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·4 min read·Adam Roozen

How to hire for the AI era

The skills that mattered in 2020 aren't the skills that'll matter in 2027.

The most common question I get from executive teams navigating the AI transition isn't about technology. It's about talent. Who do we need? How do we find them? What should we stop hiring for?

The most important hire in the AI era isn't a Chief AI Officer. It's leaders who understand what AI can and can't do, who can define meaningful problems, and who manage toward outcomes rather than outputs.

The framing problem

Most organizations are trying to hire for AI by adding 'AI' to job descriptions. AI Marketing Manager, AI Product Lead, AI Operations Specialist. This treats AI as a specialty when it's becoming a baseline capability. The question isn't who specifically owns AI. It's what the entire organization needs to be able to do.

What actually matters

The ability to work with incomplete information and make decisions despite uncertainty. Strong judgment about when to trust an AI system and when to override it. The ability to define problems precisely, because vague inputs produce vague outputs. And cross-functional fluency: translating between technical capabilities and business needs.

What matters less than it used to

Specific tool proficiency, because the tools are changing faster than tenure cycles. Domain knowledge that lives in human memory and that AI can now store and retrieve better. Repetitive analytical work that AI handles faster and often more accurately.

The leadership implication

Look, the most important hire in the AI era isn't a Chief AI Officer. It's leaders at every level who understand what AI can and can't do, who can define meaningful problems, and who manage toward outcomes rather than outputs. That's a different profile than most organizations are currently selecting for.

How I think about it

When I'm advising organizations on talent, I focus on two questions: Are your current leaders developing the judgment to work with AI systems effectively? And are you promoting people who understand how to create value with technology, rather than people who can execute a defined process? The answers reveal more about organizational readiness than any technology assessment.

Written by

Adam Roozen

Strategic Advisor. AI Strategy, Digital Commerce, Technology Transformation

Nearly 30 years of operating experience · Walmart · Sam's Club · Echidna

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