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Market signals

Brewdex

Skill · Specialist task · Data

Tracked since June 2024

LLM engineering in All Australia

Building products on large language models: prompts, retrieval, evaluation.

Also searched as large language models, genai, generative ai, llms, rag

Right now

Skill premium
+12%+12% vs same roles without it
Job ad aggregate
4 wk
Up+28%280 → 357 ads
Entry
9.0%32 of 357 ads
More ads than 4 weeks ago

280 → 357 ads in four weeks (Up +28%)

Why this is flagged: the change is at least 25% and at least 10 ads, and there are enough ads to trust it. A signal describes the market — it doesn’t tell you what to learn.

Ask someone what’s behind it
  • Demand357job ads in 28 days
    Job ads
  • 4-week changeUp+28%280 → 357 ads
    Job ads
  • 12-month changeUp+55%1,916 → 2,974 ads
    Job ads
  • Entry-level share9.0%32 of 357 ads
    Job ads
  • No PR stated70.3%251 of 357 ads
    Job ads
  • Employers hiring130top 5 post 20.7%
    Job ads
  • Median salary$144k1,309 of 2,974 ads
    Job ads
4 more measures

Advanced measures are noisier or easier to misread. Open the ⓘ next to each before leaning on it.

  • Skill premium+12%+12% vs same roles without it
    Job ads
  • Remote or hybrid54.1%193 of 357 ads
    Job ads
  • Contract share22.1%79 of 357 ads
    Job ads
  • Volatility0.170.17 (steady below 0.15)
    Job ads

Composition

Roles that ask for LLM engineering

Co-occurrence

Often asked for together

Oftenasked for in the same ads most of the time
PyTorchMachine learning
Sometimesa common pairing in some roles
PythonStatistics
Occasionallyshows up together now and then
RustApache SparkKubernetesDocker

Location

Where the ads are

  • New South Wales137 · 38.1%
  • Victoria115 · 31.9%
  • Queensland44 · 12.2%
  • Western Australia25 · 6.9%
  • Australian Capital Territory17 · 4.7%
  • South Australia15 · 4.2%
  • Tasmania4 · 1.1%
  • Northern Territory3 · 0.83%

360 ads in the last four weeks under your filter, by state or country.

Before you decide

Demand is only one input

Learning effort

Months

Expect a few months of regular practice, ideally on a real project, before you can use it at 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

Numbers only go so far. Ask someone who uses LLM engineering.