Stop Hiring for the Perfect Profile. Hire for Potential.

Jennifer Murray, Founder & CEO, JMC

August 2026

---

At JMC, we see it all the time. A hiring manager runs a candidate through a psychometric assessment. The profile doesn’t match the ideal. The candidate lands in the rejection pile. Another potentially great hire gets passed over because they didn’t tick every box on a predetermined checklist.

After 25+ years in HR, I can tell you that this is one of the most expensive mistakes organizations make.

The irony is thick here. Assessments were designed to provide insight. They were meant to be one tool among many, a snapshot of how someone approaches work and processes information. Instead, they’ve become the equivalent of a hiring crystal ball. Organizations treat them like they predict success. They don’t. Not even close.

What they do is create a false sense of certainty. And false certainty kills opportunity.

The Trap of the Perfect Profile

Let’s be direct about what’s happening. Organizations have built this idea of a “perfect candidate profile” into their hiring process. You know what it looks like. Detail-oriented. Natural leader. High energy. Collaborative. Results-driven. Adaptable. The list goes on. Then you run candidates through psychometric assessments, and suddenly you have data that seems to confirm who fits and who doesn’t.

The problem is that hiring doesn’t work that way. Talent doesn’t work that way. People flex.

What actually happens is this. You filter out people who might become excellent in a role because they don’t match the profile on day one. You then onboard people who match the profile but turn out to be mediocre performers. And you lose sight of what actually matters when hiring someone, which is whether they can do the work, learn the work, and contribute meaningfully to your organization.

The assessment becomes a proxy for thinking. It feels objective. It feels safe. But it’s neither. It’s just a different way to say, “We’re uncomfortable with ambiguity, so we’ve outsourced this decision to a tool.”

What Assessments Actually Measure

Before we go further, let’s be clear about what psychometric assessments do measure. They’re legitimate tools, and they provide useful information. About how someone prefers to communicate. How they approach problem-solving. Whether they’re drawn to detail or big-picture thinking. How they handle pressure and uncertainty. Whether they’re naturally energized by teamwork or deep focus.

All of that is real data. It’s incredibly valuable context.

But here’s what assessments cannot measure. Judgment. Whether someone is willing to flex, to grow, to apply knowledge in ways the framework never anticipated. Whether this person is hungry to learn. Grit, resilience, the ability to admit when they’re wrong and adjust. Whether someone will be a good citizen in your culture or a liability. The full scope of what this person is capable of becoming.

In other words, assessments cannot predict what actually drives high performance.

Yet we see organizations making hiring decisions almost entirely on assessment alignment. We see boards rejecting candidates because their profile suggests they might be “too detail-oriented” for a strategic role. We see hiring managers say no to someone because the assessment shows them as cautious, when what that person might be is thoughtful and risk-aware.

This isn’t a problem with the assessments. This is a problem with how we’re using them.

The Case for Flexibility

Here’s where Britt and Lauren come in. My dream colleagues.

Britt is now our Insights Discovery specialist. She handles psychometric assessment work, workshops, and everything that touches that space for JMC. Lauren works across several of our key engagements and brings expertise to compensation advisory, HR capacity building and client advisory work.

When we were hiring for these roles, assessments flagged things that looked like friction points. There were areas where their profiles suggested they might not be natural fits for what we needed. On paper, they had things to work through. They weren’t textbook matches.

What the assessments couldn’t capture was what happened next. It couldn’t tell us whether Britt had the curiosity to deepen expertise in a space that wasn’t her initial comfort zone. It couldn’t predict that she would become one of our most valuable specialists in a tool she wasn’t 100% familiar with, at first. It couldn’t show us that she would take on learning, apply superior judgment, and become genuinely skilled at something the assessment suggested she might avoid.

Same with Lauren. The assessment couldn’t measure her willingness to flex across different client situations. It couldn’t predict her ability to apply knowledge in ways that went far beyond the expected scope. It couldn’t tell us that she would become someone we rely on for some of our most sensitive and complex client work.

In both cases, the thing that made them great hires wasn’t that the assessment was “right” about them. It was that they proved willing and able to do things the assessment suggested might not come naturally.

They became the people they needed to be, in partnership with a workplace that believed they could.

What Actually Matters in Hiring

Finding great talent is one of the most challenging things an organization does. Great people are scarce. People who have both the capability you need and the cultural fit you want are scarcer still. People who can do the job, grow into the job, and become part of what your organization is building are the rarest of all.

So when you find someone promising, someone with real potential, someone who brings expertise and judgment and the hunger to contribute, you have a choice. You can treat them as an experiment, a risk conditional on their fitting a predetermined profile. Or you can treat them as a genuine prospect, someone worth investing in.

Most organizations choose the first approach. And it costs them.

Here’s what actually drives hiring success. The person’s core capabilities, absolutely. Can they do the job or learn to do it? That matters. But it also matters whether they want to be there. Whether they’re motivated by the work. Whether they respect your organization. Whether they’re willing to invest in relationships with colleagues. Whether they’ll be honest when things aren’t working and make adjustments. Whether they see growth potential in what you’re offering them.

None of that shows up reliably on an assessment.

Add to this the reality of what’s changing in hiring. Remote and hybrid work mean you can look beyond your region, and credentials and backgrounds are more diverse. The people who can contribute real value might not look like the people who’ve always done this job. If you’re filtering them out because a profile doesn’t match, you’re filtering out exactly the adaptability and fresh perspective you need.

Culture Fit Actually Matters

And let’s talk about culture fit, because it matters.

When people say “culture fit,” they often mean “people who are like us.” That’s a real problem. That’s homogeneity masquerading as alignment. That’s a path to groupthink and a blind spot to risk.

But true culture fit is something else. It’s whether this person shares your core values. Whether they understand what your organization actually stands for, and whether they want to stand for it too. Whether they’ll be honest with you. Whether they respect the people around them. Whether they’re willing to do work that matters, even when it’s hard.

Britt and Lauren have culture fit with JMC. Not because they were identical to the people already here. But because they understood what we’re trying to build. They cared about the work. They were willing to invest in relationships with the team. They understood that we run a consulting business where quality of thinking and integrity of advice actually matter. They showed up with a growth mindset.

The assessment didn’t predict that. No assessment could. It’s not something you can measure on a scale. It’s something you sense through conversation, through questions, through references, through time.

How to Actually Use Assessments

So what’s the right way to use psychometric assessments?

Use them as indicators. Not decision gates. Not filters. Indicators that allow us to ask more questions and become more curious.

Use them as one source of information among many. Run them. Pay attention to what they show. Use them in onboarding conversations. Talk with the candidate about their results. Ask them how they see themselves. Ask whether the assessment resonates with how they actually experience themselves at work. Ask about times they’ve had to flex outside their natural style, and what that looked like.

Then set the assessment aside. Make your decision on the basis of core capability, genuine motivation, evidence of judgment, cultural alignment, and whether this person has the maturity to keep learning and adjusting.

Make your decision on whether you believe this person can become excellent in this role, not whether they’re already perfect for it.

What JMC Does Differently

We use assessments. We LOVE assessments. We know how to administer them, interpret them, and use them to generate insight, and we’ve spent years making these tools valuable for organizations and the people taking them.

But we don’t use them as hiring decision-makers. We use them as part of a much richer conversation about talent.

When we’re helping a client recruit, we run assessments. Then we do what most organizations skip. We help the client think about what the assessment is actually telling them. We help them see the candidate in context. We ask hard questions about what the role really requires, what the organization’s actual culture is, whether the person has demonstrated the capability or the capacity to develop it.

We help them avoid rejecting great talent because that talent doesn’t match a predetermined profile.

And when we’re helping organizations think about hiring, about building recruiting processes, about how to make decisions that bring in the right people, we always come back to this. Assessments are tools. They provide information. But they’re not substitutes for thinking, for judgment, for taking a real risk on human potential.

That’s the difference between using assessments right and using them as a shortcut.

The Cost of the Perfect Profile

Here’s the thing that keeps me up at night about this. Every time an organization passes on a genuinely capable candidate because they didn’t match a profile, something happens. That person goes somewhere else. They become an excellent hire for a competitor. They get snapped up by an organization that took a chance on them.

The cost of that mistake doesn’t show up in your hiring metrics. It shows up in your culture, in your retention, in the quality of your strategy and execution. It shows up in the fact that you’re always recruiting because people aren’t staying. It shows up in the fact that your team feels like a poor fit, like people who tolerate each other rather than people who trust each other.

The perfect profile was supposed to prevent all of that. Instead, it just made you feel safe while you made expensive mistakes.

Hiring for What Could Be

So here’s what we’re asking. Step back from the perfect profile. Stop using assessments as a decision gate. Start asking what this person could become. Start using them to continue the conversation, and ask more questions.

Ask harder questions in interviews. Ask about times they’ve learned something new. Ask about moments when they had to flex outside their natural style and how they handled it. Ask about failures and what they learned. Ask what they actually care about. Ask whether they want to be here and why.

Run the assessments. Use them as information. Then have the judgment to set them aside and hire the person.

Take a chance on potential. Take a chance on people who are willing to grow. Take a chance on people who get what you’re trying to build, even if they don’t match every line on the profile.

That’s where great hiring happens. That’s where culture actually gets built.

And that’s what JMC has learned to specialize in. Not just administering assessments and interpreting profiles. But helping organizations think bigger, reach further, and bring in the talent that will actually change what they’re building.

Great talent is hard to find. When you find it, don’t let a profile get in the way.

JMC HR Consulting specializes in assessment-informed recruitment and talent strategy. We help organizations use psychometric tools as indicators, not decision-gates. We build hiring processes that balance data with judgment, profile matching with human potential. If your organization is ready to rethink how you’re hiring, let’s talk.