Accredited courses from leading Australian universities, TAFEs and colleges
Qualification Level
Accredited courses from leading Australian universities, TAFEs and colleges
A Machine Learning Engineer builds the models and systems that let software learn from data. This role links software engineering with data and statistics. It sits at the core of how organisations use data to make better decisions.
Most roles call for a bachelor’s degree in computer science, data science, maths, or a related field. A postgraduate degree strengthens a candidate’s fit for senior positions. A Master of Data Science or Master of AI is well regarded by employers. Membership with the Australian Computer Society (ACS) adds further credibility.
Key tasks include cleaning data, picking and training models, checking their output, and shipping them to production. Engineers also monitor live models and retrain them as new data comes in. The role calls for deep technical skill and the ability to explain results to business teams.
Jobs and Skills Australia flags Machine Learning Engineering as an emerging role. Job ads grew strongly between 2018 and 2022 (Jobs and Skills Australia, 2022). Those with postgraduate degrees and proven project work are well placed for senior roles. Finance, tech, health, and the public sector all have strong demand.
Laura Atkinson is an Account Management and SEM specialist at Course Finder Group with six years' experience in the Australian education sector. She works day to day with universities, TAFEs and independent training providers, which gives her a close view of how courses map to real career outcomes. She writes practical guidance on career pathways, choosing the right qualification and what to expect when moving into a new field.
