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Hiring for Slope, Not Intercept: the case for potential over pedigree

8 min read
Hiring for Slope, Not Intercept: the case for potential over pedigree

You are sitting across the table from a candidate.

Let us call him Robert.

Robert has a resume that looks like it was engineered in a lab. He has ten years of experience. He has worked for the big competitors. He knows the software you use. He uses the right buzzwords. On paper, Robert is a safe bet.

You are also considering a candidate named Maria.

Maria’s resume is messy. She has jumped between industries. She spent two years running a failed e-commerce shop. She is currently working in a role that is only tangentially related to what you need. She does not know your software. On paper, Maria is a risk.

Most managers hire Robert.

They hire Robert because he represents the Intercept. In mathematics, the intercept is where the line starts on the graph. Robert starts high. He can do the job on day one with minimal training.

But six months later, you might find that Robert is still doing the job exactly the same way. He is resistant to new ideas. He struggles when the market shifts. He is a depreciating asset.

Maria represents the Slope. This is the rate of change. She starts lower on the graph, but her trajectory is steep. She learns voraciously. She adapts instantly. In six months, she has not only caught up to Robert, but she has surpassed him and is reinventing the role.

We need to talk about why we are addicted to the safe hire and how that addiction is actually stifling your business growth.

We need to learn how to detect the invisible quality of high potential.

The Half-Life of a Skill

The reason you cannot rely on experience alone is that the value of experience is decaying faster than ever before.

Thirty years ago, if you learned a skill like accounting or typesetting, that skill remained static for decades. You could build a career on what you knew.

Today, the half-life of a learned professional skill is estimated to be about five years. In technical fields, it is even shorter. The software you use today will be obsolete in three years. The marketing channels that work today will be dead in two.

This means that what a candidate knows right now is less important than what they are capable of learning next week.

When you hire for experience, you are paying a premium for past performance in a world that might no longer exist. You are buying a snapshot of history.

When you hire for potential, you are buying a future capacity. You are investing in an engine rather than the fuel.

But this is scary. It requires you to trust your gut. It requires you to be a mentor. And most importantly, it requires you to change the way you interview.

You cannot test for potential with standard questions like “Where do you see yourself in five years?”

You need to run a forensic investigation into their curiosity.

The Autodidact Test

The first marker of a high-potential candidate is that they do not wait for permission to learn.

In a standard interview, we ask about certifications and degrees. These are forms of institutional learning. They are valuable, but they only prove that a person can follow a syllabus.

You want to find the autodidacts. These are the self-teachers.

To find them, you need to ask questions that probe their intellectual hobbies.

  • Tell me about the last thing you learned purely because you were curious.
  • Walk me through exactly how you learned it.
  • What is a topic you used to believe in that you have changed your mind about recently?

Listen to the mechanics of their answer.

A low-potential candidate will give you a vague answer or talk about a mandatory training seminar at their last job.

A high-potential candidate’s eyes will light up. They will tell you about how they went down a rabbit hole on sourdough fermentation or how they taught themselves Python to automate a spreadsheet or how they are learning to repair vintage watches.

You are not looking for relevance to the job. You are looking for the mechanism of learning.

Did they struggle? Did they hit a wall? How did they get over it? Did they use YouTube? Did they read books? Did they find a mentor?

If they can teach themselves a complex hobby, they can teach themselves your business.

Simulating the Unknown

The best way to test if someone is a fast learner is to force them to learn something in real-time.

Most interviews are memory tests. The candidate recites prepared answers to prepared questions. This tells you nothing about how they handle the stress of the unknown.

Try this instead.

Bring a problem to the interview that you know they cannot solve with their current experience. It could be a logic puzzle, a data set from a different industry, or a theoretical crisis your company might face.

Be explicit. Say to them, “I know you do not have the background for this. I am not looking for the right answer. I want to see how you think.”

Then watch them work.

Do they shut down? Do they get defensive? Do they try to bluff?

Or do they ask questions?

The high-potential candidate will immediately start gathering data. They will say, “I do not know what this acronym means, can you define it?” or “If I assume X, does that mean Y?”

You are looking for the ratio of questions to statements.

In a situation of ignorance, the learner asks questions. The stagnator makes statements.

This simulation gives you a preview of what it will be like to work with them when the inevitable crisis hits your business. You want the person who gets curious when things get hard.

The Forensics of Failure

Carol Dweck’s research on Fixed Mindset versus Growth Mindset is famous for a reason. It is the operating system of human potential.

People with a fixed mindset believe their intelligence and talent are static traits. Therefore, failure is a judgment on their character. If they fail, it means they are not smart.

People with a growth mindset believe intelligence is like a muscle. Failure is just information. It is data that helps them grow.

To spot the difference, you have to dig into their failures. But you have to go deeper than the standard “What is your greatest weakness?” question, which always yields fake answers like “I work too hard.”

Ask this instead.

  • “Tell me about a time you tried to do something and failed miserably. Not a failure that turned into a success. A real failure.”

Then listen to the pronouns.

Does the candidate blame the environment? “The market wasn’t ready” or “My boss didn’t support me” or “The budget was cut.”

Or do they own the gap in their ability?

  • “I didn’t prepare enough.”
  • “I underestimated the complexity.”
  • “I lacked the skills to execute.”

And then, follow up with the magic question.

  • “What did you do differently the next time?”

The high-potential candidate does not hide their scars. They view them as tuition they paid to learn a lesson. They can articulate exactly how that failure upgraded their operating system.

If they cannot admit to a real failure, they are terrified of being wrong. And if they are terrified of being wrong, they will never take the risks necessary to help you build something remarkable.

The Coachability Factor

There is one final test that trumps everything else.

It is the test of feedback.

During the interview process, find a moment to give the candidate constructive criticism. It could be about their resume formatting, their answer to a previous question, or a strategic idea they proposed.

Do it gently, but be direct.

“I noticed you approached the case study this way. I think you missed a key variable here. If you had looked at X, you might have seen Y.”

Then observe the reaction.

The defensive candidate will argue. They will justify. They will try to prove you wrong.

The high-potential candidate will pause. They will process. They might say, “That is a great point. I didn’t see it that way. If I incorporate that, it changes the outcome to Z.”

Coachability is the accelerator of potential.

You can hire the smartest person in the world, but if they cannot take feedback, their growth stops the day they walk in the door. You want someone who craves correction because they know it makes them better.

Making the Investment

Hiring for potential is an investment strategy.

It is buying a stock when it is undervalued because you see the fundamentals. It requires patience. The person with the messy resume might need more guidance in the first month. They might make more mistakes in the first quarter.

But you are playing the long game.

You are building a team that can navigate the future, not just repeat the past. You are building a team that is resilient, curious, and constantly upgrading itself.

When you look at that stack of resumes on your desk, do not just look for the keywords. Do not just look for the prestigious logos.

Look for the struggle. Look for the curiosity. Look for the slope.

Because the business you are building today will be different tomorrow. And you need people who can change with it.

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