Spatio-temporal forecasting Jobs at Australian Universities

Research Associate in Spatio-Temporal ML

The University of New South Wales (UNSW Sydney) Kensington – Sydney, Australia Similar Jobs

Closing: 27-Oct-2024 Expired

Dates

Location

Salary

Responsibilities

Conduct research in the field of Machine Learning, Fairness and Bias in AI, and Spatio-Temporal Forecasting.
Publish scientific papers and reports in international journals.
Participate in conferences and workshops.
Collaborate closely with industry partners.

Requirements

A PhD in a related discipline, and/or strong research experience in one or more of the following: Spatio-temporal modelling / data mining, Deep learning, self-supervised learning, data-efficient learning, Imbalanced learning, ML bias, Dealing with highly sparse and biased data.
Proven commitment to proactively keeping up to date with discipline knowledge and developments.
Demonstrated ability to undertake high quality academic research and conduct independent research with limited supervision.
Demonstrated track record of top-tier publications and conference presentations relative to opportunity, particularly in highly prestigious Q1 journals and conferences in AI, machine learning, and data mining, statistical ML, and/or spatial epidemiology research.
Strong coding capabilities in running ML and data analytics experiments.
Strong interests in the digital, technical, and societal aspects of public health research domain.
Demonstrated ability to work in a team, collaborate across disciplines and build effective relationships.
Evidence of highly developed interpersonal skills.
Demonstrated ability to communicate and interact with a diverse range of stakeholders and students.
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.

Benefits

Opportunity to advance scholarly research and professional endeavours both nationally and internationally.
Access to a diverse and talented community at UNSW.
Engagement in meaningful work that contributes to reducing bias in AI models.

Notes

Applicants must have working rights in Australia and be able to be on site in Kensington regularly.
Applications will not be accepted if sent to the contact listed below.