iince

Freelancer category

Data trainers who make AI answers more accurate.

Rating answers, labelling text and images, checking transcripts — the human judgment that trains accurate, safer AI. Every data trainer in the iince pool has done real annotation work to written guidelines, not just a tutorial.

Work
Rating, labelling, relevance, transcripts
Shortlist
Usually within 48 hours
Fee
Once, only if you hire
Example shortlist3 people

Text annotation and answer rating, LLM project

16–22 $/h · start this week · English and Spanish

RA

AI data rater

3 yrs · Manila · 14–18 $/h · free now

Answer ratingRLHFEN / TL

Why: Careful with guidelines and edge cases; keeps a high quality score across long projects.

NK

Data annotator

2 yrs · Nairobi · 12–16 $/h · part-time

Image labellingBounding boxesEN / SW

Why: Fast, consistent bounding boxes and segmentation; asks good questions when the spec is unclear.

DV

Relevance & transcription reviewer

4 yrs · Bogotá · 15–20 $/h · free from Monday

Search relevanceTranscript QAES / EN

Why: Strong at relevance rating and catching transcription errors; works well with changing guidelines.

Example of the format. Real shortlists include portfolio links and current availability.

Open right now

Openings for ai data trainers

All openings

Audio Transcription Reviewer — English, Remote Speech-AI Project

AI data trainers · Remote · India or Philippines · Per project · English · USD 20–37 per hour

Remote freelance pilot reviewing short English audio clips: verify word-level segments, correct timestamps and transcription, and flag unusable clips to build training data for speech AI. Around 30 hours per week.

Maps Relevance Rater — English, Remote (US)

AI data trainers · Remote · United States · Per project · English · USD 20.30 per hour · approx. 8–10 hours/week

Remote freelance rating project for US-based raters: review personalized map and location suggestions tied to your own activity and rate how relevant and useful they are. Around 8–10 hours per week, USD 20.30/hr.

Search Quality Rater — English, Remote Part-Time (US)

AI data trainers · Remote · United States (selected states) · Part-time · English · USD 23–38 per hour

Remote part-time role for US-based English speakers: review search results, judge how helpful and relevant they are, and answer quality questions to help improve search. Set your own schedule, 10–29 hours per week.

The work

What they take off your plate

  • Rating and ranking AI answers against written guidelines

  • Labelling and annotating text, image, audio, and video data

  • Search and maps relevance rating, and query-result judgments

  • Prompt writing and review, speech recording, and transcript checking

Vetting for this role

What we check before we shortlist a ai data trainers.

General vetting isn't enough. These are the checks specific to this role, on top of the skill tests every applicant takes.

  • A real sample task

    We give a short labelling or rating task to written guidelines and check the work before anyone joins the pool.

  • Language and reading

    We confirm the languages they work in and that they read instructions closely — most quality problems start with a skimmed guideline.

  • Consistency, not just speed

    We look at how consistent their judgments are across a batch, not only how fast they go.

Typical engagements

The three briefs we see most.

A few hours a week

Ongoing task work

People pick up rating and labelling tasks as they come, around other commitments. Common for entry-friendly, flexible work.

Usually 2–6 weeks

Project batch

A defined batch of data to label or answers to rate, with a deadline and a quality bar agreed up front.

Monthly, part-time

Standing panel

A trained group kept on call for recurring rating, relevance, or transcription review as new data arrives.

Typical ranges, not quotes. Your brief decides the scope and the timeline.

AI data trainers: questions

Before you hire.

Do people need experience to do this work?

Often not much. These are entry-friendly, remote tasks; what matters most is reading guidelines carefully, good language skills, and consistent judgment. Tell us the level you need.

What languages and data types can you cover?

Text, image, audio, and video, across many languages. Tell us the languages and the task — rating, labelling, relevance, prompts, or transcription — and we shortlist people who fit.

Can we start with a small test batch?

Yes. A paid pilot batch is a common first step, so you can check quality and agreement before scaling the work up.

Start a brief

Tell us what you need.

Send a short brief — role, budget, timeline. We'll come back with two or three people we'd hire ourselves, usually within 48 hours.

Request a shortlist

A good brief for a ai data trainers says

  • Task: rating, labelling, relevance, prompts, or transcription
  • Data type: text, image, audio, or video
  • Languages: the ones your data is in
  • Volume and timing: batch size and deadline
  • Guidelines: yours, or help writing them