Technology

Data Engineer

🇺🇸 US 🇬🇧 UK 🇦🇺 AU 🇨🇦 CA

Live job postings

1,861

as of 15 Aug 2026

Demand index

0.92%

% of all job postings

Median salary

$140k

$140,000

Salary range

$100k – $140k

$100,000 – $140,000

Trend analysis & outlook

The Australian data engineer market, currently showing 1,790 active job postings with a median annual salary of approximately $140,000, experienced a dramatic drop from over 154,000 postings in late 2025 to below 2,000 by mid-2026, though this likely reflects a shift in data collection methodology rather than a real collapse. The hot index rose steadily from 40 in August 2025 to 89 by April 2026, signaling sustained high demand per role even as posting numbers fell, before dropping to 59 in June 2026. Recent news underscores that data engineering is converging with data security and cloud platform engineering, making cross-skilling in AWS EMR and secure data management a strategic move. Over the next 6–12 months, competition for senior data engineers with security and cloud expertise will intensify, while entry-level roles may become harder to find without demonstrable project work in modern tooling. The outlook remains strong for professionals who actively upskill into architect-level responsibilities and data governance.

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Salary distribution

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Core skills employers ask for

SQLPythonApache SparkAWS (including EMR)Data Warehouse Design (e.g., Snowflake, Redshift)ETL/ELT Pipeline DevelopmentScala or JavaData ModelingData Security FundamentalsCloud Infrastructure (Terraform, Docker)

AI impact on this career

AI is automating routine data pipeline testing, monitoring, and simple transformation logic, pushing data engineers to focus on architecture, data quality, and security rather than code-heavy ETL. Tools leveraging large language models can now generate initial data integration scripts, but human oversight remains critical for complex, business-specific logic. The rise of AI-powered data catalogs and observability platforms is reducing time spent on manual data discovery and debugging. Overall, the role is shifting from 'building pipes' to 'orchestrating reliable, secure data ecosystems that feed AI models.' Mastering AI tooling and security best practices is becoming a differentiator.

What's happening in the market

The Australian data engineer market is being reshaped by a growing emphasis on data security specialization (see 'Data Security Engineer' guide) and the need to integrate with cloud-native tools like AWS EMR, as highlighted in recent articles. Self-study roadmaps and career guides confirm the role's strong salary potential (~$140k median) and the importance of structured learning paths for career switchers.

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