or skills test. Retakes are usually not offered, but failing one project's assessment does not remove you from the fellowship.

How long does Handshake AI take to respond?

Handshake publishes no timeline. It reviews applications on a rolling basis and reaches out only if your background matches an active or upcoming project, and it says not hearing back right away does not necessarily mean you were declined.

How and when does Handshake AI pay?

Weekly, through Stripe: pay for each Monday-to-Sunday week is sent by Wednesday afternoon (Pacific time) and can take about 48 hours more to be ready to withdraw. You complete a W-8 or W-9 tax form and handle your own taxes.

Can I use ChatGPT on Handshake AI tasks?

No. Handshake prohibits LLMs and other AI tools, including AI grammar tools, for work product unless it authorizes them in writing. Suspected use suspends pay for that work; if Handshake concludes an LLM was used, the work is not paid and you can be removed from the program.

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Handshake AI compared, head to head

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