5 AI roles that companies can't fill fast enough right now.

The bottleneck isn't compensation.

It's that most hiring managers don't know what these roles actually do — which makes it nearly impossible to evaluate the right candidate, let alone find one.

Swipe through to see what each role actually requires, why the talent pool is so thin, and where these people actually spend their time.

If any of these are on your open requisitions; happy to talk through what a real search looks like.

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The 40/40/20 model is reshaping how the best technical teams get built.