Generalist - English & Punjabi

PLEASE NOTE: You must take the Bilingual Competency interview in Punjabi to be considered for this role.

Location: Global

Type: Contract Work

Fluent Language Skills Required: Punjabi (native fluency) and English (strong proficiency)

Why this role matters: Your job is to assess Punjabi AI-generated responses and identify specific strengths and areas of improvement for these responses - your work will be used to create the "perfect AI-generated response" at a later stage of this project. Note the analysis you create will be in English.

What You'll Do

• Conduct fact-checking using trusted public sources and external tools

• Generate high-quality human evaluation data by identifying response strengths, areas for improvement, and factual inaccuracies

• Assess reasoning quality, clarity, tone, and completeness of responses

• Ensure model responses align with expected conversational behavior and system guidelines

Who You Are

• You hold a Bachelor's degree

• You are a native speaker in Punjabi

• You have significant experience using large language models (LLMs) and understand how and why people use them

• You have excellent writing skills in English and can clearly articulate nuanced feedback

• You have strong attention to detail and consistently notice subtle issues others may overlook

• You have a background or experience in domains requiring structured analytical thinking (e.g., research, policy, analytics, linguistics, engineering)

Nice-to-Have Specialties

• Prior experience with RLHF, model evaluation, or data annotation work

• Experience writing or editing high-quality written content

• Experience comparing multiple outputs and making fine-grained qualitative judgments

What Success Looks Like

• You identify factual inaccuracies, reasoning errors, and communication gaps in model responses

• You produce clear, consistent, and reproducible evaluation artifacts

• Your feedback leads to measurable improvements in response quality and user experience