Scammers are increasingly using publicly available information from sources like LinkedIn to create convincing job offers, making it harder for job seekers to distinguish legitimate opportunities from fraudulent ones. Colleen Paulson, founder of Ageless Careers, reported receiving an email for a position offering an "eye-popping" $900,000 annual salary, which she identified as a red flag, especially since it did not come from an official company domain. Paulson suspects the sender researched her online presence, including her work history and location from her LinkedIn profile. Experts note that in a challenging job market, individuals, particularly Gen Z who are newer to standard hiring practices, may overlook these warning signs due to desperation. Oscar Rodriguez, VP of Trust Product at LinkedIn, stated that AI advancements have made it cheaper and faster for scammers to impersonate others. Other common red flags include vague job descriptions, requests for money or personal details, and attempts to move communication to less secure platforms like chat apps. Bill Hague, EVP at Magid, also suspects he has received scam emails that referenced his background but contained other suspicious elements like non-working links and generic location information. Priya Rathod, workplace trends editor at Indeed, advised job seekers to be skeptical of offers that sound too good to be true and to verify job postings on official employer career pages. She also warned against offers that promise a job without an interview or ask for payment for equipment or expenses. The Federal Trade Commission highlighted fake check scams where new hires are asked to forward a portion of a deposited check, only for the check to later be found fraudulent. If targeted, it is advised to stop contact, avoid clicking links, and change passwords if personal information was shared.