Reports

The Irish Data Protection Commission issued a €310 million fine against LinkedIn Ireland Unlimited Company in October 2024 for GDPR violations. The DPC found LinkedIn processed member personal data for targeted behavioral advertising without a valid legal basis under Articles 5(1)(a), 6(1), and 13 of GDPR.

Irish Data Protection Commission · Oct 24, 2024

The DPC decision against LinkedIn included binding corrective measures in addition to the €310 million financial penalty, requiring LinkedIn to bring its data processing operations into compliance with GDPR. The decision covers consent, legitimate interests, and contract as legal bases that LinkedIn improperly relied upon for behavioral advertising.

Irish Data Protection Commission · Oct 24, 2024

The FTC Consumer Sentinel Network reported that job and business opportunity fraud was among the top ten fraud categories by reports in 2022, with consumers losing hundreds of millions of dollars collectively to employment-related scams. The FTC identified online job platforms as the primary discovery channel for fraudulent job offers.

Federal Trade Commission · Feb 28, 2023

The FTC reported that people lost more money to job scams in 2022 than in any other year on record, with reported losses exceeding $68 million. Scammers increasingly impersonate legitimate employers and use real job platform postings to lend credibility to fraudulent recruitment offers.

Federal Trade Commission · Jan 25, 2023

A 2023 Resume Builder survey of 649 hiring managers found that approximately 1 in 5 job postings are ghost jobs — positions companies post without genuine intent to hire in the near term. 43% of respondents admitted to posting job listings even when they were not actively hiring, using postings to collect a pipeline of candidates or to gauge market compensation.

Resume Builder · Mar 1, 2023

A 2024 Harvard Business Review analysis documented the prevalence and causes of ghost job postings — job listings that remain active despite no genuine current vacancy. The analysis found that ghost posting is systemic across major job platforms, driven by ATS pipelines, budget planning, workforce uncertainty, and recruiter activity benchmarking, rather than deceptive intent in most cases.

Harvard Business Review · Jun 1, 2024

LinkedIn's H2 2021 Transparency Report disclosed that the platform took action on 21.9 million fake accounts during the second half of 2021 alone. Of these, 19.5 million were blocked at registration before they could interact with the platform, while approximately 2.4 million were restricted or removed after passing initial registration checks.

LinkedIn · Jul 1, 2022

LinkedIn's H1 2022 Transparency Report disclosed that the platform took action on 11.9 million fake accounts in the first half of 2022. The platform uses a combination of automated detection at registration and post-registration behavioral analysis to identify and remove fake profiles.

LinkedIn · Dec 1, 2022