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Charm Security- Fraud & Data Researcher at Team8 · Trevo
Charm's Scam Defense AI fights the epidemic of human-centric fraud that costs hundreds of billions annually and disrupts millions of lives. Our mission is "to break the scam spell" by protecting people from scammers who manipulate human psychology rather than just exploit technical vulnerabilities. When attackers increasingly use AI to scale their social engineering attacks, Charm responds with cutting-edge AI defense systems.
Using proprietary behavioral science models that combine fraud expertise with psychology and behavioral analysis, Charm has developed a comprehensive portfolio of AI-powered scam defense solutions for financial institutions. Our Prevention Agent proactively analyzes risk signals and intervenes in real-time, our Copilot empowers fraud analysts with conversation analysis and guided actions, and our Customer-Facing Agent provides self-serve protection with emotional support and professional escalation pathways.
We’re looking for a researcher to help us understand how fraudsters think, how scams evolve, and how to outsmart them through data, design, and AI. You’ll bring deep expertise in fraud operations - ideally from the inside of a bank or fintech - and turn it into features, signals, and specialized Fraud AI Agents.
What you'll do
Generate actionable insights from product data and agent telemetry to improve outcome and reasoning capabilities.
Identify patterns across scams, social engineering, and con-artist playbooks - to help out agents “think like a scammer” - and beat them.