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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates native or near-native proficiency in Hindi and strong English communication skills, with a focus on accurate transcription, linguistic annotation, and disciplined application of error codes in AI training data audits.
Highest-signal resume keywords
Native Hindi ProficiencyStrong English Reading And WritingTranscription ExperienceLinguistic AnnotationAttention To Detail
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Error Code ApplicationAudio VerificationSpeech Recording ReviewSegment Boundary CorrectionJudgment Rubric Application
Soft Skills
Careful Listening SkillsClear Feedback Writing
Tools & Technologies
Audio Editing ToolsWaveform Tools
Industry Keywords
AI Training DataTranscriptionSubtitlingLocalizationQuality Assurance
About the role
Key responsibilities & impact- Audit AI training data in Hindi across two Amazon Sonic audit collections
- Review human or agent speech recordings against annotator-produced transcriptions
- Apply fixed error codes, assign pass/fail verdicts, and write a short rationale
- Verify word-level segment start and end timestamps against the audio
- Check that reference transcriptions match the spoken form
- Correct boundaries, split or merge segments, add missing segments, and remove segments containing no word
- Tag every applicable error code and explain pass/fail decisions in plain language
- Call out critical errors first so failure reasons are clear
- Complete a calibration phase before beginning production work
- Work on projects supporting Mercor’s AI lab and enterprise partners in training frontier AI models
Requirements
What you’ll need- Native or near-native command of Hindi as spoken in India
- Born and raised in a region where Hindi and this variety is dominant, or fully fluent with five or more years of residence in such a region
- Strong English reading and writing
- Ability to read a detailed rulebook and write clear feedback in English
- Disciplined rubric application across hundreds of judgments
- Careful listening skills, including distinguishing similar sounds and identifying word boundaries in continuous speech
- Prior transcription, subtitling, localization, linguistic annotation, or QA experience is a strong signal
- Helpful but not required: prior AI data annotation or model evaluation work
- Helpful but not required: phonetics or linguistics background
- Helpful but not required: experience with audio editing or waveform tools
- Must complete a short calibration phase before production work
- Must be engaged as an independent contractor
- H1-B and STEM OPT candidates are not supported
Benefits
Comp & perks- Fully remote role
- Flexible schedule; work can be completed on your own schedule
- Weekly payments via Stripe or Wise
- Competitive pay
- Projects may be extended, shortened, or concluded early depending on needs and performance
- Referral bonus of up to $80 for each successful referral (referral limits apply)
- Reasonable accommodations upon request