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Hiring is About Predicting Growth

Why the best hires are often the ones with the most room to grow.

July 15, 20262 min readby A. Duggal

Early sales talent rarely stands out on a resume.

That sounds strange until you think about what the job rewards.

Entry-level sales is less about what someone knows today.

It is about how quickly they improve.

That changes what you should look for.

Many hiring teams look for confidence.

We look for progress.

The difference matters.

Confidence can be rehearsed.

Progress cannot.

That is why resumes tell us so little.

Small commitments tell us much more.

Did they prepare?

Did they follow through?

Did they improve after feedback?

Did they stay composed when the conversation became uncomfortable?

None of these guarantees success.

Together, they tell you whether someone is likely to keep improving.

That is also why we rely on work that resembles the job instead of conversations about the job.

People can prepare for interviews.

It is much harder to prepare for situations that require listening, thinking, and adapting at the same time.

Hiring is a prediction problem.

The best predictor is rarely where someone is today.

It is how fast they move once they start.

Hiring does not end when someone joins.

Every new hire teaches you something about your hiring process.

The best hiring teams remember which signals predicted growth.

They stop trusting the ones that did not.

Good hiring is less about finding perfect people.

It is about getting better at recognizing potential. `