arbiter-ai.com

30%

30% of their job posts look suspicious.

jobs checked

red flags

shouldiapply.fyi

Recent Job Listings

Title	Location	Posted	Score	Action
Senior Fullstack Engineer, PHP	—	Feb 17, 2026	B	Scan
Senior Enterprise Marketing Manager	—	Jan 23, 2026	B	Scan
Staff Backend AI Engineer	—	Jan 15, 2026	B	Scan
Senior Data Analytics Engineer	—	Jan 12, 2026	C+	Scan
General Interest	Remote, USA	Nov 18, 2025	C	Scan
Staff Backend Engineer, Automation Platform	—	Nov 13, 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.