Home/Open roles/Generalists

9 live listings · updated Sep 25, 2026

AI training work with no specialist credential

A good portion of this work needs careful reading and clear writing rather than a credential. It pays less than the specialist tracks and it is the most accessible way in.

0 posted in the last week77 hired this month
Live pay data
$70/hr top rate
Median starting rate$30/hr
Open listings9
Hired this month77
Example open role
Generalist Expert
Pay$40 - $70 / hourWhereRemote
9Open roles right now
$70Top hourly rate listed
$30Median starting rate
77Hired this month

The work

What you would actually be doing

Not data entry, and not a job. It is expert review, done through a web dashboard, paid by the hour for the hours you log.

Choosing the better response

You see two model answers and pick the better one, then explain why. The explanation is the product — a preference with no reasoning attached is worth very little.

Fact-checking and correcting

Verifying claims, catching invented details, and rewriting output so it is accurate and readable without losing what was asked for.

Writing prompts and rubrics

Authoring the questions used to test models, and the criteria used to grade them. Careful, structured thinking matters more here than subject expertise.

Pay

What these roles pay

Every figure here is read from the platform's own listing. Where a listing shows no rate, it is not counted rather than estimated. Based on9 hourly listings open today.

Under $50/hr8 roles
$50 – $79/hr1 role
$80 – $119/hr0 roles
$120 – $179/hr0 roles
$180/hr and up0 roles

Rates are the starting figure on each listing. The top of a range usually goes to the most senior applicants, and some listings pay per task or per project instead — the board marks which.

Eligibility

Who qualifies

Platforms verify credentials, so apply where you genuinely fit. This is who these listings are written for:

  • Anyone who writes clearly and reads carefully
  • Writers, editors and journalists
  • Teachers and tutors
  • Students and recent graduates
  • Career changers and people returning to work
  • Detail-oriented people from any professional background
  • No degree is required by most listings in this category

Honest caveats

What to know first

The parts people find out after they have already spent an evening on an assessment:

  • This is the lowest-paid category on the board, though still well above typical gig work.
  • Assessments have a genuinely low acceptance rate and several platforms allow only one attempt.
  • Work volume fluctuates. Slow weeks are normal and stacking platforms is how people smooth them.
  • The work is real cognitive effort. It is not passive income and it does not scale by doing it faster.

Getting accepted

How to position your background

The screening is the whole gate. These are the things that decide whether a strong applicant gets matched to a project.

01

The assessment is the whole gate

There is no credential to check, so the written assessment carries all the weight. Most people who fail rushed it. Set aside a quiet hour and treat it as the interview it is.

02

Explain, do not just judge

Every task wants your reasoning. "Response B is better because it answers the actual question and does not invent a citation" is what they are paying for.

03

Any specialism is worth naming

A hobby, a former career, a language, a technical interest — these route you to better-paid tracks even without a formal credential.

Open now

Generalist roles open today

Evaluation and annotation work with no specialist credential required. Refreshed Sep 25, 2026.

FAQ

Questions people ask

Do I need a degree?

For most generalist listings, no. The assessment decides. Some higher-rate tracks within this category do ask for a degree, which the listing states.

How much does generalist AI training work pay?

Live rates for generalist listings are shown above, from the platform. It sits below the credentialed specialist fields and above most freelance and gig platforms.

How hard is the assessment?

Harder than people expect. It typically takes one to three hours, is unpaid, and has a low acceptance rate. It tests careful reading and clear written reasoning. Most failures are people who rushed rather than people who could not do it.

Can I retake it if I fail?

Usually not — several platforms allow one attempt only. That is the main reason to do it when you are rested rather than at the end of a long day.

Is this a scam?

The platforms listed on this site are legitimate and pay. The scams are imposters using their names on Telegram, WhatsApp and LinkedIn. The rule that catches all of them: money only ever flows to you. Any fee, equipment purchase or cheque to deposit means it is fake.

How many hours can I work?

Most projects cap weekly hours and available work varies week to week. Realistically it is part-time income rather than a full-time replacement.

Do I need any particular equipment?

A computer and a reliable internet connection. Some platforms use time-tracking software during logged hours, which is worth knowing before you start.

Which platform should I start with?

DataAnnotation has the lowest barrier and pays well for the category if you clear the assessment. Outlier has the most volume and the widest country eligibility. Applying to both is the usual approach.

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Anish T.

Anish T.

Software engineer · builds and maintains GetAIGigs

Hey — I'm a backend and data engineer. Most of my career has been spent in big tech on systems that collect, clean and serve data, and a while back I started taking AI-training contracts myself because the work actually fit around a full-time job. Then I spent months working out which platforms were real, which paid what, and which were quietly wasting my evenings.

Independent — not affiliated with any platformListings refreshed dailyNo pay data is edited or estimated

How I make money, stated plainly: other than my goal of helping people find this work, the referrals make me money. If you sign up through one of my links and get hired, the platform pays me a referral fee out of its own pocket. It does not come out of your pay, it does not change your rate, and it does not change your odds of being accepted.