About The Position

We are sharing a specialised part-time consulting opportunity for Hindi-speaking professionals based in the San Francisco Bay Area with strong transcription, writing, linguistic analysis, annotation, and structured evaluation skills. This short-term role supports an audio AI research initiative focused on training and benchmarking advanced language models. Selected professionals will transcribe Hindi audio and video content, evaluate model-generated outputs, develop bilingual grading standards, and document linguistic nuances across contemporary Hindi, regional variation, and Hindi-English code-switching.

Requirements

  • Native or near-native spoken and written fluency in Hindi
  • Professional fluency in English
  • Current residence in the San Francisco Bay Area
  • Strong familiarity with contemporary spoken Hindi, regional vocabulary, dialects, and informal usage
  • Ability to recognise and evaluate Hindi-English code-switching
  • Excellent writing, editing, critical-thinking, and analytical skills
  • Experience accurately transcribing and analysing audio content
  • Ability to work independently, manage deadlines, and follow detailed instructions
  • Availability to contribute approximately 10–20 hours per week

Nice To Haves

  • Previous experience with Hindi transcription, annotation, localisation, or language-quality review
  • Familiarity with regional Hindi variation and contemporary colloquial language
  • Experience reviewing Hinglish or other Hindi-English code-switching patterns
  • Background in research, benchmarking, data annotation, or structured evaluation workflows
  • Familiarity with generative AI, language models, speech technology, or applied language research
  • Experience developing grading rubrics, reviewer guidelines, or quality standards
  • Comfort participating in occasional in-person collaboration within the San Francisco Bay Area when required

Responsibilities

  • Listen to, analyse, and transcribe Hindi-language audio and video content
  • Produce accurate written outputs in Hindi, with supporting English content when required
  • Follow detailed formatting, stylistic, and task-specific instructions
  • Capture tone, intent, register, pronunciation, regional vocabulary, and dialectal variation
  • Review completed transcripts for clarity, completeness, and linguistic accuracy
  • Define expectations for correct and high-quality responses in general consumer audio contexts
  • Develop detailed evaluation rubrics and grading instructions in Hindi and English
  • Document scoring standards that can be applied consistently across reviewers
  • Identify grammatical complexities, colloquialisms, code-switching patterns, and language-specific edge cases
  • Refine guidelines when ambiguity or inconsistent interpretation arises
  • Run assigned prompts through language models and review generated responses
  • Evaluate outputs for accuracy, completeness, fluency, relevance, and instruction adherence
  • Assess whether model responses appropriately reflect spoken Hindi and contemporary usage
  • Identify transcription errors, unnatural phrasing, missed context, and linguistic inconsistencies
  • Provide structured written feedback supporting model improvement
  • Participate in review and quality-assurance cycles across tasks, rubrics, and outputs
  • Maintain consistency before materials are incorporated into formal evaluation benchmarks
  • Review the work of other contributors when required
  • Collaborate with project leads to resolve unclear instructions and improve task design
  • Apply feedback and calibration standards consistently across assignments

Benefits

  • Competitive compensation of up to $45 per hour depending on expertise and project scope
  • Flexible scheduling
  • Weekly payments via Stripe or Wise
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