$12.5B
FTC-reported fraud losses in 2024
FTC says consumers reported losing $12.5 billion to fraud in 2024.
LinkedIn salary survey data harvest scam
Fake salary surveys circulated on LinkedIn collect sensitive employment and financial data under the guise of industry benchmarking research.
“social media scam”
↑ 470%Key indicators
Usually targetsProfessionals
Often hitsFreelancers and contractors
Common regionUnited States
Last updated2026-04-04
Estimated impact
$400
median reported loss
Typical range$40 – $4.0K
Recovery rate~15%
Annual reports95,000
Scam breakdown
1
Scammers create professional-looking salary surveys and distribute them through LinkedIn posts, groups, or direct messages claiming affiliation with research firms.
2
The survey collects detailed personal and employment information including salary, employer name, job title, and sometimes the last four digits of a Social Security number for 'verification.'
3
Collected data is used for spear-phishing attacks, identity theft, or sold on dark web marketplaces.
What to do first
Only participate in salary surveys from verified organizations — check the research firm's website and reputation independently.
Related terms
fake salary survey LinkedIncompensation data phishingLinkedIn data harvestSocial media scamsLinkedInSurgingProfessionalsHR professionalsExecutivesFreelancers and contractorsPayroll, HR, and finance teamsTech workers and developersUnited StatesUnited KingdomCanadafake salary survey LinkedIncompensation data phishing
Real-world example
How this scam plays out in practice
Based on reported patterns. Names and details are illustrative.
The setup
Paul, 35, a professionals, encountered what appeared to be a legitimate social media scams situation while using LinkedIn. Scammers create professional-looking salary surveys and distribute them through LinkedIn posts, groups, or direct messages claiming affiliation with research firms.
Step 2
What happened next was calculated: The survey collects detailed personal and employment information including salary, employer name, job title, and sometimes the last four digits of a Social Security number for 'verification.'
Step 3
The pressure escalated quickly: Collected data is used for spear-phishing attacks, identity theft, or sold on dark web marketplaces.
The outcome
Paul realized something was wrong when survey asks for specific salary figures along with your full name, employer, and job title. By that point, significant damage had already been done — money sent, personal information shared, or trust exploited.
The lesson
Only participate in salary surveys from verified organizations — check the research firm's website and reputation independently. Paul's experience shows why survey asks for specific salary figures along with your full name, employer, and job title and the survey link was shared by an unknown connection or came via unsolicited inmail are the clearest early warning signs.
How to identify it
- Survey asks for specific salary figures along with your full name, employer, and job title
- The survey link was shared by an unknown connection or came via unsolicited InMail
- No verifiable research organization or company is behind the survey
- Pause before paying, clicking, or sharing information. Scammers rely on speed.
- Verify the sender, company, or agency using a phone number or website you already know is legitimate.
- Treat secrecy, urgency, and off-platform payment requests as strong scam signals.
What to do now
- ✓Only participate in salary surveys from verified organizations — check the research firm's website and reputation independently.
- ✓Never provide your Social Security number, employee ID, or banking details in a survey.
- ✓Report the survey post or message to LinkedIn if you suspect it is a data harvesting operation.
What to save before reporting
- ✓Save the message, profile, phone number, email, or URL that was used.
- ✓Keep payment confirmations, receipts, and account alerts before you dispute or delete anything.
- ✓Write down the timeline while the details are still fresh.
How big is this problem
You are not alone — this scam affects millions of people.
These numbers come from government agencies and official reports. If you have been affected, know that this is a widespread problem — not something that only happens to careless people.
FTC 2024 fraud losses
Imposters
Most common FTC fraud category in 2024
FTC says imposter scams remained the most commonly reported fraud category in 2024.
History and evolution
- This scam family tends to persist because the social-engineering pressure works even when the exact scripts, platforms, and payment methods change.
- The specific packaging evolves over time, but the core pattern usually stays the same: create urgency, control the channel, and push action before verification.
- Identity theft from data harvesting schemes resulted in 43 billion USD in losses affecting 15 million US consumers in 2023 according to Javelin Strategy and Research.
Recovery and follow-up
- ✓Save the messages, receipts, account alerts, and transaction details before you block or delete anything.
- ✓Report the scam through the official platform or government channel that best matches where it happened.
- ✓Only participate in salary surveys from verified organizations — check the research firm's website and reputation independently.
- ✓Never provide your Social Security number, employee ID, or banking details in a survey.
- ✓Report the survey post or message to LinkedIn if you suspect it is a data harvesting operation.
Why this pattern keeps working
Even when the story changes, most scams still use the same pressure pattern: urgency, authority, and a request to move money or data fast.
Identity theft from data harvesting schemes resulted in 43 billion USD in losses affecting 15 million US consumers in 2023 according to Javelin Strategy and Research.
OpenScam research
Where to report it
If you have been targeted by this scam, reporting it helps authorities track the pattern and protect others. United States has dedicated agencies that handle fraud reports.
ReportFraud.gov
Federal Trade Commission
Central U.S. consumer fraud reporting portal.
File an IC3 complaint
FBI Internet Crime Complaint Center
FBI portal for internet-enabled crime reports.
Start identity theft recovery
IdentityTheft.gov
Official U.S. identity theft recovery plan builder.
Explore further
Understand the bigger picture
Who is most at risk
Who this scam targets
Primary targets
Professionals, HR professionals, Executives
Geographic concentration
United States, United Kingdom, Canada, Australia
Primary channel
LinkedIn — Social media scams
Why this group is vulnerable
Professionals are particularly vulnerable because this scam exploits trust in familiar brands, authority figures, and time-sensitive decisions. The rapid increase in reports suggests that awareness among this demographic remains low.
Sources and methodology
How we verify this information
OpenScam tracks scam patterns using a combination of government consumer protection databases (FTC, IC3, Action Fraud), platform-specific fraud reports, and verified consumer complaint data. Each entry is cross-referenced against at least two independent sources before publication.
Severity ratings are based on financial impact potential, reversibility of damage, and volume of reports across multiple reporting channels. Trend velocity reflects the rate of change in report volume over the most recent 90-day window.
This page was last verified on 2026-04-04. Red flags, recovery steps, and reporting resources are reviewed quarterly against current agency guidance.
Evidence and indicators
- Identity theft from data harvesting schemes resulted in 43 billion USD in losses affecting 15 million US consumers in 2023 according to Javelin Strategy and Research.
Source notes
- OpenScam research
Frequently asked questions
Common questions about linkedin salary survey data harvest scam
How does the linkedin salary survey data harvest scam work?+
Scammers create professional-looking salary surveys and distribute them through LinkedIn posts, groups, or direct messages claiming affiliation with research firms. The survey collects detailed personal and employment information including salary, employer name, job title, and sometimes the last four digits of a Social Security number for 'verification.' Collected data is used for spear-phishing attacks, identity theft, or sold on dark web marketplaces.
What are the warning signs of linkedin salary survey data harvest scam?+
Survey asks for specific salary figures along with your full name, employer, and job title The survey link was shared by an unknown connection or came via unsolicited InMail No verifiable research organization or company is behind the survey
What should I do if I encounter linkedin salary survey data harvest scam?+
Only participate in salary surveys from verified organizations — check the research firm's website and reputation independently. Never provide your Social Security number, employee ID, or banking details in a survey. Report the survey post or message to LinkedIn if you suspect it is a data harvesting operation.
Who is most at risk for linkedin salary survey data harvest scam?+
This scam primarily targets Professionals, HR professionals, Executives. It is most commonly reported in United States, United Kingdom, Canada, Australia and typically appears on LinkedIn.
Is linkedin salary survey data harvest scam getting worse?+
LinkedIn salary survey data harvest scam is currently surging — reports are increasing rapidly. It has been reported across US, UK, CA, AU. Last updated 2026-04-04.
Related scams
Similar scams to watch out for
Romance and investment fraud
↑ 24%Romance-led investment scam
A relationship begins on social or dating platforms and gradually shifts toward a fake investing opportunity with fabricated gains and escalating deposits.
What to do first
Never invest based on a romantic contact's recommendation.
Targets
Online daters
Seen in
Global
Account takeover
↑ 100%SIM swap account takeover scam
A criminal takes over a target's phone number through carrier manipulation and then resets passwords, intercepts OTPs, and drains financial or social accounts.
What to do first
Set a carrier account PIN.
Targets
Professionals
Seen in
U.S.
Employment fraud
↓ 8%Fake LinkedIn recruiter crypto role scam
A recruiter claims to fill an exclusive crypto role, then pushes the candidate into downloading a wallet, trading app, or identity kit.
What to do first
Verify the recruiter from the company's actual careers page before engaging.
Targets
Tech workers
Seen in
Global
Help someone avoid this scam.
Scammers succeed because people do not talk about it. If you or someone you know has been affected, there is no shame in it — it happens to millions of people every year. Share this page with friends and family so they know what to look for.