Home/Open roles/Linguists & translators

35 live listings · updated Sep 25, 2026

AI training work for translators, linguists and bilingual speakers

Models are strongest in English and noticeably weaker everywhere else. Native and near-native speakers get paid to find where the output is wrong, unnatural, or culturally off.

1 posted in the last week1,808 hired this month
Live pay data
$150/hr top rate
Median starting rate$48/hr
Open listings35
Hired this month1,808
Example open role
Voice Actor: CX Agent Voice Cloning (Swiss German)
Pay$50 - $150 / hourWhereSwitzerland
35Open roles right now
$150Top hourly rate listed
$48Median starting rate
1,808Hired 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.

Judging translation quality

You assess whether a translation is accurate, natural and appropriate in register — and mark the difference between a technically correct rendering and one a native speaker would actually write.

Transcription and audio annotation

Transcribing speech in your language, marking accent and dialect, and flagging where a speech model has misheard. Consistent volume across a wide range of languages.

Cultural and contextual review

Catching output that is grammatically fine but culturally wrong: idioms that do not transfer, register that is too formal or too casual, references that make no sense locally.

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 on34 hourly listings open today.

Under $50/hr18 roles
$50 – $79/hr16 roles
$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:

  • Native speakers of any language other than English, with strong English comprehension
  • Professional translators and interpreters
  • Linguists and language researchers
  • Transcriptionists and subtitlers
  • Bilingual writers and editors
  • Language teachers and examiners
  • Speakers of regional and lower-resource languages, who are often in short supply

Honest caveats

What to know first

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

  • Rates in this field are the lowest on the board and well below the specialist tracks. It is genuine work at genuine pay, not a route to the headline numbers.
  • Pay is often tiered by country, so the same task can pay differently depending on where you live.
  • Transcription and annotation work can be repetitive. It is steady rather than interesting.
  • Lower-resource languages pay better precisely because few people can do them — if you speak one, say so prominently.

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

Name the variety, not just the language

Brazilian versus European Portuguese, Mexican versus Peninsular Spanish, Cantonese versus Mandarin. Projects are scoped to a variety and matching on it is what gets you selected.

02

Native fluency is the credential

This is the most accessible field on the board. A professional translation qualification helps for the higher-rate work, but native fluency plus care is often the whole requirement.

03

Mention your domain, if you have one

Medical, legal or technical translation experience unlocks specialised projects that pay meaningfully more than general language work.

Open now

Languages roles open today

Bilingual writing, translation, and native-speaker evaluation. Refreshed Sep 25, 2026.

See all 35 languages roles

FAQ

Questions people ask

Do I need a translation qualification?

Usually not. Most listings ask for native or near-native fluency and careful work. A professional qualification helps for higher-rate specialist and certified translation projects.

How much does language AI training work pay?

Live rates for language listings are shown above, from the platform. This field pays less than the credentialed specialist fields; the board shows the real numbers rather than the headline ones.

Which languages are most in demand?

Major world languages carry steady volume — Spanish, Portuguese, Hindi, Arabic, Japanese, Mandarin, French, German. Indian regional languages and lower-resource languages appear regularly and often pay better relative to the pool.

Can I do this from any country?

This field has the widest international eligibility on the board. Pay is sometimes tiered by country of residence, which the listing will state.

Is machine translation post-editing the same thing?

It overlaps. Some projects are recognisably post-editing; others are evaluation and preference judgements that generate training signal rather than a deliverable translation.

Do I need special equipment for transcription?

A decent headset and a quiet room. Some audio projects specify a microphone standard, which the listing states before you commit.

How much work is actually available?

It varies sharply by language. Major languages have consistent volume; smaller ones come in bursts when a lab expands coverage. Being on more than one platform matters more in this field than most.

Which platform is best for language work?

Outlier and DataAnnotation carry the most volume with the widest country eligibility. Mercor lists higher-rate specialist bilingual roles less frequently.

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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.