Preferred Candidate Persona The careful, rule-following observer.” Someone who is patient, consistent and genuinely comfortable with detailed, repetitive work and who takes pride in getting small things exactly right.

Profile
Comfortable watching video closely and noticing fine details (which hand, which object, exact moment an action starts/ends).
Rule-oriented and disciplined
Self-correcting: Reviews own work and catches errors before submitting.
Reliable and self-managing for a daily 6 hours video-labelling commitment across 26 days.
Basic computer comfort: Web-based tools, video scrubbing, timestamps, keyboard shortcuts.

Written English (Essential)
Excellent written English: Clean grammar, correct spelling and accurate word choice.
Able to write short, unambiguous imperative instructions and stay within a strict style guide.
Strong vocabulary for naming everyday objects and actions specifically (e.g., knife vs. “tool”).
Consistent with tense, singular/plural and punctuation rules across hundreds of labels.

Must-Have Skills




Attention to detail and high consistency over repetitive tasks.
Ability to read, understand and strictly follow an SOP / writing style guide.
Reliable internet connection and a laptop/desktop (for remote work).

Nice-to-Have
Prior experience in data annotation, video/image labelling, transcription, QC or content moderation.
Familiarity with egocentric / first-person video or computer-vision datasets.
Experience meeting accuracy targets or passing calibration/quiz tests.

Not a Fit If
You prefer fast-paced, high-variety work over accurate, repetitive labelling.
You tend to improvise or paraphrase instead of following exact rules.
You cannot commit to consistent daily hours.

Qualifications
Bachelor’s degree: English Honours strongly preferred (or a degree with solid written-English coursework).
Demonstrable command of written English; a short writing/labelling sample may be requested.

📌 Freelancer Gurugram (India)
🏢 AM Insights
📍 India