Back to remote jobs

Document Review Expert

Mercor

LLM & Agent Evaluation project Project-based
United States $35 – $40/hr June 25, 2026

Job description

Role Overview

Mercor is partnering with a leading AI research laboratory to improve the quality of AI-generated document evaluation systems through structured human review.

This role is designed for highly detail-oriented professionals who can critically assess AI-generated responses, identify subtle inaccuracies, and apply strict evaluation guidelines consistently.

You will evaluate structured documents and AI outputs, focusing on precision, nuance, implicit meaning, and fidelity to instructions. Your judgment and attention to detail will directly improve the reliability of AI systems used for document interpretation and reasoning tasks.

Responsibilities

AI Document Evaluation

  • Review AI-generated responses for accuracy, fidelity to instructions, completeness of reasoning, and logical consistency
  • Identify subtle errors including missing or altered details, misinterpretation of instructions, implicit meaning changes, and inconsistencies in reasoning or structure

Critical Reading & Assessment

  • Perform detailed, structured evaluation of written outputs
  • Apply strict rubric-based assessment guidelines
  • Provide honest and critical judgments when required
  • Detect nuanced differences in meaning and intent

Quality Control

  • Ensure consistent application of evaluation standards
  • Maintain high accuracy across large volumes of document reviews
  • Flag ambiguous or low-quality outputs

Feedback & Annotation

  • Provide structured written feedback explaining evaluation decisions
  • Highlight specific errors or improvements needed
  • Contribute to improving annotation guidelines and evaluation frameworks

Requirements

  • Bachelor's degree preferred from a globally top-ranked university (top 500)
  • Strong reading comprehension and analytical thinking
  • Exceptional attention to detail and ability to interpret nuanced and implicit meaning
  • Strong written communication skills in English (Native-level fluency required)
  • Preferred background: paralegal, executive assistant, consulting, investment banking, or legal services
  • Minimum 30 hours per week (preferred 40+)
  • Must be based in the United States

Contract & Payment

  • Independent contractor engagement — fully remote
  • Weekly payments via Stripe or Wise
  • No H-1B or STEM OPT support
Apply now

You will be redirected to the company's website to complete your application.

Categories

Explore other opportunities in related specializations.

AI & Data Training Paid Research Participant Engineering & Development Data & Analytics Design & Creative Product & Project Management Marketing & Growth Sales & Business Development Customer Support & Success HR & People Operations Finance & Accounting Legal & Compliance Operations & Administration Healthcare & Clinical Science & Research Education & Training Writing & Content Translation & Localization Media & Entertainment Consulting & Strategy Nonprofit, Social Impact & Other Travel & Hospitality Sports & Fitness Fashion, Beauty & Lifestyle

Related jobs

View all

Frequently asked questions

Is Mercor legitimate?
Yes, Mercor is a legitimate company listed on RemoWork. We verify all companies on our platform. However, we always recommend doing your own research before sharing personal information or starting work. Check reviews from other users and visit the company's official website for the most up-to-date information.
How do I get started with Mercor?
To get started, visit Mercor's official website and look for their careers or sign-up page. Create an account, complete your profile with relevant skills and experience, and apply for available positions or projects. Some companies may require you to pass a qualification test or assessment before you can start working.
Does Mercor offer remote work?
Yes, Mercor offers remote work opportunities. Most tasks and positions can be completed from anywhere with a reliable internet connection and a computer or smartphone. Specific location requirements may vary by project or role, so check individual listings for details.
How does Mercor pay its workers?
Payment methods and schedules vary. Common payment options include PayPal, bank transfers, Payoneer, and other digital payment platforms. Visit Mercor's official website or check their payment/FAQ section for specific details about payment methods, minimum thresholds, and payout schedules.
What skills do I need to work with Mercor?
Required skills vary by role and project. Generally, you'll need a reliable internet connection, basic computer literacy, strong attention to detail, and good communication skills. Some positions may require specialized expertise, language proficiency, or technical qualifications. Check individual job listings for specific requirements.
What is Mercor's vetting process like?
Mercor uses an AI-powered vetting process that evaluates candidates through technical assessments, interviews, and skill verification. The platform matches vetted talent with companies looking for specific expertise. The process is designed to be efficient and identify top-tier professionals quickly.
What types of roles does Mercor offer?
Mercor connects professionals with AI engineering, software development, data science, machine learning, and other tech-focused roles. The platform works with startups and enterprises, offering both contract and full-time remote positions across various technical domains.
Is Mercor free for job seekers?
Yes, Mercor is free for job seekers and freelancers. The platform earns revenue from companies hiring through the network. Candidates can create profiles, get vetted, and apply for positions at no cost.
Apply now

Stay in the loop.

One email per week, 5 hand-picked roles.