RESOURCE
Why Wow Shouldn’t Get the Job: Discussing Vibes Versus Bias in Hiring
You’ve done the work.
You sat through hours of alignment meetings, collaborated with HR, and crafted a job
description that attempts to capture everything the role demands. It’s part necessity, part wish
list, often describing a candidate who doesn’t realistically exist. You’ve posted it (probably on
LinkedIn) and within days the applications flood in immediately due to a market saturated by
ongoing layoffs.
Now, the real decision making begins.
Resumes are screened. Keywords are matched. Credentials are weighed. Whether you use an
ATS, AI tools, or good old manual human review, you eventually narrow the field to a
manageable shortlist.
And then something shifts.
Illustration: Marcel Kohlr/The Guardian
The Moment “Vibes” Enter the Process
Once interviews begin, hiring becomes less mechanical
and more human.
You’re no longer just validating experience, you’re
actually having conversations. You’re observing energy,
communication style, and presence. You’re noticing:
• Are they easy to talk to?
• Do they make you laugh?
• Do you share common ground?
• Did the conversation feel natural or even enjoyable?
Here in the 21st century, we have a single word to use
to sum all these up: vibes.
And more often than not, the candidates who rise to the
top are the ones who feel good to be around. They
make you imagine working with them every day and
liking it.
“A “vibe” can be an idea,
a message, a connection
between two people, an
atmosphere, “off”,
unquantifiable, a
sensation as clear as
the weather.”
-Naaman Zhou
The Guardian
See Article: Vibe check: what
does the most overused word
of our era actually mean?
The Problem: Vibes Often Mask Bias
Here’s the uncomfortable truth: what we call “good vibes” is frequently unexamined bias.
Affinity bias, in particular, plays a major role. We gravitate toward people who:
• Share our background, interests, or communication style
• Mirror our personality or our career path
• Make us feel comfortable quickly
That sense of ease may be powerful, but it’s certainly not a reliable indicator of performance.
At the same time, many companies are actively questioning bias in AI hiring tools.
But that raises a critical question:
If we distrust machine bias, why do we so easily trust our own?
Human bias feels more defensible because it’s personal. It feels intuitive, “right” even. But it is
no less influential and is often far less visible.
The Real Risk for Hiring Managers
When hiring leans too heavily on vibes, three things tend to happen:
You optimize for comfort, not capability
You hire people you like, not necessarily people who best solve the problem you're hiring for.
You reduce diversity of thought and experience
Teams become more homogeneous over time, limiting innovation and adaptability.
You create inconsistent hiring standards
Candidates are evaluated differently based on subjective impressions rather than role-based criteria.
What to Do Instead: Make Vibes Accountable
Human connection does matter. You are hiring people, not just skill sets. But connection
should inform decisions, not drive them unchecked.
Here’s how to make your hiring process more disciplined without losing valuable human
connection:
Define What Good Actually Looks Like
Before interviews begin, your hiring stakeholders must align on:
• Must-have skills vs. nice-to-have
• Measurable competencies
• What success looks like in the first 6–12 months
If you can’t articulate it clearly, you can’t evaluate it fairly.
Structure Your Interviews
• Use consistent questions across candidates
• Score responses against predefined criteria
• Separate evaluation of skills from cultural contribution
This creates a baseline that reduces the influence of first impressions.
Isolate the Vibe Check
Instead of letting vibes bleed into every part of the evaluation:
• Acknowledge it as only one input
• Ask yourself: What specifically drove that feeling?
• Determine the pros and cons of sharing a vibe
If you can’t explain it, you shouldn’t weigh it heavily.
Use Panel Feedback Intentionally
Diverse interview panels help counterbalance individual bias, but only if:
• Feedback is collected individually first
• Discussion focuses on evidence, not opinions
• Strong personalities don’t dominate the final call
Audit Your Own Patterns
Look at your past hires:
• Who succeeded and why?
• Who didn’t and what was missed?
• Do your hires look, think, or act similarly?
Patterns will reveal whether “vibes” are helping or hurting your decisions.
The Bottom Line
Human connection is not the problem; instead, it’s essential. The people you hire will work with
your team far more than they will interact with your tools or systems.
But: unexamined connection is where bias lives.
The goal isn’t to eliminate vibes, it’s to put a value measure and a structure around them. Great
hiring managers don’t ignore their instincts, they challenge them.
At the end of the day, the best hire isn’t the person who made the interview feel easiest.
It’s the one who will make the team better.
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