Millennium Live | A Leadership & Discovery Podcast
Aug 10, 2026 · 29 min · 12 segments
Skills-based hiring, skills taxonomies, and AI-powered talent strategies are transforming HR—but there’s a foundational problem many organizations are overlooking: **skills are only useful when…
I mean, I think I want to talk a little bit about why skills initiatives are failing, as you mentioned in the intro.
For that, I think we need to back up a little bit because skills-based hiring is, you know, it's been one of these major trends for years now.
They want real internal career paths to help their best people stop leaving, so retention.
And AI made it technically possible to map skills at scale, which just wasn't nearly as feasible three years ago.
So you've got the demands, the data, and now the tools, and money is pouring into it.
Everybody bought the furniture before they built the house is the example I think of.
So, I mean, what does this failure actually look like in reality in the middle of 2026 here? And if so, why does this keep happening?
So we, JD Expert, we surveyed around just over 225 senior HR leaders for our report called the State of Job and Skills Data Governance, which you can go read on our website.
These were ones that had skills inventoried for the vast majority of the roles, over 80% or so.
90, almost 93% of those organizations are planning a major governance overhaul in the next 12 to 18 months.
So just thinking about what that means, it means that the companies that finish the race for skills are lining up to run it again, which seems kind of strange, especially after they've invested so much time and money.
But what we're learning is they've built the inventory, they've looked at what they had, and they realize coverage without governance is just, well, technical debt in more engineering term.
I mean, I think I want to talk a little bit about why skills initiatives are failing, as you mentioned in the intro.
For that, I think we need to back up a little bit because skills-based hiring is, you know, it's been one of these major trends for years now.
They want real internal career paths to help their best people stop leaving, so retention.
And AI made it technically possible to map skills at scale, which just wasn't nearly as feasible three years ago.
So you've got the demands, the data, and now the tools, and money is pouring into it.
Everybody bought the furniture before they built the house is the example I think of.
So, I mean, what does this failure actually look like in reality in the middle of 2026 here? And if so, why does this keep happening?
So we, JD Expert, we surveyed around just over 225 senior HR leaders for our report called the State of Job and Skills Data Governance, which you can go read on our website.
These were ones that had skills inventoried for the vast majority of the roles, over 80% or so.
90, almost 93% of those organizations are planning a major governance overhaul in the next 12 to 18 months.
So just thinking about what that means, it means that the companies that finish the race for skills are lining up to run it again, which seems kind of strange, especially after they've invested so much time and money.
But what we're learning is they've built the inventory, they've looked at what they had, and they realize coverage without governance is just, well, technical debt in more engineering term.
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