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Professional Domain Prompt Writers

Hatch

Hatch

Marketing & Communications
New South Wales, Australia
Posted on Mar 14, 2026
This is a Professional Domain Prompt Writers role with Mercor based in Sydney, NSW, Australia

== Mercor ==

Role Seniority - junior, mid level, senior

More about the Professional Domain Prompt Writers role at Mercor

Role Overview

Mercor is collaborating with a leading AI lab to contract experienced professionals for an AI model evaluation project. Contractors will assess the quality, accuracy, and safety of AI-generated responses across specialized domains such as finance, law, medicine, and accounting. The project offers an opportunity to directly improve the reliability of AI systems in high-stakes contexts where inaccurate information carries serious risk.

Key Responsibilities

  • Write realistic prompts that reflect how professionals and consumers seek domain-specific guidance
  • Evaluate AI-generated responses for factual accuracy, regulatory or clinical correctness, and practical usefulness
  • Identify fabricated claims, incorrect references, or misleading reasoning across model outputs
  • Score and rank multiple model responses using structured rubrics across dimensions
  • Provide written justifications with specific evidence for each evaluation

Ideal Qualifications

  • Master’s degree or higher in a relevant professional field (e.g., Finance, Accounting, Law, Medicine, Healthcare, Engineering)
  • Professional experience applying domain expertise in a practitioner or advisory capacity
  • Familiarity with industry-specific standards, regulations, or clinical guidelines
  • Strong written communication and critical reasoning skills

More About The Opportunity

  • Expected commitment: ~20 hours/week

Application Process

  • Submit your resume to begin
  • Complete a Training Assessment

We consider all qualified applicants without regard to legally protected characteristics and provide reasonable accommodations upon request.

Contract and Payment Terms

  • You will be engaged as an independent contractor.
  • This is a fully remote role that can be completed on your own schedule.
  • Projects can be extended, shortened, or concluded early depending on needs and performance.
  • Your work at Mercor will not involve access to confidential or proprietary information from any employer, client, or institution.
  • Payments are weekly on Stripe or Wise based on services rendered.
  • Please note: We are unable to support H1-B or STEM OPT candidates at this time.

About Mercor

Mercor partners with leading AI labs and enterprises to train frontier models using human expertise. You will work on projects that focus on training and enhancing AI systems. You will be paid competitively, collaborate with leading researchers, and help shape the next generation of AI systems in your area of expertise.

Before we jump into the responsibilities of the role. No matter what you come in knowing, you’ll be learning new things all the time and the Mercor team will be there to support your growth.

🟢 Please consider applying even if you don't meet 100% of what’s outlined 🟢

Key Responsibilities

  • ✍️ Writing realistic prompts
  • 🔍 Evaluating AI responses
  • ⚠️ Identifying inaccuracies

Key Strengths

  • 🎓 Domain expertise
  • 🧠 Critical reasoning skills
  • 📜 Familiarity with industry standards

Why Mercor is partnering with Hatch on this role. Hatch exists to level the playing field for people as they discover a career that’s right for them. So when you apply you have the chance to show more than just your resume.

A Final Note: This is a role with Mercor not with Hatch.