Hiring Smart by Spotting the Right (and Wrong) Signs

A polished CV isn't a guarantee of a great hire. Here are the patterns that experienced hiring teams look for, and look out for.

Strong teams are built by people who can read between the lines of a CV and an interview. Certain applications look excellent on the surface but carry patterns that predict problems. Catching them early is the difference between a good hire and an expensive one.

Warning Signs Worth Paying Attention To

Unexplained employment gaps

Career breaks happen for legitimate reasons and shouldn't be disqualifying on their own. But multiple unexplained gaps across a career, or a recent long gap with no clear account, is worth exploring directly. Ask about it in conversation and listen for specificity, not just reassurance.

Vague or generic CVs

A CV full of buzzwords and broad responsibilities without any concrete outcomes is a pattern to note. Strong candidates describe what they actually achieved: revenue grown, teams built, problems solved, timelines met. Generic language often means either limited self-awareness or limited real impact.

Frequent short tenures without clear progression

Moving roles every few months isn't always a red flag, but a pattern of short stints with no evident career trajectory is. Look for whether each move represented genuine growth. If the answer isn't clear from the CV, ask about it directly.

Poor attention to detail in the application

Spelling errors, inconsistent formatting, and factual mismatches (dates that don't add up, company names that differ from LinkedIn) signal how someone approaches work that represents them. How candidates present themselves in an application is often how they'll present your company to clients and partners.

Significant over or underqualification

Overqualified candidates tend to view the role as a temporary arrangement and leave as soon as something better appears. Underqualified candidates, hired under pressure to fill the seat, often struggle and require more management than expected. Both scenarios are costly.

Skills that don't align with actual experience

If a candidate lists a technical skill prominently but their previous roles don't seem to have required it, it's worth testing directly in the interview. Keyword-heavy CVs are common; actual proficiency is what matters.

Concerning online presence or reference patterns

Professional social profiles that contradict CV details, or references who are consistently unavailable or vague, are worth noting. A candidate who is strong will generally have references who are specific and enthusiastic.

Positive Signs That Often Get Overlooked

It's equally important to recognise the signals that predict a strong hire, not just the ones that predict risk:

• Specific, quantified achievements: numbers and outcomes over responsibilities
• Consistent progression: each role building on the last
• Genuine curiosity in the interview: candidates who ask sharp questions about the role and team
• Self-awareness about past mistakes: this predicts adaptability and growth
• References who volunteer specifics without being prompted

The Bigger Point

A polished CV is a starting point, not a verdict. The hiring teams that build consistently strong teams are the ones who look past the surface and ask the questions other interviewers skip. Most of the information you need is available if you look for it.

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