This is a Physics Expert (AI Training Specialist) role with Hatch AI based in Sydney, NSW, Australia.
Role Seniority: intern, graduate, junior, mid level, senior.
More about the Physics Expert (AI Training Specialist) role at Hatch AI
Take 5 minutes to express your interest in hearing more about an AI Training position.
This is an expression of interest, not an open job.
We're gauging interest from Physics PhDs in Australia for upcoming work with a partner AI lab.
If your background fits and the work progresses, we'll be in touch with full details.
Expressing interest is not an application and not a commitment.
Candidates that express interest early and meet our eligibility requirement will have an advantage over other candidates 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.
The role
Contribute to AI research in flexible, casual, and part-time work.
You'll use your advanced physics training to evaluate AI-generated content and provide feedback that helps AI better understand physical reasoning, mathematical modelling, theoretical analysis, and technical problem-solving.
This is an ongoing, project-based opportunity that can be done alongside research, teaching, postdoctoral work, or industry employment.
Flexible hours, work from anywhere
Open to PhDs and postdocs in Physics or closely related fields
Suits people who care about their work and want to shape the future
What you'll be working on
This project involves using your experience in physics to design rigorous,



domain-relevant questions and review AI-generated responses for scientific accuracy, logical consistency, and physical validity.
No prior AI or technical experience is required.
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.
Placement depends on current project needs, with opportunities to be considered for future projects as they become available.
What we're looking for
Doctoral students and graduates (including those currently enrolled in a PhD program or in postdoctoral positions) in Physics or closely related fields.
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.
We're also looking for:
Engagement & Motivation
Actively participates, asks questions
Shows interest in the work and in learning the apps/agents
Receptiveness to Feedback / Trainability
Takes feedback without defensiveness
Quickly incorporates feedback into next attempt
Proactively seeks clarification when unsure




Communication & English Proficiency
Clear written English (no oversimplified or "off" wording)
Can explain reasoning/justifications in natural language
Communicates regularly with team lead and responds promptly
Attention to Detail / Conscientiousness
Follows written instructions precisely
Spots inconsistencies or errors in prompts/recordings
Adheres to guidelines without cutting corners
Basic Computer Literacy & App Comfort
Navigates web apps confidently
Can search/filter/find specific records in seeded apps
Handles multiple straightforward tasks in new UIs
Integrity (No LLM/ChatGPT Misuse)
Completes work themselves
Does not rely on LLMs for justifications or application answers
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 Hatch AI team will be there to support your growth.
Please consider applying even if you don't meet 100% of what's outlined.
Key Responsibilities
Developing training protocols
Collaborating with teams
Evaluating AI performance
Key Strengths
Physics expertise
Data analysis
Communication skills
Machine learning
Programming skills
Project management
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.
So when you apply you have the chance to show more than just your resume.
A Final Note
This is a role with Hatch AI not with Hatch.
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📌 Physics Expert (Ai Training Specialist) (New South Wales)
🏢 Hatch
📍 New South Wales