Hiring fraud is now an industry. Here’s how to tell if you’re already a target

Hiring fraud used to be career hungry jobseekers jazzing up their employment history for a pay rise. Today, it’s a coordinated global industry run by organised crime rings, state-sponsored operations, deepfakes and AI-generated candidates who don’t exist. It’s so common, they’re probably already sitting in your inbox.

In the past year, nearly half of hiring leaders told us they confirmed or suspected candidate fraud. Alarmingly, 16% weren’t sure if they had or hadn’t experienced fraud, and roughly the same number were highly confident their process could detect it (source: Checkmate’s Hiring 26 Report). If you're in that last group, this is worth reading.

If you are unsure whether your process is a candidate fraud catcher or enabler, we break down exactly how fraud enters the hiring process, so you can build a fraud-resistant system that laughs in the face of organised crime.

In this guide:

How candidate fraud networks operate at scale

It might be hard to believe your next top candidate might be an AI-bot working for an international crime lord. But the reality is there are candidate fraud networks operating as organised, industrialised rings using stolen IDs, generative AI and deepfakes to exploit the cracks in traditional hiring processes that haven’t yet caught up. 

These schemes rely on local actors, ‘laptop farms’, fake websites and front companies to support synthetic candidate profiles and their employment history. We’re talking sophisticated synthetic identities that outclass the human eye. And they’re deceiving hiring teams at scale. 

In May 2024, the U.S. Department of Justice revealed that more than 100 U.S. companies had unknowingly hired IT workers tied to North Korea, generating millions in revenue for the regime.

Where fraud enters the hiring process

Candidate fraud used to mean one person exaggerating their job title. Now it enters at every stage of your hiring process, and standard screening checkpoints aren't built to catch it. Here are some common entry points for candidate fraud during hiring.

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Why traditional background checks fail in the age of synthetic candidate fraud

Many screening processes still innocently run exactly as they did before AI existed. In today’s environment, that’s like running your recruitment process wearing a blindfold and noise-cancelling headphones.

1. Most teams run checks too late in the hiring process

Let’s be clear in saying that traditional background checks are still valuable. The problem is that they’re conducted at the offer stage, after you’ve invested time and resources into screening, testing and interviewing candidates.

2. The screening process is fragmented, manual and siloed

Hiring teams are still using spreadsheets, printouts and multiple systems to manually request and manage checks. When recruiters and TAs are overwhelmed with high application volumes, pressure to hire fast, and multiple roles on the go, they’re unfairly burdened with risk. Manual checks can also rely on recruiter judgement at face value. Sometimes, when ownership is split across different teams,  it creates a gap in oversight and a risk of inaccurate or incomplete data due to human error.

3. Traditional background checks aren’t robust enough to catch synthetic fraud

Traditional checks like employment and criminal history, credentials and identity document validation simply verify that the identity provided is legitimate. Where they fall short is they don’t verify that the person on paper is the same ‘person’ applying for the role.

Hiring fraud is no longer individual, nor is it rare. It is an industry-scale operation, and your screening process needs to be re-designed with this in mind.

How to build a fraud-resistant hiring system

Fraud risk doesn't start at the offer stage, it starts the moment someone submits an application. A fraud-resistant hiring system runs checks continuously, flagging fraud signals from the first application all the way through to onboarding. Which means, you’ll want to build verifications into your hiring workflow. 

Here's what that looks like in practice:

1. Develop and enforce a robust screening policy that is clear, consistent, reliable and compliant – including red flag and adjudication guidelines to support decision makers.
2. Move checks earlier earlier in the process. Streamline your hiring workflows and automate checks based on triggers as candidates move through your process. Improve data oversight with real-time tracking of results from one place.
3. Close the identity gap. Introduce identity verification (e.g., biometric liveness detection) in addition to validating identity documents and qualifications through authoritative sources (not face value judgement).
4. Set clear expectations upfront. Tell candidates how you define AI acceptable, what your screening process involves, and what happens )including consequences) if fraud is detected.
5. Don’t skip remote onboarding verification. For remote roles or interviews, insist on camera-on interviews and add another biometric liveness check on day one. 
6. Make sure checks are streamlined and relevant to job profiles to meet risk and compliance needs (especially for sensitive roles).

Is your hiring process at risk?

Hiring fraud is common, organised, scalable, and designed to bypass outdated hiring systems that haven’t caught up. The good news is that once you know where it gets in, you can overhaul your hiring process, systems and policies to catch fraud before it catches you. 

Checkmate's all-in-one screening platform runs continuous checks from application to onboarding, with fraud detection, biometric verification, and full oversight from one place. See how it works.

FAQs

1) How do fraud networks commit hiring fraud?

Commercial candidate fraud networks operate multi-stage campaigns from application to onboarding. Schemes often rely on elaborate set-ups that include insider or local agents, laptop farms to assist remote access from overseas, front companies, fake websites, and stolen and augmented identities and credentials to bypass traditional background checks at scale and gain access to organisations. 

2) What industries are most at risk?

Industries considered most at risk of experiencing hiring fraud might be finance and IT-related or any industry with a high reliance on remote workers. Even highly regulated industries like healthcare and finance can be at risk, given the ease and sophistication of fraudulent AI-generated qualifications.  Checkmate automatically verifies qualifications, licences and professional registrations with authoritative sources.

3) How do I know if my company is at risk of hiring fraud?

Every company with an online hiring process carries some level of risk, but high-volume, remote-first, and remote-hiring environments are especially exposed. Assess your company’s risk by referring to our table of fraud entry points and cross-check it against your hiring process and the tools, systems and checks you are currently using (and when!). 

Checkmate minimises the risk of fraud with automatic fraud detection at application stage, streamlined workflows, continuous automated checks and document validation, biometric liveness verification, IP geolocation, VPN and VoIP detection, and advanced linguistic analysis on references.

4) How do you prevent insider risk?

Once a candidate is your employee, they have access to systems, data and sometimes finances. There are a few ways you can prevent insider risk. Re-verify identity using biometric liveness testing on day one to confirm the person onboarding is the same person you interviewed. From there, ongoing monitoring, behavioural flags, system access patterns, and regular performance reviews, reduces the risk of insider threats going undetected.

5) What’s the most effective way to prevent candidate fraud?

The best approach for fraud-resistant hiring is to partner with a background check provider that specialises in fraud detection and compliance. Move your checks earlier and build them into your workflow as candidates move through your hiring process. Checkmate’s all-in-one screening platform runs continuous checks from application to onboarding, with full automation and real-time visibility from one dashboard.