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.
OuNative 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
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How it ran
- Identity check with both sides of a government ID.
- A native-language qualification test.
- 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.
OuContributor 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
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How it ran
- Enrolled in the project.
- Repeated unpaid evaluation rounds.
- 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.
AlContributor 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
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How it ran
- Studied a long guideline document for several days.
- Took the qualification assessment for the audio project.
- 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.
ApTranscriber, 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
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How it ran
- Joined the platform.
- Transcription test, first attempt.
- Transcription test, second attempt.
- 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.
Community reports are paraphrased from public posts and may be out of date. Platforms change their process often.