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Market signals

Brewdex

Role · Data

Industry title — no single ANZSCO code

Data Engineer in All Australia

Builds the pipelines and warehouses that analysts and models depend on.

Also searched as analytics engineer, etl developer

Right now

No PR stated
62.1%364 of 586 ads
Job ad aggregate
12 mo
Up+15%5,572 → 6,394 ads
Entry
21.5%126 of 586 ads
  • 12-month changeUp+15%5,572 → 6,394 ads
    Official
  • Demand586job ads in 28 days
    Job ads
  • 4-week changeUp+12%524 → 586 ads
    Job ads
  • Entry-level share21.5%126 of 586 ads
    Job ads
  • No PR stated62.1%364 of 586 ads
    Job ads
  • Employers hiring174top 5 post 16.0%
    Job ads
  • Median salary$134k2,813 of 6,394 ads
    Job ads
5 more measures

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

  • Salary range$96k–$177k2,813 of 6,394 ads
    Job ads
  • Remote or hybrid48.0%281 of 586 ads
    Job ads
  • Contract share22.0%129 of 586 ads
    Job ads
  • Skills per ad1010 skills per ad
    Job ads
  • Volatility0.060.06 (steady below 0.15)
    Job ads

Advertised pay

What ads for this role offer

Median

$134ka year

2,813 of 6,394 ads in the last 12 months state a salary (44.0%).

Job ad aggregate
Middle 80% of advertised salaries
One in ten ads offers less than $96k; one in ten offers more than $177k. The middle ad offers $134k.

Advertised base salary, not total pay. Senior roles state pay less often, so the real range is likely wider.

Top holdings

What these ads ask for

The skills that make up this role: the share of Data Engineer ads that mention each one. An ad usually asks for several skills, so shares add up to more than 100%.

  • SQLData

    in 85% of these ads
    85% of Data Engineer ads mention SQL.
  • PythonLanguages

    in 70% of these ads
    70% of Data Engineer ads mention Python.
  • AWSCloud & infrastructure

    in 50% of these ads
    50% of Data Engineer ads mention AWS.
  • Apache SparkData

    in 45% of these ads
    45% of Data Engineer ads mention Apache Spark.
  • AirflowData

    in 40% of these ads
    40% of Data Engineer ads mention Airflow.
  • dbtData

    in 35% of these ads
    35% of Data Engineer ads mention dbt.
  • AzureCloud & infrastructure

    in 35% of these ads
    35% of Data Engineer ads mention Azure.
  • DockerCloud & infrastructure

    in 30% of these ads
    30% of Data Engineer ads mention Docker.
  • TerraformCloud & infrastructure

    in 20% of these ads
    20% of Data Engineer ads mention Terraform.
  • RustLanguages

    in 5% of these ads
    5% of Data Engineer ads mention Rust.

Location

Where the ads are

  • New South Wales224 · 38.2%
  • Victoria168 · 28.7%
  • Queensland75 · 12.8%
  • Western Australia46 · 7.8%
  • Australian Capital Territory36 · 6.1%
  • South Australia25 · 4.3%
  • Tasmania8 · 1.4%
  • Northern Territory4 · 0.68%

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

Everyday abilities

Core competencies

How much of each everyday ability Data Engineer work typically calls for. Every job uses these, so we don’t track demand for them.

Illustrative — based on the ASC core competency scale · Levels run from 1 (basic) to 10 (highly complex) and describe how much of each ability the work calls for. They are not a judgement of any person.

Framework: Australian Skills Classification, Jobs and Skills Australia · What core competencies are

Before you decide

Demand is only one input

Time to get job-ready

A year or more

Usually a year or more of study and experience, often through a specific degree or graduate program.

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 does this job.

Where these numbers come from

Sources
Official statisticsOccupation vacancy series (illustrative fixture)Job ad aggregateJob ads (illustrative fixture)
Last updated
21 September 2026 at 7:05 pm
Tracked since June 2024
Sample
586 ads in the last 28 days under this filter
We need at least 30 ads before showing a number or drawing a trend.
Method
How “No PR stated” is measuredAll measures and where they applyData sources and extraction method

Numbers in this preview are generated to behave like the real pipeline. They are not real market signals.