Staff Threat Analyst, Ads Fraud
Core
Operational architect for Advertiser Fraud within Safety, establishing strategy, detection playbooks, and enforcement frameworks to protect the platform, advertisers, and users from bad actors.
Role type
Staff Threat Analyst (0-to-1 builder)
Builds
Scalable automated defenses, threat response frameworks, operational playbooks, and detection pipelines for ad fraud.
Domain
Digital advertising ecosystem, ad tech safety, platform integrity
Deliverable
production ML models | product features
Required skills
Threat intelligence, ad tech safety, trust & safety investigations, SQL, Python or R, big data environments, adversarial network graphing, AI/LLMs as investigative copilots, digital ad ecosystems, ad serving infrastructure, ad-specific fraud archetypes
Preferred skills
Global ad compliance, privacy regulations, regulatory reporting standards
Responsibilities
Formulate and execute multi-quarter vision for advertiser fraud detection; conduct deep-dive investigations into complex fraud networks; partner with Data Science and Engineering to translate findings into detection logic and automated pipelines; design and standardize operational playbooks and escalation frameworks.
Seniority
Staff, hands-on IC with strategy & mentorship
