1 min read
Why is it hard to reduce hiring bias
Reducing hiring bias is difficult because the human brain is hard-wired to use mental shortcuts – known as heuristics – to make fast decisions, often...
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Hiring based only on resumes in New Zealand often leads to high turnover and poor cultural alignment because a CV cannot measure the underlying work personality and behavioural traits that drive long-term success.
Whilst a resume provides a historical list of past roles and qualifications, it fails to predict how a candidate will actually perform within your specific team dynamic or how they will handle the unique pressures of your workplace. We find that relying on this single, static document is like trying to predict a marathon winner based solely on their gear – it tells you they are equipped to run, but nothing about their stamina, heart, or how they’ll handle the hills.
Key takeaways
- Resumes are historical documents that fail to predict future performance or cultural alignment.
- Over-reliance on CVs increases the risk of 'brilliant jerks' who possess skills but disrupt team harmony.
- New Zealand businesses that move beyond the resume can significantly reduce early-stage turnover.
- Work personality assessments provide the missing link between technical ability and team fit.
When you start your recruitment process by scanning a pile of CVs, you are essentially looking through a rear-view mirror. You see where a candidate has been, but you have no visibility into where they are going or how they will accelerate within your organisation. In the New Zealand market, where many industries are tight-knit and reputation is everything, a bad hire doesn't just cost money – it can damage your employer brand and stall your momentum for months.
The problem is that resumes are often 'optimised' by AI or professional writers, making them increasingly unreliable as a source of truth. We’ve seen a rise in what we call 'hiring slop', where keywords are stuffed into documents to bypass traditional filters without reflecting the candidate's actual capability. If your entire decision-making process is built on this foundation, you are essentially gambling on the person's ability to self-report their history rather than their actual potential to do the job.
We have spent years researching why new hires fail, and the data consistently points to a mismatch in culture and behaviour rather than a lack of technical skill. When a hire doesn't work out in the first 90 days, it is rarely because they lied about knowing how to use a specific software. It is usually because their work personality didn't mesh with the existing team or they lacked the resilience required for the role.

New Zealand's workplace culture often prides itself on collaboration and the 'number 8 wire' mentality of problem-solving. These are behavioural traits, not line items on a CV. When hiring relies only on resumes in New Zealand, you miss the opportunity to see if a candidate is a natural Pioneer who can innovate or an Auditor who will ensure your compliance is watertight.
Without a way to measure these traits, managers often fall back on 'gut feel' during interviews. While intuition is valuable, it is also prone to unconscious bias. We tend to lean towards people who are like us – a phenomenon known as affinity bias. If a resume gets someone in the door, and an unstructured interview seals the deal, you haven't actually assessed their fit; you've simply confirmed that you like their background and their personality during a 45-minute chat.
At Compono, we believe that the scientific recruiter approach is the only way to solve this. By using psychometric insights early in the process, you can see the person behind the paper. This allows you to identify if a candidate has the natural tendencies to thrive in your specific environment, regardless of whether they’ve held an identical job title in the past.
One of the most significant risks of resume-only hiring is the 'brilliant jerk'. This is the candidate with the perfect pedigree – the right universities, the prestigious past employers, and every technical certification under the sun. On paper, they are a 'hell yes'. But once they start, they prove to be toxic to your culture, making hours irrelevant for the wrong reasons by causing your best performers to look for the exit.
Because a resume doesn't show how someone deals with conflict or how they support their peers, these individuals often slip through the cracks of traditional hiring. They might be high-performing in terms of their own KPIs, but they create a wake of disengagement and turnover behind them. In a mid-market business, one brilliant jerk can be enough to derail an entire department’s productivity.
To avoid this, we recommend using tools like Compono Hire, which assesses candidates across three dimensions: Organisation Fit, Skills, and Qualifications. By looking at how a person's work personality aligns with your team before you even look at their work history, you flip the script. You prioritise the traits that lead to long-term success and treat the resume as a secondary verification of experience rather than the primary filter.
If you want to build a high-performing team, your hiring process needs to move from being transactional – filling a gap with a body – to being strategic. This means looking for 'complementary' personalities rather than just 'more of the same'. If your team is full of Doers who are great at execution but lacks a Campaigner to sell the vision, your resume-based search might just find you another Doer because that's what the job description says you need.
A resume-based search is inherently limited by the candidate's past. A strategic search is defined by your team's future needs. By understanding the gaps in your team's collective work personality, you can write job ads that attract the specific type of thinker you are missing. This is what we call 'Inside-Out' hiring – looking at the health and composition of your current team to decide who you need to bring in next.
This shift requires better data. You need to know how your current team thinks and works to know who will thrive amongst them. Compono Engage helps leaders map their team's culture and engagement levels, providing the insights needed to make these strategic hiring decisions. When you know your culture is your foundation, you stop hiring for what someone has done and start hiring for who they are.
Key insights
- The resume is a historical record that often masks a candidate's true potential and behavioural fit.
- Hiring for technical skill while ignoring work personality is a leading cause of early-stage turnover in New Zealand.
- A multi-dimensional assessment approach reduces bias and prevents the 'brilliant jerk' from entering your culture.
- Strategic hiring requires an 'Inside-Out' view of your current team's strengths and gaps.
Relying on resumes alone is a legacy approach that no longer serves the needs of modern, high-performing teams. By integrating work personality insights and psychometric data into your process, you can hire with confidence and build a culture that lasts.
Resumes focus on past experience and self-reported skills, which do not account for how a person’s natural work personality will interact with your specific team culture or handle future challenges.
Using objective psychometric assessments at the start of the process allows you to rank candidates based on their behavioural fit and potential, rather than their name, education, or previous company prestige.
Not at all. It means you use experience as one of several data points. You ensure that the candidate has the right work personality first, and then verify that they have the necessary skills and qualifications to perform the role.
It is a short, scientifically-backed tool that identifies an individual's natural preferences for work activities, such as whether they are more inclined to lead, support, analyse, or innovate.
By ensuring a candidate's values and behaviours align with your team from day one, you reduce the 'culture shock' that leads to many new hires leaving within their first six months.

Compono Hire helps you predict job-fit and team-fit using behavioural science, so you can shortlist with confidence.
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