Skill · Specialist task · Data
Tracked since June 2024
Machine learning in All Australia
Building models that learn patterns from data.
Also searched as ml, predictive modelling, scikit-learn
Right now
12-month change
Up+15%8,378 → 9,660 ads
Job ad aggregate
- 4 wk
- Up+15%777 → 891 ads
- Entry
- 10.5%94 of 891 ads
Statistics
- Demand891job ads in 28 daysJob ads
- 4-week changeUp+15%777 → 891 adsJob ads
- 12-month changeUp+15%8,378 → 9,660 adsJob ads
- Entry-level share10.5%94 of 891 adsJob ads
- No PR stated66.0%588 of 891 adsJob ads
- Employers hiring271top 5 post 18.3%Job ads
- Median salary$140k4,250 of 9,660 adsJob ads
4 more measuresFewer measures
Advanced measures are noisier or easier to misread. Open the ⓘ next to each before leaning on it.
Composition
Roles that ask for Machine learning
- 85%85% of Machine Learning Engineer ads mention Machine learning.
- 75% of Data Scientist ads mention Machine learning.
Data ScientistData
75%
Co-occurrence
Often asked for together
- Oftenasked for in the same ads most of the time
- PyTorchLLM engineeringStatistics
- Sometimesa common pairing in some roles
- PythonApache Spark
- Occasionallyshows up together now and then
- SQLRustKubernetes
Location
Where the ads are
- New South Wales331 · 37.2%
- Victoria257 · 28.9%
- Queensland111 · 12.5%
- Western Australia75 · 8.4%
- Australian Capital Territory66 · 7.4%
- South Australia34 · 3.8%
- Tasmania12 · 1.3%
- Northern Territory4 · 0.45%
890 ads in the last four weeks under your filter, by state or country.
Before you decide
Demand is only one input
Learning effort
A year or more
Usually a year or more, often through a degree major or sustained project work.
Transferability
Moderate
Carries over to several related roles.
Rising ads don’t mean you should learn this.
Your interests, the time you have and what people in the work tell you matter more. Effort and transferability are editorial estimates, not measurements.
Next step