Relying on a resume and conversations as a core hiring process is currently facing its most significant challenge. While self-reported skills have never guaranteed actual ability, the widespread access to powerful AI tools has fundamentally shifted the environment. Today, job seekers utilize the same advanced LLMs as the companies trying to hire them, creating a “mirage” where polished narratives easily mask a lack of genuine depth. At a time when Organisations are ramping up their attachment to Skills and Task based hiring, this represents a growing concern.
The “Mirage” of the Perfect Candidate
In the past, a well-written resume was a strong indicator of a candidate’s effort and skill. Today, AI tools can write CVs, generate perfect interview answers, and polish a candidate’s experience until it looks professional and convincing.
- Self-Reported Skills: Candidates use AI to articulate their experience in ways that are easier to inflate but much harder for recruiters to verify.
- The Depth Problem: Hiring managers are finding that while a candidate looks great on screen, there is often no real depth to the capability they claim to have.
- Increased Fraud: There is a rise in “fake” candidates using AI avatars, identity masking, or even “proxy” candidates who do the interview for them.
Four questions TA must be able to answer confidently
To adapt, recruiters must now prove four things during the hiring process:
- Is the candidate real? (Verifying identity against avatars or proxies).
- Is the skill genuine? (Making sure the human can do the work without just relying on AI).
- Is the decision reliable? (Ensuring the person will actually perform well over time).
- Can we explain the hire? (Being able to show exactly why a candidate was chosen).
Ben Stevens, Group Talent Acquisition Manager @ Symbos – “We are reaching a point where candidate applications often lack an authentic voice; everyone sounds the same, and resumes, regardless of the level, are polished to perfection. Because we can no longer rely on self-reported history, our recruiters don’t even open a resume as a first step for contact centre and key technical roles. Instead, we use Vervoe to deploy role-specific assessments to do the heavy lifting. By focusing on reliable skills capability verification, we often find that those with the right skills and behaviours outperform those with the most impressive resumes or even industry experience.”
Claimed Skill versus Actual Skill
The goal of your workforce strategy is to deliver the org strategy by using the entire workforce you engage – internal, external, human and AI. As workforce design is now focussed on deciding A) Which tasks must be human-led. B). Which tasks should be AI-assisted. C). Which tasks can be fully automated, the role of Talent Acquisition to definitively answer questions regarding identity and capability are essential for organisational confidence. Without a verifiable process, the distance between “claimed skill” and “actual skill” creates an unpredictable workforce.
Today’s Skill versus Tomorrow’s Skill
One of the biggest hiring traps right now is over-indexing on what someone can do today without testing whether they can still create value tomorrow. In a world where tasks, tools, and workflows are shifting quickly, yesterday’s experience is no longer enough on its own. A candidate may be highly capable in the current version of the role, but if they cannot adapt, learn new systems, work effectively with AI, or rethink how work gets done, that capability can expire fast.
Kim Cullen, Senior Talent Partner & Employee Brand @ BOQ Group – “We are transitioning toward future-proof criteria to ensure the people we hire can grow with us as our roles and technology evolve. Instead of hiring based on the logic of ‘I’ve done this before, so I can do it again,’ we are looking for resilience, a growth mindset, and an openness to feedback. We have introduced significant rigour around these soft skills by using Vervoe to move beyond the ‘vibe check’ of a traditional interview. It allows us to perform a verifiable assessment of whether a person is suitable for a long-term journey, not just a single static role.”
