Job Search

Applicant Login

Postdoctoral Fellow in Generative Agents and LLMs

Apply now Job no: 525908
Work type: full time
Location: Sydney, NSW
Categories: Post Doctoral Research Associate, Senior Research Associate

The Opportunity

The School of Computer Science and Engineering has an opportunity for a Postdoctoral Fellow in Generative Agents and LLMs. In this role you will carry out activities to develop their research expertise relevant to the field of deep learning and Large Language Models (LLMs). The research and development will be focused towards developing a multi-agent simulation with generative AI and LLMs, in the new ADM+S signature project ‘Generative AI Simulation’, funded by the ARC Centre of Excellence for Automated Decision Making and Society (ADM+S). This project will investigate a hybrid decision-making system, leveraging cooperative knowledge from multiple stakeholders through socio-technical observations, and knowledge priors in LLMs and open datasets. It will develop a novel suite of generative and data-driven simulations, useful for depicting current and future urban scenarios, including in mobility, urban policymaking, and health domains.

In this role, you’ll have the exciting opportunity to advance your scholarly research and professional endeavours both nationally and internationally. Your contributions will include publishing scientific papers and reports in international journals, actively participating in conferences and workshops, collaborating closely with industry partners, and taking on roles as a co-investigator or chief investigator in competitive grant applications. Additionally, you’ll play a mentoring role, guiding students and colleagues while contributing to the development of the next generation of academics.

This role reports to Professor Flora Salim and has no direct reports.

  • Salary, Level B, Step 1 - AUD$123,620 per annum + 17% superannuation
  • Full time
  • Fixed-term contract – 3 years
  • Location: Kensington – Sydney, Australia

About UNSW

UNSW isn’t like other places you’ve worked. Yes, we’re a large organisation with a diverse and talented community; a community doing extraordinary things. But what makes us different isn’t only what we do, it’s how we do it. Together, we are driven to be thoughtful, practical, and purposeful in all we do. If you want a career where you can thrive, be challenged and do meaningful work, you’re in the right place.

The School of Computer Science and Engineering is one of the largest and most prestigious schools of computing in Australia. It offers undergraduate programmes in Software Engineering, Computer Engineering, Computer Science, and Bioinformatics, as well as a number of combined degrees with other disciplines. Our research and teaching staff are world leading and world building as they advance knowledge and learning. For more information on our school go to the following link - https://www.unsw.edu.au/engineering/our-schools/computer-science-and-engineering

Skills and Experience

  • A PhD in a related discipline, and/or relevant work experience. 
  • Demonstrated track record in research, evidenced by publications in top-tier AI and ML conferences and high impact journals, such as NeurIPS, ICLR, ICML, CVPR, KDD, ACL, EMNLP, TPAMI, TNNLS, TMLR, AAAI, leading to high quality outcomes
  • Strong experience in the following areas: deep learning and/or reinforcement learning and LLMs
  • Experience in developing benchmarks, testbed, or simulation.
  • Robust coding and software engineering skills
  • Demonstrated ability to work in a team, collaborate across multiple disciplines and build effective relationships across organisational units.

Additional details about the specific responsibilities for this position can be found in the position description. This is available via JOBS@UNSW.

To Apply:

Please click the apply now button and submit your CV, Cover Letter and document with your responses to the key Skills and Experience listed above. As part of your application we also request that you please provide a research proposal and plan (no more than 2 pages) in response to the project description as per the following link https://www.admscentre.org.au/genaisim-simulation-in-the-loop-for-multi-stakeholder-interactions-with-generative-agents/

Please note applications will not be accepted if sent to the contact listed below.

Contact:

Eugene Aves – Talent Acquisition Consultant

E: eugene.aves@unsw.edu.au

Applications close: 11:55 pm (Sydney time) on Tuesday 6th August 2024

UNSW is committed to evolving a culture that embraces equity and supports a diverse and inclusive community where everyone can participate fairly, in a safe and respectful environment. We welcome candidates from all backgrounds and encourage applications from people of diverse gender, sexual orientation, cultural and linguistic backgrounds, Aboriginal and Torres Strait Islander background, people with disability and those with caring and family responsibilities. UNSW provides workplace adjustments for people with disability, and access to flexible work options for eligible staff. The University reserves the right not to proceed with any appointment.

Position Description

Advertised: AUS Eastern Standard Time
Applications close: AUS Eastern Standard Time

Back to search results Apply now Refer a friend

Job Search

Refine Search