Hiring groups are dealing with a shifting actuality. Functions are surging, alerts are tougher to belief, and candidate fraud is turning into extra refined by the day.
In 2025, the common variety of candidates per job climbed by greater than 50 year-over-year—reaching 257.5 candidates per function.
On the identical time, AI instruments made it simpler than ever to generate polished resumes, tailor purposes immediately, and even manipulate interview responses.
The result’s a hiring atmosphere the place quantity is rising, however confidence is tougher to construct.
In a latest Make use of webinar, Sara O’Donnal (VP of Buyer Success at Make use of) joined Katy Jenkins (VP of Product at Make use of), Nathan Mondragon (Chief Technique Officer at ProboTalent), and Ritu Mohanka (CEO of VONQ) to unpack how expertise groups are responding.
Their dialog highlighted 5 key shifts reshaping hiring within the AI period—from the rising price of candidate fraud to the necessity for stronger validation and clearer alerts earlier within the hiring funnel.
Collectively, these shifts level to a brand new strategy: utilizing early screening not simply to filter candidates, however to construct belief, confirm functionality, and assist recruiters transfer ahead with confidence.
Shift #1: Candidate Fraud Is Costing Employers Extra Than Only a Dangerous Rent
Candidate fraud used to really feel like a fringe case—one thing that you just heard about via the grapevine, however that by no means impacted your individual pipeline. At the moment, that’s modified.
As Katy identified throughout the webinar:
“Candidate fraud isn’t one remoted subject. It’s an over $600 billion annual price to US companies.”
And the impression goes far past a single unhealthy rent. Fraud incidents set off investigations, decelerate recruiting groups, and might even introduce safety dangers.
“Groups lose 20 to 30% of their effectivity throughout a fraud investigation and backbone. That’s time recruiters aren’t spending on precise hiring.”
As AI instruments grow to be extra accessible, it’s simpler than ever for candidates to generate tailor-made resumes, scripted interview responses, and even totally fabricated identities. That raises the stakes for employers, particularly when entry to delicate techniques and information is concerned.
Shift #2: Utility Quantity Is Rising—However Sign Is Tougher to Discover
Over the previous decade, recruiters and TA leaders have labored arduous to make the applying course of simpler. And whereas that progress expanded entry for candidates, it additionally launched a completely new problem for hiring groups.
With the assistance of AI, candidates can now apply to dozens of roles in seconds, dramatically rising the movement of purposes coming into the hiring funnel.
However extra candidates doesn’t mechanically imply higher hiring outcomes. Typically, it merely means extra noise.
Which makes recognizing early warning indicators of potential fraud extra essential than ever.
Shift #3: Resumes Are Shedding Their Energy as a Hiring Sign
If resumes are simpler than ever to optimize, they’re additionally simpler to misrepresent.
As Nathan put it, “The resumes are actually being crafted with AI help. [Candidates] take the job description and say tweak my resume to suit this job. Due to this fact, the screening techniques are inferring sure expertise on that candidate primarily based on the resume being completely matched to the job description.”
However AI-enhanced purposes aren’t the one problem. As Ritu defined, resumes themselves have a basic limitation:
“A CV tells you what somebody has completed. What it doesn’t inform you is what they’ll do now or how they’ll carry out in your particular atmosphere.”
That’s why many groups are validating expertise earlier within the hiring course of, layering alerts as an alternative of relying solely on job titles or key phrase matches.
Ritu defined additional, “Confidence actually comes from triangulation: once you mix skills-based questions, situational prompts, and likewise maybe behavioral insights, you begin to see patterns in a short time.”
Shift #4: Fraud Prevention Requires Layers, Not a Single Repair
Reality: there isn’t a single software or checkpoint that stops candidate fraud.
As an alternative, the best methods layer a number of alerts and validations all through the hiring funnel.
Katy described this utilizing a easy analogy:
“It’s like Swiss cheese…There’s going to be those who make it via your screening. There’s going to be those who make it via your interview. And there’s going to be those who by some means managed to make it via your ID verification. However via layering [fraud prevention] all through all of these steps, you’re decreasing the danger that somebody makes it all over your funnel and into your group.”
Every step alone has gaps. However when layered collectively, these gaps grow to be a lot smaller—and far tougher to slide via.
As Nathan identified, the important thing shift is shifting past merely assessing candidates to actively verifying them.
“The standard knockout questions that you just design primarily based on a place’s necessities are straightforward to faux and simple to reply and simply grow to be a part of that Swiss cheese.”
As an alternative, groups are starting to construct extra interactive validation factors into the hiring course of.
That distinction issues. Assessments alone typically depend on inference. Validation confirms that the candidate demonstrating these expertise is similar particular person shifting via the hiring course of.
Shift #5: The Finest Screening Builds Belief—Not Simply Filters
When organizations reply to fraud danger, it’s straightforward to fall right into a “screen-out” mentality.
However the best groups are taking a special strategy.
As an alternative of asking “Can we reject this particular person but?” Ritu identified that they’re asking: “What info do we have to make a assured choice?”
That mindset shift adjustments how screening is designed. As an alternative of relying solely on key phrase filters or knockout questions, groups collect structured alerts that assist recruiters make knowledgeable choices.
Transparency additionally performs a serious function—particularly when AI is concerned.
“Candidates ought to know when AI is concerned, what it’s assessing, and {that a} human continues to be making the ultimate choice.”
When recruiters perceive why candidates seem on a shortlist—and hiring managers belief the outcomes—screening know-how begins delivering actual worth.
As Ritu summed it up:
“When recruiters say, ‘I do know why these candidates are right here,’ that’s when early screening is doing its job.”
Construct a Hiring Course of Candidates Can Belief
Candidate fraud could also be evolving, however so are the methods groups use to handle it.
And the organizations staying forward? They’re constructing hiring techniques that mix early alerts, considerate validation, and layered safeguards all through the funnel.
That strategy doesn’t simply cut back danger. It strengthens your entire hiring course of—making it clearer, extra constant, and extra reliable for everybody concerned.
As a result of nice hiring isn’t nearly discovering expertise. It’s about constructing a course of individuals can imagine in.
For extra insights from the knowledgeable panel, watch the total webinar.
Wish to see how Lever helps groups put this strategy into apply?
E book a demo to discover how our recruiting options assist floor stronger alerts earlier, confirm candidates with confidence, and maintain nice expertise shifting via your hiring course of.
