Remote

We are sharing a specialised part-time consulting opportunity for Urdu-English bilingual professionals experienced in language evaluation, LLM response review, fact-checking, structured feedback, and high-quality written analysis in English.

This role supports current and upcoming remote consulting opportunities focused on Urdu-language AI response evaluation, bilingual quality review, factual accuracy assessment, reasoning analysis, rubric-based scoring, and high-quality project execution. Selected professionals will assess Urdu AI-generated responses, identify strengths and areas for improvement, fact-check outputs using trusted sources, and write clear English-language feedback based on structured evaluation criteria.

Key Responsibilities

Professionals in this role may contribute to:

Urdu Response Evaluation

• Review Urdu AI-generated responses for accuracy, clarity, reasoning quality, tone, and completeness
• Identify response strengths, improvement areas, factual inaccuracies, and communication gaps
• Evaluate whether responses align with expected conversational behavior and project-specific guidelines
• Apply native Urdu fluency and English writing ability to produce clear evaluation notes

Fact-Checking & Quality Review

• Conduct fact-checking using trusted public sources and approved external tools
• Assess whether responses are well-reasoned, complete, contextually appropriate, and useful
• Identify subtle language issues, factual errors, unclear reasoning, or gaps in response quality
• Generate high-quality human evaluation data through careful review and structured judgment

Rubric-Based Feedback & Evaluation Artifacts

• Apply structured rubrics and quality criteria to assess model response performance
• Write clear, consistent, and reproducible feedback in English
• Compare outputs and make fine-grained qualitative judgments when required
• Maintain accuracy, consistency, and strong attention to detail across submitted evaluations

Ideal Profile

Strong candidates may have:

• Native fluency in Urdu
• Strong English proficiency and excellent written communication skills
• A bachelor's degree or equivalent academic background
• Significant experience using large language models and understanding how people use AI tools
• Strong ability to explain what makes an AI response accurate, incomplete, unclear, unrealistic, or poorly reasoned
• Excellent attention to detail and ability to notice subtle issues in language, reasoning, and factual accuracy
• Background or experience in structured analytical thinking, such as research, policy, analytics, linguistics, engineering, writing, or evaluation work

Educational Background

• A bachelor's degree is preferred
• Academic or professional experience in linguistics, translation, research, policy, analytics, engineering, writing, education, or related fields is highly relevant
• Practical experience evaluating written content, bilingual language quality, or AI-generated outputs may also be valuable

Nice to Have

• Prior experience with RLHF, model evaluation, data annotation, or AI response assessment
• Experience writing, editing, or reviewing high-quality written content
• Experience comparing multiple outputs and making fine-grained qualitative judgments
• Familiarity with rubric-based evaluation, quality scoring, or structured feedback workflows
• Ability to clearly explain factual inaccuracies, reasoning errors, and communication gaps

Why This Opportunity

• Apply Urdu-English bilingual expertise to structured remote evaluation work
• Contribute to high-quality AI response review, fact-checking, and language quality assessment
• Work on flexible assignments aligned with language skills, analytical judgment, and LLM experience
• Help improve response quality by identifying factual issues, reasoning gaps, and communication strengths
• Remote structure with competitive hourly compensation

Contract Details

• Independent contractor role
• Fully remote with flexible scheduling
• Eligible professionals may be based globally depending on project needs
• Urdu native fluency and strong English proficiency are required for project work
• Applicants may be asked to complete a Bilingual Competency interview in Urdu as part of project screening
• Part-time commitment depending on project availability
• Competitive rates between $10–$20 per hour depending on expertise and project scope
• Weekly payments via Stripe or Wise
• Projects may be extended, shortened, or adjusted depending on scope and performance
• Work will not involve access to confidential or proprietary information from any employer, client, or institution

About the Platform

This opportunity is available through 24-MAG LLC. We connect experienced professionals with remote consulting opportunities across technical, evaluation, and project-based workstreams.

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