Punjabi Language Expert for AI Content Review
Listing checked September 4, 2026 · pay as published by SME Careers
Overview
As a remote Punjabi Language Expert, you review AI-generated content and produce high-quality Punjabi reference material to support AI data training. You assess outputs for accuracy, fluency, grammar, spelling, tone, and cultural fit, flagging meaning shifts, mistranslations, and register gaps. Deliver precise written feedback and craft polished Punjabi rewrites and model answers that demonstrate best practices in writing. You evaluate multiple AI responses, rating them to guide improvements across time zones and ensure consistency with the prompt.
What You'll Do5
- 1Review AI-generated Punjabi outputs for accuracy, fluency, tone, and cultural alignment, providing clear written feedback.
- 2Create gold-standard Punjabi prompts and reference answers across domains such as general knowledge, customer support, education, and conversational writing.
- 3Evaluate and rank multiple AI responses using a rubric-based approach to drive language quality improvements.
- 4Identify unsafe, biased, or misleading content and verify factual claims to maintain model integrity across use cases.
- 5Document edits and best practices to support ongoing training data creation, rubric refinement, and QA workflows.
Requirements10
- 1bachelor’s degree or higher in linguistics, Punjabi/english literature, communications, journalism, translation, or related field (or equivalent professional experience)
- 2native or near-native punjabi reading and writing proficiency
- 3strong professional english proficiency (minimum c1) for guidelines and English feedback
- 43+ years of experience in writing, editing, localization, translation, content qa, journalism, education, or related language work
- 5deep understanding of punjabi grammar, spelling, punctuation, and style with ability to explain fixes
- 6comfort with script requirements: gurmukhi and/or shahmukhi; indicate readable/writable scripts
- 7ability to handle multiple registers and dialect variation for india, pakistan, and diaspora
- 8high attention to detail to spot meaning shifts, awkward translations, and culturally mismatched phrasing
- 9reliable, self-directed, able to maintain quality hourly remote contractor workflow across time zones
- 10prior experience with ai data training/annotation, translation qa, editorial qa, or rubric-based evaluation preferred
Who Should Apply
Native Punjabi speakers with strong English skills are ideal for this role. The candidate should have at least 3 years of language-focused work and comfort delivering work hourly as a remote contractor. Strong candidates demonstrate deep Punjabi grammar knowledge and can justify corrections in written feedback. Less suitable are applicants who lack native Punjabi proficiency, struggle with English-level communication, or cannot work across multiple time zones. Candidates who cannot clearly handle both Gurmukhi and Shahmukhi scripts or who have limited experience with AI data training may not be a fit.
Salary Insight
Hourly pay: $15/hour. This rate aligns with contract language QA work and reflects the hourly remote nature of the role, typical for mid-senior language specialists contributing to AI data training and rubric-based evaluation.
Pay and demand for AI Training roles
AggregatedTypical pay
$70/hour
This role
up to $15/hr
Most AI Training roles pay $34–$95 per hour. This role's pay sits below that range.
Based on 999 similar roles that publish pay · 301 publish only a top rate; those count at the rate they gave
Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.
- Live similar roles
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- Listed in last 30 days
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- 99%
Hiring most right now: micro1 (308) · SME Careers (253) · AfterQuery (135)
Most requested skills · share of roles
- ai training14%
- ai evaluation12%
- llm evaluation12%
- data annotation10%
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Compensation
Up to $15/hr
Required Skills
Application Tip
Provide a concrete sample of a rubric-based evaluation you’ve conducted and a brief Punjabi QA rewrite that demonstrates your ability to improve tone, accuracy, and cultural fit; mention the scripts you read/write (Gurmukhi/Shahmukhi) and any AI training tasks you’ve completed.
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