In-Demand Faculty Jobs in Chadstone, Vic

PhD Scholarship in Multimodal Federated Learning and Medical Image Analysis
Monash University —Clayton VIC
- Full-time
- Data analysis skills
- English
- Research
Monash Education PhD Scholarship: Hitting the limits - Intersectional sexisms in Australian universities
Monash University —Clayton VIC
- Full-time
- Research
- University
- Education
GPiT Registrar Liaison Officer - South Eastern NSW
The Royal Australian College of General Practitioners (RACGP) —East Melbourne VIC
- $119,646.80 a year
- Part-time
- Hybrid work
- Communication skills
Senior Academic Programs Coordinator
University of Melbourne —Parkville VIC
- $7 - $120,453 a year
- Full-time
- Research
- Administrative experience
- Leadership
- Health insurance
- Parental leave
8d
PhD Scholarship Opportunity - Processing intelligence for green metals using in situ X-ray characterisation and machine learning
Monash University —Clayton VIC
- Full-time
- Engineering
- English
- Research
PhD Scholarship in climate displacement in Australia
Monash University —Clayton VIC
- Full-time
- English
- Research
- Master's degree
14d
Graduate Research Coordinator
University of Melbourne —Parkville VIC
- $7 - $120,453 a year
- Full-time
- Research
- Microsoft Office
- Administrative experience
- Health insurance
- Parental leave
1d
GPiT Registrar Liaison Officer - Metro East VIC
The Royal Australian College of General Practitioners (RACGP) —Melbourne VIC
- $119,646.80 a year
- Part-time
- Hybrid work
- Communication skills
Lecturer / Senior Lecturer in Operations Research
University of Melbourne —Parkville VIC
- $124,656 - $176,065 a year
- Full-time
- Doctoral degree
- Master's degree
- Education
- Health insurance
- Parental leave
11d
Registrar Liaison Officer (Tasmania)
The Royal Australian College of General Practitioners (RACGP) —East Melbourne VIC
- $116,623.52 a year
- Part-time
- Hybrid work
- Communication skills
Lecturer/Senior Lecturer in Geoscience
Monash University —Clayton VIC
- $150,841 - $173,931 a year
- Full-time
- Hybrid work
- University
- Teaching
- Health insurance
Research Assistant- LiFT-CD Study
University of Melbourne —Parkville VIC
- $87,266 - $118,416 a year
- Part-time
- Blood sampling
- Research
- Databases
- Health insurance
- Parental leave
3d
Lecturer / Senior Lecturer - Department of Materials Science and Engineering
Monash University —Clayton VIC
- $150,841 - $173,931 a year
- Full-time
- Hybrid work
- Doctoral degree
- Engineering
- Research
Student Recruitment and Admissions Officer
Holmesglen Institute —Melbourne VIC
- $70,975 - $77,063 a year
- Contract
- Customer service
- Microsoft Office
- University
- Employee assistance program
Quick Apply
10d
Coordinator, Digital Marketing
Deakin University —Melbourne VIC
- $110,171 - $121,309 a year
- Full-time
- Hybrid work
- University
- Work from home
- Parental leave
8d
AI PhD Opportunity: Foundation Models for Brain Data
Monash University —Clayton VIC
- Full-time
- Laboratory
- Doctoral degree
- Research
1d
PhD Scholarship in Catalysis
Monash University —Clayton VIC
- Full-time
- Engineering
- English
- Research
Research Fellow in Inorganic Chemistry
University of Melbourne —Parkville VIC
- $87,266 - $118,416 a year
- Full-time
- Doctoral degree
- Research
- University
- Health insurance
- Parental leave
PhD Scholarship (Industry) - Privacy-Preserving AI for Human-Centric Video Analytics
Monash University —Clayton VIC
- Full-time
- Computer science
- Research
- Master's degree
1d
Casual Subject Coordinator, Supportive and Palliative Care Subject
University of Melbourne —Parkville VIC
- $179.82 - $215.04 a month
- Full-time
- Doctoral degree
- Master's degree
- Communication skills
- Health insurance
- Parental leave
7d

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PhD Scholarship in Multimodal Federated Learning and Medical Image Analysis

Monash University -
Clayton VIC

Apply Now

Job Details

Full-time

Qualifications

EHR systems
Computer vision
Data analysis skills
English
Research
Master's degree
Machine learning
AI
Communication skills

Full Job Description

The Opportunity

Expressions of interest are sought from outstanding candidates for PhD study in the Department of Data Science and Artificial Intelligence at the Faculty of IT, Monash University.

As part of this scholarship, the successful candidate will develop novel federated learning and multimodal deep learning models for healthcare. The project will focus on enabling privacy-preserving learning from distributed healthcare data sources, including longitudinal medical imaging, electronic health records, pathology, and other clinical data. The candidate will investigate novel approaches for multimodal representation learning, foundation model adaptation, and federated learning to improve disease diagnosis, risk prediction, and clinical decision support. Applications will include chronic diseases such as cancer, diabetes, and rheumatoid arthritis. This research forms part of the National Infrastructure for federated learNing in DigitAl health (NINA), a national initiative aimed at advancing privacy-preserving AI infrastructure and analytics for healthcare across Australia.

The candidate will be supervised by Dr Yasmeen George ([email protected]), and will work closely with collaborators across medicine, healthcare organisations, and industry partners.

Candidate Requirements

As the successful candidate, you will:

Have a relevant Honours or Masters degree with H1 or equivalent;
Meet the eligibility criteria for PhD candidature at Monash University. You can check the minimum entry requirements for the PhD. Applicants must also satisfy Monash’s English Language Proficiency requirements;
Demonstrate knowledge of machine learning, medical image analysis, computer vision, federated learning, foundation models, adaptation techniques, multimodal learning, longitudinal image analysis or related areas, evidenced through coursework, research projects or publications;
Have experience with Python programming and the use of high-performance computing infrastructure for AI research;
Have excellent written and verbal communication skills;
Have the ability to work independently, as well as part of a team;
Have the ability to plan, organise, manage multiple tasks and meet deadlines;
Have analytical thinking, data analysis and critical problem-solving skills; and
Be enrolled full time and on campus. Applicants who already hold a PhD will not be considered.

Application Process

To apply for this position please follow the steps below:

Submit an Expression of Interest (EOI) to Dr Yasmeen George ([email protected])

Candidates should include the following when submitting an EoI:

A cover letter not exceeding 500 words that includes a brief statement of suitability and why you are interested in pursuing a PhD in this research project/area.
A curriculum vitae, including a list of any published works, conference presentations and relevant work experience
A full statement of academic record, supported by scanned copies of relevant certified documentation
A copy of the applicant’s honours or master thesis
Contact details of two academic referees

EOIs should be sent via email to [email protected], preferably as a single PDF attachment. Please use subject line: “EOI-[your name]-NINA-PhD”.

Shortlisted candidates will be interviewed (over Zoom if necessary). The interviews will be conducted in English.

Submit a PhD candidature application

The successful candidate will be invited to submit a full application for Monash PhD candidature.

Enquiries: Dr Yasmeen George, [email protected]

Applications Close: Monday 31 August 2026, 11:55pm AEST

Supporting a diverse workforce

Apply Now

Refine Your Search

faculty jobs in chadstone, vic

PhD Scholarship in Multimodal Federated Learning and Medical Image Analysis

Monash Education PhD Scholarship: Hitting the limits - Intersectional sexisms in Australian universities

GPiT Registrar Liaison Officer - South Eastern NSW

Senior Academic Programs Coordinator

PhD Scholarship Opportunity - Processing intelligence for green metals using in situ X-ray characterisation and machine learning

PhD Scholarship in climate displacement in Australia

Graduate Research Coordinator

GPiT Registrar Liaison Officer - Metro East VIC

Lecturer / Senior Lecturer in Operations Research

Registrar Liaison Officer (Tasmania)

Lecturer/Senior Lecturer in Geoscience

Research Assistant- LiFT-CD Study

Lecturer / Senior Lecturer - Department of Materials Science and Engineering

Student Recruitment and Admissions Officer

Coordinator, Digital Marketing

AI PhD Opportunity: Foundation Models for Brain Data

PhD Scholarship in Catalysis

Research Fellow in Inorganic Chemistry

PhD Scholarship (Industry) - Privacy-Preserving AI for Human-Centric Video Analytics

Casual Subject Coordinator, Supportive and Palliative Care Subject

I want to receive the latest job alert for faculty in chadstone, vic

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