Generalist Expert - Content Evaluator

Mercor; Toronto; On-site; CAD 55,000 - 85,000; Full time

Job summary

Mercor is seeking generalist experts based in the US or Canada to help train and evaluate frontier AI models. You will review documents, slides, spreadsheets, and other materials, judging them for quality, accuracy, and completeness.

Feedback will shape how AI systems reason about real-world work products. This role suits sharp, detail-oriented professionals who can move across formats and subjects without deep specialization.

Qualifications

• Bachelor's degree required or equivalent
• Strong reading comprehension and written communication in English
• Sharp attention to detail across varied subject matter
• Ability to work independently with productivity tools

Responsibilities

• Review and evaluate documents, slides, spreadsheets, and similar materials for quality and correctness
• Provide clear, well-reasoned written feedback and ratings
• Compare and rank AI-generated outputs against defined criteria
• Flag errors, inconsistencies, and gaps in reasoning or formatting

Skills

Attention to detail

Judgment

Reading comprehension

Written communication

Independent work

Education

Bachelor's degree

Tools

Docs

Slides

Sheets

Job description

We're looking for US or Canada-based generalist experts to help train and evaluate frontier AI models. In this role, you'll review and assess a wide range of everyday professional content - documents, slides, spreadsheets, and other written materials - judging them for quality, accuracy, clarity, and completeness. Your feedback directly shapes how AI systems reason about and produce real-world work product.

This is a great fit if you're a sharp, detail-oriented generalist who is comfortable moving across different formats and subject areas. You don't need deep specialization in any one field - strong judgment, careful reading, and clear written reasoning matter most.

What you'll do

• Review and evaluate documents, slides, spreadsheets, and similar materials for quality and correctness
• Provide clear, well-reasoned written feedback and ratings
• Compare and rank AI-generated outputs against defined criteria
• Flag errors, inconsistencies, and gaps in reasoning or formatting

What we're looking for

• Bachelor's degree (minimum requirement)
• Based in the United States or Canada
• Excellent reading comprehension and written communication in English
• Strong attention to detail and sound judgment across varied subject matter
• Comfort working independently across common productivity tools (docs, slides, sheets)

No prior AI or machine-learning experience is required - we'll provide the guidelines and context you need to succeed.