Training Turk

Interview experiences

What the real interview was like

Short accounts from people who sat AI-training interviews and tests on Mercor, micro1, Outlier and more.

Each one is told in our own words, from a post the candidate shared publicly.

Native Korean contributor, audio evaluation

Outlier · Sep 2026 · Audio and voice

A Korean contributor passed ID checks, a native-language test and project assessments before getting work. It took real effort, but close study of the instructions got them through.

  • Community report, paraphrased
  • 3 rounds
Read the full experience

How it ran

  1. Identity check with both sides of a government ID.
  2. A native-language qualification test.
  3. Project-specific assessments.

What was asked

  • Native language proficiency.
  • Spotting audio quality problems and following the guidelines closely.

What the interviewer or test was like

  • Demanding but fair for anyone who studies the instructions.

Tips

  • Study each project's instructions before its assessment.
  • Practise spotting audio quality issues.
  • Write clear explanations in simple words.

Outcome

Passed and went on to steady weekly work.

Contributor on a project with audio and video tasks

Outlier · Aug 2026 · Audio and voice

After joining a project, the contributor went through round after round of unpaid assessments. Partway through, video and audio recording assessments were added without warning.

  • Community report, paraphrased
Read the full experience

How it ran

  1. Enrolled in the project.
  2. Repeated unpaid evaluation rounds.
  3. Surprise video and audio recording assessments.

What was asked

  • Recorded video and audio submissions.

What the interviewer or test was like

  • Felt like a loop of tests with no path to paid tasks.
  • The recordings raised privacy worries.

Tips

  • Ask before starting whether recordings are required and how they are used.

Outcome

Never reached paid work.

Contributor on an audio language-data project

Alignerr · Sep 2026 · Audio and voice

A contributor spent several days learning a long guideline document for an audio project, then failed the qualification. The answer key seemed to clash with the guidelines and the clips.

  • Community report, paraphrased
  • 2 rounds
Read the full experience

How it ran

  1. Studied a long guideline document for several days.
  2. Took the qualification assessment for the audio project.
  3. Rejected, then asked support for a review.

What was asked

  • Judging audio clips against the project guidelines.

What the interviewer or test was like

  • The expected answers seemed to disagree with the written rules and the audio.
  • Scores could not be reviewed and retakes were not allowed.

Tips

  • Expect one attempt only on audio qualifications.
  • Budget unpaid study time before you start.

Outcome

Failed, with no retake or review.

Transcriber, English project

Appen · Dec 2019 · Audio and voice

An English teacher with fast typing had to pass a transcription test before joining a language project. They took it twice, felt both attempts were accurate, and were still turned down.

  • Community report, paraphrased
  • 3 rounds
Read the full experience

How it ran

  1. Joined the platform.
  2. Transcription test, first attempt.
  3. Transcription test, second attempt.
  4. Rejected.

What was asked

  • Transcribing audio accurately to the project's standard.

What the interviewer or test was like

  • No feedback on why either attempt failed.

Tips

  • Transcription tests follow the project's style guide, so read it closely.

Outcome

Rejected after two attempts.

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Community reports are paraphrased from public posts and may be out of date. Platforms change their process often.