AI Engineer Hiring in Australia: Why Platform Maturity Has to Come Before Headcount

You approved the AI Engineer role three months ago. Strong hire. Production ML background, enterprise experience, interviewed well. They’ve spent every week since then cleaning data, chasing pipeline owners, and attending governance meetings that should have existed before they joined. The AI roadmap they were hired to drive hasn’t started. This isn’t a bad hire. It’s a misdiagnosis. You didn’t have an AI capability…

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