Job scams built around impersonating real companies are not new. What is changing is the technology available to those behind them.
Generative AI can make it easier to create convincing text, images, profiles and other digital content at speed. For job seekers, that can make a fraudulent opportunity look more polished and credible at first glance.
For people exploring roles in advertising and AdTech, where hiring often involves specialised positions, remote conversations and candidates working across markets, this is worth paying attention to.
The answer isn’t to distrust every recruiter or online opportunity.
It is to know how to verify one before acting on it.
This guide looks at how job scams are evolving, how trusted brands can be impersonated, the warning signs to watch for, and the practical steps job seekers can take to verify an opportunity.
Why These Scams Can Blend Into AdTech Hiring
AdTech hiring often involves specialised roles across programmatic advertising, media buying, ad operations, performance marketing, sales and technology. Recruitment can also happen across geographies, with initial conversations taking place entirely online.
None of this makes AdTech uniquely vulnerable to fraud.
But it does mean that a digital-first hiring conversation can feel completely normal. A recruiter contacting you on LinkedIn, an interview taking place over video, or a remote role being discussed through email may not seem unusual.
That is precisely why verification matters.
A professional-looking job post, a familiar company name or a convincing recruiter profile can create an impression of legitimacy. None of those things, on their own, confirms that the opportunity is genuine.
Real Companies, Real Impersonation Warnings
The risk is not theoretical. Established companies across advertising and technology have publicly warned that scammers have used their names or identities to target job seekers.
The Trade Desk, a major demand-side platform, maintains guidance on recruiting fraud. It warns candidates that the company does not ask applicants for payments in exchange for employment and advises candidates to verify that recruiter communications come from an official @thetradedesk.com address and to apply through its official careers site.
Xapads also publishes a recruitment-fraud warning, stating that recruitment opportunities are communicated through its official careers page and verified @xapads.com email addresses. It also states that candidates are never asked to pay fees as part of the recruitment process.
Criteo has published examples of fraudulent recruitment campaigns involving fake job offers and communication through channels including Telegram, Signal, Teams and email. Its guidance highlights the importance of checking the sender, the communication channel and the legitimacy of the opportunity.
AppLovin has also warned about recruitment scams using its name, including approaches through WhatsApp and Telegram and requests involving payments or app downloads.
These examples illustrate an important point: impersonation is something that can happen to trusted brands.
A recognised company name can make a fraudulent message appear credible, which is exactly why job seekers should verify the opportunity independently rather than relying on the brand name alone.
The Job Scam Problem Is Growing
The underlying problem is already significant, even before considering newer AI-enabled techniques.
According to the U.S. Federal Trade Commission, reports of job and employment-agency scams nearly tripled between 2020 and 2024. Reported losses increased from approximately $90 million in 2020 to $501 million in 2024.
The Better Business Bureau has also documented the continued evolution of employment scams, including fraudulent remote-work opportunities, task-based scams and approaches through messaging platforms.
These numbers cover job scams broadly, rather than AdTech specifically. They also do not establish how much of the activity involves AI.
What they do show is that fraudulent employment opportunities are already a substantial problem. New technology is adding another layer to an existing playbook.
How AI Is Changing the Scam Playbook
It is important to distinguish between AI-enabled fraud in general and AI specifically being used in recruitment scams. There is not yet enough public data to quantify exactly how much job fraud is AI-generated.
However, law-enforcement agencies have documented the growing use of AI in fraud and impersonation.
The FBI’s 2025 Internet Crime Report introduced a dedicated category for complaints involving AI. It recorded 22,364 complaints and reported adjusted losses of nearly $893 million. The report describes the use of fake social profiles, voice cloning, fabricated identification documents and believable synthetic videos among AI-enabled fraud techniques.
For job seekers, several capabilities are particularly relevant.
AI-generated job postings and messages
Generative AI can produce polished written material quickly, including job descriptions, recruiter outreach and follow-up messages.
That doesn’t make polished writing suspicious by itself. It simply means that grammar, formatting and professional language are becoming less useful as indicators of authenticity.
A message that looks professional still needs to be verified.
Synthetic profiles and images
A scammer can use fabricated or misleading digital identities to create the appearance of a legitimate recruiter or hiring manager.
Instead of focusing only on whether a profile picture “looks real,” look at the profile as a whole.
Does the person’s employment history make sense?
Does the company list them as an employee?
Does their professional history appear established?
Can their role be independently verified?
AI-generated voice and video
AI can also be used to create or manipulate voice and video content.
The FBI has warned about AI-generated video and voice being used in impersonation schemes, including situations involving real-time communications.
For job seekers, a video call can therefore be a useful part of verification, but it should not be treated as absolute proof of identity.
Fake documents and offer letters
This tactic does not require AI, and it remains one of the most established parts of employment fraud.
A scammer may provide a convincing offer letter, employment contract or onboarding document and then request banking information, identity documents, payments or other sensitive information.
The appearance of a formal document is not enough.
The sender and the underlying opportunity still need to be independently verified.
Red Flags Worth Watching For
No single warning sign proves that a job opportunity is fraudulent. The strongest signal is usually a pattern of inconsistencies or pressure.
Longstanding red flags
- You are offered a job without a proper interview or meaningful conversation.
- The recruiter insists on keeping the entire process on WhatsApp, Telegram or another messaging platform while avoiding official company channels.
- You are asked to pay a registration, training, equipment, security or processing fee.
- You are asked to deposit a check and return part of the money or send it to another person.
- You are asked for financial or identity information before the opportunity has been independently verified.
- The compensation appears unusually high for the work being described.
- You are pressured to make a quick decision or warned that the opportunity will disappear if you do not act immediately.
Newer warning signs
- A recruiter has little professional history or information that cannot be independently verified.
- The recruiter’s claimed role or employment history does not match information available through the company’s official channels.
- Messages are highly polished but vague about your experience, the role or the actual hiring process.
- A job posting directs you to a website whose domain is slightly different from the company’s legitimate domain.
- A recruiter avoids a normal interview process or refuses reasonable requests to verify their identity.
- The communication contains unusual inconsistencies between the company name, email address, website, job description or contact details.
AI-generated content can look convincing, so the goal should not be to become an expert at identifying AI.
The better approach is to verify the opportunity through a channel the sender does not control.
How to Verify an AdTech Job Opportunity
A few simple habits can make a significant difference.
1. Start with the company’s official careers page
Instead of clicking the job link provided in a message, visit the company’s official website independently and navigate to its careers section.
Check whether the role exists.
If it doesn’t, pause before proceeding.
2. Check the email address carefully
Look beyond the display name.
A message appearing to come from a company executive or recruiter can still originate from an unrelated domain.
Pay attention to spelling, extra characters, unusual domains and free email services.
3. Verify the recruiter independently
Search for the recruiter’s name and role through the company’s official website or established professional platforms.
Don’t rely solely on the profile or contact details provided by the person who approached you.
4. Ask for a normal hiring process
Legitimate hiring processes vary between companies, but a genuine employer should generally be able to explain the role, interview process, reporting structure and next steps.
If someone refuses reasonable verification or continually changes the process, treat that as a reason to pause.
5. Check the website address
A fake career website can look remarkably similar to the real one.
Look carefully at the domain rather than judging the site by its design.
When in doubt, access the company’s website directly instead of using a link supplied in an unsolicited message.
6. Never pay to get a job
A request for money in exchange for employment, guaranteed placement, interview access or onboarding should be treated as a major warning sign.
Legitimate recruitment should not require candidates to pay for the opportunity itself.
7. Be careful with sensitive information
Don’t provide financial or identity information simply because someone claiming to be a recruiter asks for it.
Verify the employer, the role and the person first. Legitimate onboarding may require certain documents later, but those should be provided through a verified company process.
8. Search for existing warnings
Search the company name alongside terms such as “scam,” “fraud,” “fake recruiter” or “recruitment warning.”
Established companies sometimes publish fraud alerts when their names are being misused.
9. Contact the company independently
If you are unsure, find the company’s contact details through its official website and ask whether the recruiter or opportunity is genuine.
This is more reliable than replying to the contact details contained in the suspicious message.
What If You Have Already Responded?
If you realise that an opportunity may be fraudulent, stop communicating until you have verified what is happening.
If you have not shared money or sensitive information, avoid providing anything further.
If you have shared financial information or transferred money, contact your bank or financial institution as soon as possible and follow its fraud-reporting guidance.
Preserve relevant evidence, including emails, messages, phone numbers, profile links, websites, offer letters and payment details.
You can also report the fraudulent profile or posting to the platform where you encountered it.
If a real company’s identity has been used, consider notifying the company through an independently verified contact channel. Companies can use this information to investigate impersonation attempts and warn others.
What Companies Can Do
Job seekers are not the only ones with a role to play.
Companies can make legitimate opportunities easier to verify by maintaining clear careers pages, using consistent official email domains, publishing recruitment-fraud warnings and providing an accessible way for candidates to confirm suspicious approaches.
Recruitment teams can also educate candidates about what a genuine hiring process looks like and make it clear that employees and recruiters will never request payments in exchange for employment.
The wider industry can contribute through greater awareness, faster reporting of impersonation attempts and clearer communication around legitimate hiring practices.
The goal isn’t to make people suspicious of every online opportunity.
It is to make verification a normal part of the process.
Key Takeaways
Job scams existed long before generative AI. Fake recruiters, fraudulent offer letters, upfront payment requests and messaging-app-based approaches are well-established tactics.
What is changing is the technology surrounding them.
AI can make synthetic content easier to create and potentially more convincing, while platforms such as LinkedIn, WhatsApp and Telegram provide convenient channels through which people can be approached.
For job seekers, the response doesn’t need to be complicated.
Pause. Verify. Then proceed.
Check the role through the company’s official careers page.
Verify the recruiter’s identity independently.
Look carefully at the email address and website domain.
Be cautious about unsolicited approaches and unusual urgency.
Never pay to secure a job.
And don’t share sensitive information until the opportunity has been independently confirmed.
A familiar company name can create trust.
But trust should be the starting point for verification, not the substitute for it.