UNSW · 3 days ago
Research Associate / Senior Research Associate in TimeSeries
New Haven, CT
Full-time
Onsite
Mid, Senior Level
AU$114K/yr - AU$122K/yr
1+ years expUNSW is one of the largest and most prestigious schools of computing in Australia, and they are seeking a Research Associate/Senior Research Associate to develop LLMs for time-series reasoning. The role involves conducting research, writing scientific papers, supervising students, and collaborating with industry partners.
Higher Education
No H1B
Responsibilities
Contribute to the writing of scientific papers and reports for international journals
Participate in conferences and workshops
Supervise HDR students
Actively collaborate with industry partners
Qualification
Required
A PhD (or soon to be awarded) in a related discipline, and/or relevant work experience
Demonstrated track record in research, evidenced by publications in top-tier AI and ML conferences, such as CVPR, ICCV, ECCV, NeurIPS, ICLR, ICML, 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
Strong experience in time-series analysis and LLMs/VLMs post-tuning and reasoning
Experience in time-series causal modelling is preferable although not mandatory
Experience in developing comprehensive benchmarks
Robust coding and software engineering skills
A strong practice of maintaining open-source code repository
Demonstrated ability to work in a team, collaborate across disciplines and build effective relationships
Evidence of highly developed interpersonal skills
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 a related discipline, and/or relevant 1–2-year work experience post PhD
Experience in handling multimodal data, especially time-series and text, is required
Proven commitment to proactively keeping up to date with discipline knowledge and developments
A track record of significant involvement with the profession and/or industry
High level communication skills and ability to network effectively and interact with a diverse range of students and staff
Ability to build effective networks with colleagues
Ability to generate alternative funding and/or industry projects through effective liaison with external local and international researchers, industry and government
Benefits
17% superannuation
Company
UNSW
The University of New South Wales (UNSW) is one of Australia's leading research and teaching universities.
5001-10000 employees
Funding
Current Stage
Late StageRecent News
News-Medical.Net
2025-12-19
BiometricUpdate.com
2025-11-09
2025-10-18
Company data provided by crunchbase