Design real-time and offline systems that detect harmful, deceptive, fraudulent, or policy-violating ads, advertisers, creatives, and landing experiences.
Develop scalable risk-signal pipelines, rules and model-serving infrastructure, decision systems, and enforcement workflows across the ads lifecycle.
Build advertiser-verification, account-risk, abuse-prevention, and fraud-detection capabilities that raise the cost of adversarial behavior.
Create review and investigation tools that help operations and policy teams make fast, consistent, and explainable decisions.
Design feedback loops, labeling systems, and integrity metrics that improve detection quality while managing false positives and user impact.
Partner with Ads Delivery and Ads ML to integrate integrity checks into retrieval, ranking, auctions, pacing, and serving without compromising reliability or latency.
Engineer resilient systems that adapt to changing adversarial tactics and support safe experimentation and incident response.
Define the technical strategy and roadmap for ads integrity across OpenAI’s monetization stack.
Operate systems with high engineering rigor through testing, observability, auditability, privacy and security reviews, and strong operational practices.

10+ years of experience building and operating large-scale distributed systems, ideally in ads integrity, trust and safety, anti-abuse, fraud, security, risk, or an adjacent domain.
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Design real-time and offline systems that detect harmful, deceptive, fraudulent, or policy-violating ads, advertisers, creatives, and landing experiences.
Develop scalable risk-signal pipelines, rules and model-serving infrastructure, decision systems, and enforcement workflows across the ads lifecycle.
Build advertiser-verification, account-risk, abuse-prevention, and fraud-detection capabilities that raise the cost of adversarial behavior.
Create review and investigation tools that help operations and policy teams make fast, consistent, and explainable decisions.
Design feedback loops, labeling systems, and integrity metrics that improve detection quality while managing false positives and user impact.
Partner with Ads Delivery and Ads ML to integrate integrity checks into retrieval, ranking, auctions, pacing, and serving without compromising reliability or latency.
Engineer resilient systems that adapt to changing adversarial tactics and support safe experimentation and incident response.
Define the technical strategy and roadmap for ads integrity across OpenAI’s monetization stack.
Operate systems with high engineering rigor through testing, observability, auditability, privacy and security reviews, and strong operational practices.

10+ years of experience building and operating large-scale distributed systems, ideally in ads integrity, trust and safety, anti-abuse, fraud, security, risk, or an adjacent domain.
Un

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Based on: Software Engineer - Ads Integrity

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