When the Candidate Isn’t the Candidate: The New Risks in Tech Recruitment

Last week, I wrote about how interviews are changing.

This week, I want to go deeper into an emerging risk that is becoming increasingly relevant in the market:

The possibility that what is being assessed in an interview isn’t always the full picture.

How This Happens Today

This is not the obvious fraud of the past.

It’s subtle, sophisticated, and enabled by accessible technology.

Here are just a few examples of what is now possible:

Real-Time AI Assistance

Candidates can upload: Their CV, The job description

…and receive live, structured answers during interviews.

To the interviewer, it appears as strong knowledge.

In reality, it may be assisted performance.

Voice & Video Manipulation

Tools now exist that can: Clone voices, Enhance delivery, Modify or replace video feeds

Meaning: The person presenting may not fully represent the individual being assessed

Hidden Support During Interviews

In remote environments, it is possible for: External contributors to be present off-camera, Remote access tools to be used, Answers to be fed in real time

AI-Generated Experience

CVs, portfolios, and technical outputs can now be: Generated, Enhanced, Refined

With increasing credibility.

The Real Risk: It’s Not Just Performance

The biggest concern is not simply underperformance. It is uncertainty.

Access to systems, Exposure to intellectual property, Potential security vulnerabilities

Once access is granted, the impact can be significant.

Team Interviews Help — But They Don’t Solve It

Panel interviews are valuable.

But they: Evaluate answers, Not always authenticity

And when technology supports those answers, the distinction becomes blurred.

What This Means for Recruitment

As a result, recruitment processes need to evolve.

The strongest signals now come from: Consistency over time, Behaviour under challenge, Alignment across multiple interactions

What Clients Need to Consider

We advise clients to: Treat remote interviews as one part of the process, not the decision, Introduce live, unscripted problem-solving, Build in clear verification stages, Validate consistency across touchpoints, Use face-to-face interaction at key decision points, particularly for critical roles

Not as a preference, But as a way of increasing certainty

A Changing Role for Recruiters

This is where recruitment adds real value. The role is evolving from: Process management

To: Authenticity validation, Risk awareness, Commercial advisory

Final Thought

The strongest candidates are not just those who perform well in interviews. They are those who can demonstrate capability consistently, without reliance on support.