Latest Industry Insights

If you're a strong AI engineer, the hardest question isn't whether you'll move up — it's which direction "up" actually means. In most established fields the ladder is well worn. In AI, the roles above you are still being invented, the titles aren't standardised, and nobody can point to a twenty-year veteran who's done exactly what you're about to do. That's unsettling. It's also an opportunity: the path isn't crowded, and the people who navigate it deliberately move fast.

Every week I speak with companies certain of two things: they need AI talent urgently, and they want someone who's done it all before. The brief usually reads the same — "extensive experience," "proven track record," "deep expertise in production AI systems." Reasonable, on the surface. But look at the calendar and it quietly falls apart.

Every week another Australian business decides it needs an "AI Lead." Far fewer know what that person should actually do, what to pay them, or how to tell a genuine operator from a confident talker. Get this hire right and you set the ceiling on your entire AI strategy. Get it wrong and you quietly burn six to twelve months you can't get back.

As AI tools flood into Australian workplaces, a new role keeps appearing on org charts: the AI Enablement Manager. It's one of the most misunderstood positions in modern business — often confused with an AI engineer, a trainer, or an IT lead. In reality, it's none of those. Here's what the role actually involves, and why more businesses are creating it.

Something's changed in the briefs. Until recently, the default motion for AI hiring was contract. It made sense — the work was project-shaped, budgets were cautious, and nobody wanted to commit permanent headcount to a capability they were still figuring out. Bring someone in, ship the pilot, see what happens.

If you're recruiting for AI roles right now, you've probably noticed something frustrating: two companies can advertise the exact same job title and be looking for completely different people.