The School of Computer Science and Engineering has a fixed-term prospect for a Postdoctoral Fellow / Senior Research Fellow to contribute to world-leading research in continual learning, computer vision, multimodal foundation models, and adversarial learning. Working on an exciting research project focused on developing continual and robust VLMs, you will investigate novel approaches to continual learning, model pre-training and post-training, with applications in multimodal understanding and reasoning. This is an outstanding opportunity to undertake high-impact research, collaborate with leading researchers and industry partners, and contribute to advancing the next generation of artificial intelligence technologies.

This position offers the opportunity to advance your scholarly research and professional activities on both national and international levels. You will contribute to the writing of scientific papers and reports for international journals, participate in conferences and workshops, supervise HDR students, and actively collaborate with industry partners.

Postdoctoral

Fellow (Level B) - AUD$133,065 to $156,864 per annum + 17% superannuation Senior Research Fellow (Level C, Step 1) – AUD$ 161,619 $ per annum + 17% superannuation Full time Fixed-term contract – ASAP start until March 2029 Australian citizenship required for project eligibility With strong industry engagement and partnerships across sectors, UNSW provides a unique environment where academic expertise translates into real‑world outcomes. The university is home to cutting‑edge research that drives innovation and societal progress, while its excellence in teaching ensures students are prepared to lead in their fields. For academics, UNSW offers an outstanding platform to flourish — combining world‑class facilities, collaborative networks,



and a culture of innovation that supports both career growth and meaningful contributions to the wider community.

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.

A PhD in Computer Science or a related discipline, and/or relevant work experience. Demonstrated track record in research, evidenced by publications in top-tier AI and CV conferences and journals, such as CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, TPAMI, TNNLS, with outcomes of high quality and high impact with clear evidence of the desire and ability to continually achieve research excellence as well as the capacity for research leadership. deep learning and/or computer vision vision language models Robust coding and software engineering skills.

Experience in handling multimodal data, especially videos, is required.

Experience with post-tuning and/or model editing of multimodal LLMs is preferred. High level communication skills and ability to network effectively and interact with a diverse range of students and staff. An understanding of and commitment to UNSW’s aims, objectives and values in action, together with relevant policies and guidelines.





Knowledge of health and safety responsibilities and commitment to attending relevant health and safety training. A PhD in Computer Science or a related discipline, and/or relevant work experience. Demonstrated track record in research, evidenced by publications in top-tier AI and CV conferences and journals, such as CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, TPAMI, TNNLS, with outcomes of high quality and high impact with clear evidence of the desire and ability to continually achieve research excellence as well as the capacity for research leadership. deep learning and/or computer vision vision language models Robust coding and software engineering skills.

Experience in handling multimodal data, especially videos, is required.

Experience with post-tuning and/or model editing of multimodal LLMs is required.

Experience in translating AI models developed in research into deployment is preferred An understanding of and commitment to UNSW’s aims, objectives and values in action, together with relevant policies and guidelines. Knowledge of health and safety responsibilities and commitment to attending relevant health and safety training. To be eligible, applicants must hold Australian citizenship and be able to work on‑site in Kensington.

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.

📌 Postdoctoral Fellow / Senior Research Fellow in Robust Vision Language Models (Toronto)
🏢 UNSW
📍 Toronto