Industry Experience… or the Ability to Learn?

Observation

Recently, an executive recruiter described me as “industry agnostic.”

I had to stop and think about that for a moment.

Not because industry experience isn’t important, clearly it can be, but because the phrase raises an interesting question that comes up often in hiring conversations:

When does industry experience actually matter?

And maybe just as important:

When might it matter less than we assume?

A Pattern That Shows Up in Organizations

In highly technical roles, industry depth can be essential. Engineers, scientists, regulatory specialists, and others working deep in a discipline often rely on years of accumulated knowledge and experience that simply can’t be substituted.

But as roles move toward broader leadership responsibility, something else starts to matter more: the ability to recognize patterns in systems.

Operations, supply chains, commercial execution, financial discipline, and organizational culture show up in every industry. The details change, but the underlying dynamics are often surprisingly similar.

Leaders who have worked across different environments sometimes develop a habit of asking simple questions:

• Why is this process done this way?
• Is this a real constraint… or simply the way it has always been done?
• What would this look like if we approached it differently?

Those questions aren’t always comfortable, or in my experience immediately welcomed, but they can surface useful perspective.

The Balance Most Organizations Try to Find

Organizations sometimes swing to extremes when thinking about industry experience.

One extreme is over-indexing on it, assuming long tenure in the same industry automatically translates to stronger judgment or leadership.

The other extreme assumes leadership skills transfer seamlessly, and industry context doesn’t matter very much.

In reality, most organizations benefit from some balance.

Industry experience can shorten learning curves and build credibility quickly. But deep familiarity can also reinforce existing assumptions.

Conversely, leaders entering from outside an industry may bring fresh perspective, but they also need humility and curiosity to learn quickly from the people who understand the work most deeply.

It’s a balance that hiring teams are constantly trying to calibrate.

What makes this topic even more interesting today is the growing role of AI in evaluating candidates.

Rather than simply screening for industry labels, AI tools can increasingly analyze patterns across a person’s career:

• How often have they stepped into new environments?
• How quickly have they helped drive measurable improvement?
• What types of systems or organizations have they helped strengthen?

In other words, the conversation may gradually shift away from where someone has worked toward what they consistently improve.

AI won’t replace human judgment, but it may have the potential to broaden the lens.

A Personal Reflection

Being described as “industry agnostic” made me reflect on something I’ve tried to carry throughout my career:

Learning never really stops.

Every organization operates a little differently. Markets shift. Technology evolves. Teams change.

The work is rarely about arriving with all the answers.

More often, it’s about observing carefully with a hands-on approach, asking thoughtful questions, and helping teams make steady progress over time.

Industries will continue to evolve.

So maybe the more useful hiring question isn’t simply:

“Do they know our industry?”

But rather:

“Do they have the curiosity and discipline to learn it, and steadily improve it?”