Research Assistant in AI and Machine Learning, School of Computing

What matters most

• Contribute to PI-led research

  The role works closely with the Principal Investigator and lab members on one or more projects. Prepare to explain how you would coordinate research tasks, communicate progress, and incorporate collaborators’ feedback.

• Demonstrate fundamental AI research

  The posting requires experience in fundamental AI research. Prepare a concise account of a research contribution, including the question, your role, the method, and what the results do and do not establish.

• Discuss top-conference publications

  The requirements cite publications at top AI conferences such as ICML, NeurIPS, and ICLR. Be ready to explain your specific contribution to relevant published work and the evidence supporting its claims.

Likely challenges to think through

• Balancing initiative with collaboration

  Because the assistant works closely with a PI and lab members, an inferred challenge is advancing research independently while staying aligned with collaborators. Prepare an example of how you made decisions, sought feedback, and adjusted course.

• Maintaining depth across projects

  The role may involve one or more projects, but the posting does not specify their scope. A possible challenge is balancing time across tasks without weakening the rigor needed for fundamental research. Prepare to describe how you would set priorities and identify when a result needs further validation.

Topics to prepare

• Fundamental AI and machine learning research

  Revise how a research question, prior work, method and evidence fit together. Exercise: choose one AI or ML research paper and explain its central question and contribution in five sentences. Relevance: the posting seeks experience or interest in AI and ML research, and requires experience in fundamental AI research.

• Evaluating a research contribution

  Revise how a paper supports its claims and acknowledges limitations. Exercise: examine a paper from ICML, NeurIPS or ICLR and identify its main claim, strongest evidence and one limitation. Relevance: the posting explicitly cites publications at these conferences; this is a preparation exercise, not a stated assessment method.

Skills to revise

• Presenting research clearly

  Exercise: prepare a two-minute explanation of a research contribution, covering the question, approach, findings and limitations. Relevance: the role involves working closely with a Principal Investigator and lab members; practising this format is a suggestion, not a specified duty.

• Planning a collaborative research discussion

  Exercise: draft a brief agenda for discussing an AI or ML research question with a lab team, including what is known, what remains uncertain and what to investigate next. Relevance: the posting states that the assistant will work with the Principal Investigator and lab members on one or more projects; this agenda is a suggested preparation exercise.

• Map the stated requirements to evidence

  Prepare a one-page summary of your relevant Honours bachelor’s and/or master’s degree, AI or machine-learning research experience, and publications. The posting specifically asks for fundamental AI research publications at top conferences such as ICML, NeurIPS, or ICLR.

• Prepare a research-paper walkthrough

  For a relevant publication, if you have one, prepare a brief explanation of the research question, your contribution, method, evidence, limitations, and next steps. This is interview preparation, not a stated presentation requirement.

• Rehearse a fundamental AI research discussion

  Choose an AI or machine-learning question you know well and outline a possible approach, comparison methods, and how you would test the result. The posting does not name a particular project or technique.

• Prepare an example of research collaboration

  Outline a project showing how you worked with a supervisor or research peers, including your own decisions and how you handled feedback. The advertised role involves working closely with a Principal Investigator and lab members.

• Draft questions about the lab’s projects

  Ask which research projects the assistant would join, how work is divided with the Principal Investigator and lab members, and what outputs are expected. These details are not specified in the posting.