People Data Labs

31%

31% of their job posts look suspicious.

jobs checked

red flags

shouldiapply.fyi

Recent Job Listings

Title	Location	Posted	Score	Action
Senior Software Engineer, Data Acquisition	—	Nov 19, 2025	C+	Scan
Senior Software Engineer, Full Stack	—	Aug 20, 2025	C+	Scan
Senior Data Engineer	—	Jul 22, 2025	C+	Scan

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This assessment is generated algorithmically from publicly available job listing data. It does not constitute legal advice, an accusation of fraud, or a definitive determination of hiring intent. Companies may have legitimate reasons for posting patterns detected by our heuristics. Updated daily.