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insights for teams & careers

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Hiring Advice

Before You Write That AI Engineer Job Ad, Ask Yourself This

AI Engineer is two jobs under one title. How to tell a Builder from an Enabler, what the market pays in Australia, and which one your next hire actually needs.

Sam Elderfield

Director & Co-Founder

Article

Rise Of The Forward Deployed Engineer

What a Forward Deployed Engineer actually does, what the role pays in Australia versus the US, and the kind of company that gets real value from hiring one.

Sam Elderfield

Director & Co-Founder

Article

Tips for Writing a Great CV That Gets Noticed By Your Dream Employee

A visually appealing, easy to navigate, customizable, and modern layout can help resumes stand out to recruiters and boost interview chances.

Piero Sansone

Director & Co-Founder

Hiring Advice

The 2026 ScaleUp Data Engineer Client Talent Market: An Insider's View

Client-facing Databricks talent briefing: market sizing, flight risk, cloud/tooling preferences, hiring costs, and a retention/attraction playbook.

Piero Sansone

Director & Co-Founder

Job Search Advice

The 2026 Candidate Data Engineering Landscape: What Are Your Skills Worth

Candidate-facing briefing on Senior Data Engineer salaries: talent scarcity stats, live salary bands, contract rates, and permanent vs. contracting comparisons.

Piero Sansone

Director & Co-Founder

Market Reports

AI Engineering in Australia - Market Intelligence Report (2026)

Market-sizing report on AI Engineers in Australia: demand drivers, hiring hubs, in-demand skills, TAM/SAM/SOM breakdown, salary benchmarks, and hiring recommendations.

Piero Sansone

Director & Co-Founder

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Build Stronger Teams Build a Stronger Future

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