Work Snapshot

Job Type: Contract

Location: Remote

Compensation: Up to $15 per hour

Level: Middle to Senior Level

Interview: Required, conducted in English

Roles & Responsibilities

- Evaluate AI-generated Punjabi content for linguistic accuracy, fluency, grammar, spelling, punctuation, tone, cultural appropriateness, and prompt adherence
- Review and rank multiple AI-generated Punjabi responses based on correctness, naturalness, clarity, tone match, cultural relevance, and overall quality
- Identify errors involving meaning shifts, mistranslations, awkward literal translations, inappropriate register, ambiguity, unsupported claims, logical inconsistencies, and culturally mismatched phrasing
- Create high-quality Punjabi prompts, gold-standard answers, rewrites, and reference content for AI training across general knowledge, education, customer support, conversational writing, and other relevant domains
- Assess AI-generated content for correct use of formal and informal language, dialect variation, script requirements, and adaptation for audiences in India, Pakistan, and Punjabi diaspora communities
- Review Punjabi content written in Gurmukhi and/or Shahmukhi according to the contributor s reading and writing proficiency
- Fact-check claims when needed and evaluate whether AI responses are reliable, safe, and aligned with the requested task
- Provide detailed written feedback in English explaining identified language issues, why they matter, and how outputs can be improved
- Review grammar, spelling conventions, punctuation, syntax, terminology, idiomatic usage, style, and readability in AI-generated Punjabi content




- Evaluate step-by-step AI reasoning for logical consistency, completeness, relevance, and alignment with the requested prompt
- Detect unsafe, misleading, biased, hallucinated, or policy-risk language in AI-generated outputs
- Compare alternative AI responses and document strengths, weaknesses, quality gaps, and recommended improvements
- Create and validate evaluation tasks that test AI performance across different writing styles, registers, cultural contexts, scripts, and use cases
- Support model improvement through annotation workflows, response ranking, quality assurance reviews, and structured feedback documentation
- Help ensure AI-generated Punjabi content is natural, reliable, culturally accurate, clearly written, and appropriate for its intended audience

Requirements

- Education: Bachelor s degree in Linguistics, Punjabi/English Literature, Communications, Journalism, Translation, or a related field preferred; equivalent relevant professional experience may be considered
- Native or near-native Punjabi proficiency, with robust reading and writing ability required
- Ability to read and write Gurmukhi, Shahmukhi, or both required; candidates should specify the script(s) they can use
- Professional English proficiency at C1 level or above,



with the ability to understand guidelines and provide detailed feedback in English
- Robust working experience in writing, editing, localization, translation, content QA, journalism, education, or other language-focused work
- Deep understanding of Punjabi grammar, spelling conventions, punctuation, style, terminology, and idiomatic expression
- Strong ability to explain linguistic errors, meaning issues, tone mismatches, cultural concerns, script-related issues, and recommended corrections clearly
- Comfortable working across formal and informal registers, dialect variation, and audience adaptation for India, Pakistan, and Punjabi diaspora communities
- High attention to detail when identifying subtle meaning shifts, mistranslations, unnatural phrasing, factual hallucinations, and cultural mismatches
- Strong analytical judgment when evaluating AI-generated language quality, reasoning quality, factual reliability, and instruction adherence
- Excellent written communication skills in Punjabi and English
- Familiarity with translation quality review, proofreading, copyediting, localization, fact-checking, grammar and style review, and tone/register assessment preferred
- Previous experience with AI data training, annotation, translation QA, editorial QA, or rubric-based evaluation strongly preferred
- Familiarity with AI tools such as ChatGPT, Gemini, Claude, Perplexity, or similar platforms preferred
- Reliable remote-work practices, confidentiality handling, self-direction, and consistency across structured evaluation workflows required

📌 Punjabi Language Specialist | Up to $15/hr Remote (India)
🏢 Crossing Hurdles
📍 India