Urdu AI Response Evaluator (Remote, $15–$20/hr)

About OpenTrain

OpenTrain is the #1 platform for finding and building careers in AI training and data labeling. We help freelancers discover projects, build a unified portfolio of AI training work, and grow durable freelance careers in a fast-growing field.

OpenTrain AI is the hiring and contracting organization for this role; you will join a distributed team of contributors who directly shape how state-of-the-art AI behaves.

About AI Training Work

AI training (also called data labeling or human feedback) is the human work behind modern models: people evaluate outputs, annotate examples, and provide the judgments that models learn from. This work is widely remote, flexible, and accessible—contributors often work part-time and build valuable, demonstrable experience.

As an evaluator you will be at the cutting edge of model improvement, translating linguistic judgment and domain knowledge into actionable feedback that improves future model behavior.

The Role

We are recruiting an Urdu AI Response Evaluator to review Urdu model outputs for factual accuracy, reasoning quality, clarity, tone, and completeness. You will produce clear English analyses that explain strengths and weaknesses and create evaluation data used to improve models.

This is a remote contractor position, open globally, with an expected time commitment of 20+ hours per week and pay between $15 and $20 per hour.

• Work type: Remote contractor, part-time (20+ hours/week)
• Pay: $15–$20 per hour (USD)
• Data type: Text evaluation (EVALUATION_RATING, RLHF)

What You'll Do

Your day-to-day work centers on careful, comparative evaluation of model outputs and writing clear English critiques that guide model improvement.

• Review Urdu AI-generated responses for factual inaccuracies, reasoning errors, communication gaps, and completeness.
• Write clear English evaluations that explain strengths, areas for improvement, and overall quality for each response.
• Compare multiple outputs and make fine-grained judgments about which responses better meet the user need.
• Assess whether responses follow expected conversational behavior and system guidelines.

Requirements

You must meet the core requirements below to be considered. We cannot hire applicants who do not satisfy these essentials.

• Native fluency in Urdu and strong English writing ability.
• Significant experience using large language models.
• Strong attention to detail and comfort giving nuanced written feedback.
• Background in structured analytical thinking such as research, policy, analytics, linguistics, or engineering.
• Bachelor's degree.
• Availability for 20+ hours per week.

Helpful Background

The following experience will help you stand out but is not strictly required.

• Prior RLHF, model evaluation, or data annotation experience.
• Experience writing or editing high-quality written content.
• Experience making comparative judgments between multiple responses.

Schedule, Location, and Pay

This role is fully remote and open to contributors worldwide. You will work as a contractor and manage your schedule to meet the 20+ hours/week expectation.

Compensation is hourly at $15–$20 USD per hour. OpenTrain handles contracting and payment for this role.

How OpenTrain Works

Create an OpenTrain profile, highlight relevant experience with language evaluation and LLMs, and apply to this role. A strong OpenTrain profile helps you show credible experience and discover related opportunities.

If selected, you'll receive task instructions, evaluation rubrics, and examples to ensure your judgments are consistent and useful for model improvement.