Why the CV should inform recruitment decisions, not lead them

By Nik Pleven / eTalent · 09/07/2026

When the CV becomes the first filter, it can quietly remove some of the best people from the process before anyone has understood whether they are actually suited to the job.

The best candidates are often found when the CV comes last, not first

Recruitment has always relied heavily on the CV.

It feels logical. It’s familiar. It gives recruiters and employers something quick to scan, compare and filter. It tells us where someone has worked, what roles they have held, what qualifications they have gained and, at least in theory, what experience they bring.

The problem is not that CVs are useless. They are not.

The problem is that CVs are often used too early.

When the CV becomes the first filter, it can quietly remove some of the best people from the process before anyone has understood whether they are actually suited to the job. That matters, because the qualities that often determine success in a role are not always visible on paper.

A CV rarely tells you how they think, how they work, how they respond to pressure, how they deal with customers, how they manage detail, how they handle conflict, how they build trust, or whether they have the attitude and behavioural style needed for that particular role.

And yet those are often the very things that decide whether a hire succeeds or fails.

The problem with starting with the CV

Most recruitment processes still begin by asking, “Who looks right on paper?”

That question has a place, but it is a dangerous starting point.

It encourages recruiters and employers to look for familiarity. A similar job title. A recognisable employer. A particular sector. A neat career path. The right phrases in the right order.

Lovely.

The recruitment equivalent of judging a restaurant by whether the menu uses enough adjectives.

But people do not succeed in jobs because their CV is tidy.

They succeed because they have the right mix of capability, attitude, motivation, behaviour and fit for the specific role and environment.

Starting with the CV also reinforces bias. Not necessarily deliberate bias, but the ordinary, human kind. We are drawn towards what we recognise. We prefer candidates who look like people who have succeeded before. We make assumptions based on previous employers, career gaps, job titles or education.

That can lead to good people being overlooked.

A candidate may have the right customer service attitude, resilience, team fit, attention to detail or personal drive, but if their CV does not immediately tick the conventional boxes, they may never get the chance to demonstrate it.

The CV is a useful document, but a poor starting point

At eTalent, we take a different view.

We believe the CV should still be used, but not as the first and most powerful gatekeeper.

Instead, we begin by asking a better question:

What does success in this role actually require?

That means looking beyond duties and experience. It means identifying the minimum requirements for the role, the soft skills that matter most, and the behavioural style that will work best in the team and culture.

Only then should the CV be brought back into the conversation.

Used in the right place, the CV is helpful. It can confirm experience, track record, qualifications and career history. It can provide useful context. It can help shape interview questions.

But it should not be allowed to reject people before the process has established whether they have the qualities that genuinely matter.

Why this matters now

Recruitment is under pressure from several directions.

Employers want better shortlists, faster processes and fewer hiring mistakes. Recruiters are expected to deliver more value, not just more candidates. Candidates are becoming more selective. Technology has made it easier to apply for jobs, which means many employers now face too many applications rather than too few.

At the same time, AI has made CVs and covering letters less reliable as evidence of a person’s actual qualities. Candidates can now produce polished, keyword-friendly applications with very little effort. That does not mean they are unsuitable. It simply means the CV is becoming an even weaker first filter than it already was.

Recruiters and employers need a better way to separate suitability from presentation.

That is where structured screening, role-specific personality assessment and behavioural profiling can help.

What eTalent does differently

eTalent was created to make recruitment more evidence-based, practical and fair.

The process starts with the role, not the CV.

For each vacancy, we identify the minimum requirements that a candidate genuinely needs to meet. These can be turned into scored screening questions, helping recruiters and employers quickly understand who meets the essential criteria.

We then assess the soft skills and personality traits that are most relevant to success in that specific role. These are not generic tests simply “bolted on”. They are selected according to the role. A care home manager, a sales professional, a mechanic, a hospitality supervisor and an office administrator do not all need the same profile.

We also use DISC behavioural profiling to understand how someone is likely to communicate, work with others and respond to the environment around them. DISC is not used to rank candidates. It is used to provide useful insight into behavioural style, team fit and management approach.

The result is a clearer picture of the person before the CV is allowed to enter the discussion.

Better for recruiters

For recruitment agencies, this approach can make the process more efficient and more credible.

It helps recruiters move beyond “Here are the best CVs we found” to “Here are the candidates who most closely match what this role actually requires.”

That is a much stronger conversation to have with a client.

It also helps recruiters defend their shortlist. Instead of relying purely on judgement, instinct or candidate presentation, they can show structured evidence. They can explain why a candidate has been included. They can highlight strengths, possible concerns and interview areas to explore.

For agencies working in competitive markets, that matters.

Clients are not just buying access to candidates. Increasingly, they are buying confidence. Confidence that the shortlist is relevant. Confidence that important qualities have not been missed. Confidence that the process has reduced risk rather than simply passed a pile of CVs from one inbox to another, an achievement so modest it should probably not need software.

eTalent can also support recruiters who want to add value without replacing their existing relationships or process. The system can sit behind the recruiter’s service, helping them screen, assess and present candidates more effectively.

CV last does not mean CV never

It is important to be clear about this.

This is not an anti-CV argument.

The CV still matters. Experience still matters. Qualifications still matter. Track record still matters.

But they are not the whole story.

A recruitment process that starts and ends with the CV risks confusing presentation with suitability. A process that ignores the CV altogether would be equally foolish. There is no need to replace one blunt instrument with another. We have quite enough of those already.

The point is sequence.

1\.     Start with the role.

2\.     Identify what success requires.

3\.     Screen for the essentials.

4\.     Assess the qualities that are hardest to see on paper.

5\.     Understand behaviour and fit.

6\.     Then use the CV as part of the final evidence, not as the first barrier.

A more intelligent recruitment process

Recruitment will always involve uncertainty. People are complicated. Jobs are complicated. Organisations are very complicated, often in ways they have proudly designed themselves.

But uncertainty can be reduced.

By moving the CV later in the process, recruiters and employers can avoid rejecting people too early for the wrong reasons. They can uncover candidates who might otherwise be missed. They can create stronger shortlists, better interviews and more confident hiring decisions.

That is the philosophy behind eTalent.

Not CV first.

Not guesswork first.

Start with what success really requires, then build the process around that.

The best candidate may still have the best CV.

But if they do not, it would be useful to find that out before rejecting them.

Nik Plevan is the founder of eTalent (etalent.net), a recruitment technology business that challenges traditional hiring methods. Drawing on decades of experience, he advocates a more evidence based approach to recruitment using behavioural profiling, psychometric assessment and structured candidate screening rather than relying on CVs alone.