Job Description

This is a Maths Expert (AI Training Specialist) role with Hatch AI based in Sydney, NSW, Australia

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About Hatch AI
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Role – This is an expression of interest, not an open job. We are gauging interest from Mathematics PhDs in Australia for upcoming work with a partner AI lab. If your background fits and the work progresses, we will be in touch with full details. Expressing interest is not an application and not a commitment. Candidates that express interest early and meet eligibility requirements will have an advantage if the work progresses. Note: This role is not with Hatch. It is for our partner AI Lab. Hatch sources, screens, and supports the Australian contributors who join.

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The role – Contribute to AI research in flexible, casual, and part-time work. You will use your advanced mathematical training to evaluate AI-generated content and provide feedback that helps AI better understand mathematical reasoning, proof construction, and technical problem-solving. This is an ongoing, project-based prospect that can be done alongside research, teaching, postdoctoral work, or industry employment.

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- Flexible hours, work from anywhere
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- Open to PhDs and postdocs in Mathematics or closely related fields
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- Suits people who care about their work and want to shape the future
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What you'll be working on –

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- This project involves using your experience in mathematics to design rigorous, domain-relevant questions and review AI-generated responses for accuracy, logical consistency, and mathematical rigour. No prior AI or technical experience is required.
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- Fully remote with a flexible, asynchronous schedule and no minimum hour requirement; most contributors work approximately 5–20 hours per week when participating in an active project.
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- Placement depends on current project needs, with opportunities to be considered for future projects as they become available.
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What we're looking for –

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- Doctoral students and graduates (including those currently enrolled in a PhD program or in postdoctoral positions) in Mathematics or closely related fields.
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- Strong background in advanced physical reasoning, mathematical modelling, theoretical analysis, and quantitative problem-solving across core areas such as classical mechanics, electromagnetism, quantum mechanics, statistical mechanics, or related sub-disciplines.
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We're also looking for:

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- Engagement & Motivation
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- Actively participates, asks questions
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- Shows interest in the work and in learning the apps/agents
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- Receptiveness to Feedback / Trainability
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- Takes feedback without defensiveness
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- Quickly incorporates feedback into next attempt
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- Proactively seeks clarification when unsure
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- Communication & English Proficiency
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- Clear written English (no oversimplified wording)
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- Can explain reasoning/justifications in natural language
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- Communicates regularly with team lead and responds promptly
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- Attention to Detail / Conscientiousness
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- Follows written instructions precisely
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- Spots inconsistencies or errors in prompts/recordings
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- Adheres to guidelines without cutting corners
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- Basic Computer Literacy & App Comfort
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- Navigates web apps confidently
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- Can search/filter/find specific records in seeded apps
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- Handles multiple simple tasks in new UIs
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- Integrity (No LLM/ChatGPT Misuse)
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- Completes work themselves
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- Does not rely on LLMs for justifications or application answers
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Before we jump into the responsibilities of the role, you'll be learning new things all the time and the Hatch AI team will be there to support your growth.

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What you should consider – Please consider applying even if you don't meet 100% of what's outlined.

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Key Responsibilities

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- Contributing to AI research
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- Designing rigorous questions
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- Communicating with team leads
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Key Strengths

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- Advanced mathematical training
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- Strong communication skills
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- Attention to detail
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- Engagement & motivation
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- Receptiveness to feedback
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- Basic computer literacy
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Why Hatch AI 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. When you apply you have the chance to show more than just your resume.

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A Final Note – This is a role with Hatch AI, not with Hatch.

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📌 Maths Expert (AI Training Specialist) (New South Wales)
🏢 Hatch
📍 New South Wales