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Research Fellow – Machine Learning for Self‑Organising Low‑Earth‑Orbit Satellite Networks

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The role involves researching intelligent, self‑organising satellite constellations using machine learning and algorithm design. You will develop open‑source simulation tools, lead research directions, and collaborate with international partners. A PhD and strong publication record, plus Python/MATLAB programming skills, are required.

Key Highlights
Lead research on autonomous LEO satellite networks using machine learning.
Develop and release an open‑source simulation and benchmarking platform.
Collaborate with global experts and supervise postgraduate research.
Key Responsibilities
Investigate how LEO satellites can operate as intelligent agents that learn and coordinate decisions under changing orbital and traffic conditions.
Combine machine learning, mathematical modelling, and algorithm design to enable autonomous operation of large satellite constellations.
Develop an open‑source simulation and benchmarking platform to evaluate methods under realistic network conditions.
Collaborate closely with senior researchers at Macquarie University and international partners from Korea University, Seoul National University, and Princeton University.
Shape research direction, generate original ideas, and lead contributions within the project.
Publish findings in leading journals and conferences and contribute to technical reporting.
Participate in postgraduate supervision and mentoring activities.
Technical Skills Required
Machine Learning Python Algorithm Design
Benefits & Perks
Annual salary $112,550‑$120,621 plus superannuation
Visa sponsorship available
Flexible work arrangements
Nice to Have
Knowledge of information theory and communication theory for wireless systems
Prior research experience in satellite communications or LEO networking
Experience applying machine learning to sequential decision‑making or multi‑agent coordination
Experience developing, validating, and documenting research simulation software
Interest in supervising and mentoring postgraduate research students

Job Description

  • Salary Package: $112,550 - $120,621 (Level A6-A8) per annum, plus 17% employer’s superannuation and annual leave loading. Appointment will be commensurate with qualifications, experience and research track record
  • Appointment Type: Full-time (35 hours per week), fixed-term appointment for 2 years, with a possibility of further renewal subject to funding
  • Location: Macquarie University, Wallumattagal Campus, North Ryde

The Role

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