Staff Threat Analyst, Ads Fraud

Required

• 7+ years of experience in threat intelligence, ad tech safety, trust & safety investigations, or platform integrity (focused on ad fraud, financial crime, ATO, or spam abuse).
• Demonstrated 0-to-1 track record of operating in ambiguous environments to build threat response frameworks.
• Strong proficiency in SQL, Python or R, and big data environments to independently query petabyte-scale datasets and construct adversarial network graphs.
• Experience using AI/LLMs as investigative copilots and partnering with ML teams to deploy LLM-based detection classifiers.
• Deep functional expertise in digital ad ecosystems, ad serving infrastructure, and ad-specific fraud archetypes.