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I wouldn’t assume it’s too late. This shift is happening fast, but most companies are still figuring out what “AI implementation” actually looks like in practice. There’s a lot of room for people who can translate between technical teams and business needs. That’s where I’m focusing.

The thing is, how do we know it is actually working? Big tech margins are not improving after 2+ years of AI boom.

I think there's still time to join, the bigger risk is how long will these specialist roles be around for?

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