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Senior AI / Machine Learning Engineer — Fraud Detection
Adobe · San Jose, CA · Posted 58 days ago
Senior AI / Machine Learning Engineer — Fraud Detection
The Opportunity We are in search of an experienced Senior AI/ML Engineer to develop and broaden fraud and abuse detection systems. You will improve ML techniques in anomaly detection, user/device risk analysis, identity and service abuse, and evolving AI abuse scenarios. This is a hands-on role spanning ML, data, and backend systems, with opportunities to apply LLMs, AI agents, and modern ML techniques to strengthen detection. You will own solutions end to end — from signals and modeling through production deployment and real-time decisioning. Join us in crafting best in class fraud detection systems that will make a significant impact! What you'll Do
- Build and deploy high-precision ML models for fraud and abuse detection, anomaly detection, and risk scoring.
- Engineer risk signals from large-scale account, device, network, behavioral, velocity, and session data.
- Integrate ML/AI features into real-time risk decisioning and automated enforcement systems.
- Apply LLMs and AI agents to expand detection, investigation, and classification capabilities.
- Translate emerging attack patterns and relevant research into new models, signals, and mitigations.
- Evaluate solutions across accuracy, latency, cost, and customer impact.
- Own model evaluation, monitoring, and drift as attacker behavior evolves.
- Partner across engineering, product, and risk teams to ship production-ready capabilities.
What you'll need to succeed
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There are 292 open roles at Adobe right now. This role is one of 24 Machine Learning Engineer openings in San Jose, CA and centers on Machine Learning, Python, SQL, and Pytorch.
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