AI Trainer (Scenario Design)
Hatch
Software Engineering, Design, Data Science
Sydney, NSW, Australia
Posted on Apr 17, 2026
This is a AI Trainer (Scenario Design) role with Mercor based in Sydney, NSW, Australia
== Mercor ==
Role Seniority - junior, mid level, senior
More about the AI Trainer (Scenario Design) role at Mercor
About The Role
We're looking for creative, detail-oriented experts to help train the next generation of AI agents. You'll design realistic, complex digital worlds and craft challenging scenarios that test how well AI navigates real-world tasks — think scheduling conflicts, information overload, competing priorities, and more.
What You'll Do
Contract and Payment Terms
🟢 Please consider applying even if you don't meet 100% of what’s outlined 🟢
Key Responsibilities
A Final Note: This is a role with Mercor not with Hatch.
== Mercor ==
Role Seniority - junior, mid level, senior
More about the AI Trainer (Scenario Design) role at Mercor
About The Role
We're looking for creative, detail-oriented experts to help train the next generation of AI agents. You'll design realistic, complex digital worlds and craft challenging scenarios that test how well AI navigates real-world tasks — think scheduling conflicts, information overload, competing priorities, and more.
What You'll Do
- Build richly detailed personas and simulated digital environments (Gmail, Slack, Calendar, WhatsApp, Google Drive, and more)
- Write tasks that challenge an AI agent's ability to reason, filter, and prioritize
- Run the agent against your scenarios, evaluate its performance, and guide it to success through structured hints
- Document your work clearly in Airtable and Crucible
- Have strong written communication and attention to detail
- Think creatively and enjoy constructing layered, realistic scenarios
- Are comfortable working with structured tools like JSON editors, Airtable, and AI platforms
- Can spot inconsistencies and think critically about information quality
- Work independently and manage your own workflow
- Must Have - Undergrad degree, 2+ years professional experience.
- Nice to have:
- Writing chops — copywriter, UX writer, journalist, content strategist, editor, published blog/newsletter, creative writing background. Strong writers make the best task creators and reviewers
- Multi-stakeholder coordination — PM, account manager, consultant, client success, event coordinator, producer. Creates richer, more authentic professional scenarios
- World-building / creative design — game designer, curriculum designer, UX researcher, simulation designer, tabletop RPG creator
- Technical / data comfort — JSON familiarity, Jira/Asana power user, technical PM, data analyst, SQL/Python exposure. A plus but not required — we'll provide a JSON onboarding guid
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.
🟢 Please consider applying even if you don't meet 100% of what’s outlined 🟢
Key Responsibilities
- 🌍 Building detailed personas and environments
- 📝 Writing challenging tasks for AI agents
- 🔍 Evaluating AI performance
- 📝 Strong written communication
- 💡 Creative thinking
- 🛠️ Technical comfort with structured tools
- ✍️ Writing chops
- 🤝 Multi-stakeholder coordination
- 🎨 World-building / creative design
A Final Note: This is a role with Mercor not with Hatch.