Remote Generalist - English & Punjabi - AI Trainer

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)

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.

• 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.

• 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).

• 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.

• 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.