Staff Threat Analyst, Ads Fraud

Responsibilities

• Strategy & System Architecture: Formulate and execute a multi-quarter vision for advertiser fraud detection and enforcement; independently prioritize high-impact risks like account takeover (ATO), payment/billing fraud, cloaking, deceptive ads and network abuse.
• Deep Analytics & Investigations
• Conduct deep-dive investigations into complex, multi-entity fraud networks and sophisticated adversarial tactics.
• Drive root-cause analysis and map cluster infrastructure to prevent recurring abuse.
• Product/XFN Delivery
• Partner directly with Data Science and Engineering to translate investigative findings into high-precision detection logic, risk scores, and automated enforcement pipelines. Serve as the primary Safety SME interfacing with Ads Product, Ads Engineering, and Policy teams to align on shared risks. Synthesize complex…
• Playbook & Methodology Development
• Design, document, and standardize operational playbooks, escalation frameworks, QA standards, and feedback loops for all investigative and enforcement pathways.

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