Senior Real-Time Fraud AI/ML Engineer

Adobe; New York (NY); Ibrido; USD 183.000 - 265.000; Tempo pieno

Descrizione del lavoro

Adobe in New York is seeking a Senior AI/ML Engineer for fraud and abuse detection. This hands-on role covers signals, modeling, and production deployment, with opportunities to apply LLMs, AI agents, and modern ML techniques to strengthen detection.

You will own end-to-end solutions from data signals to real-time enforcement, collaborating with risk, product, and engineering teams to ship production-ready capabilities in a hybrid work setting.

Competenze

• 8+ years building and operating production ML systems, preferably in fraud, abuse, risk, identity, trust & safety, or adversarial domains.
• Strong ML background with Python, SQL, and PyTorch.
• Experience guiding ML systems from feature engineering to production deployment and monitoring.
• Strong software/data engineering skills across ML, backend, and data infrastructure.
• Experience building with LLMs and/or AI agents for AI/generation-abuse use cases.
• Bachelor's degree or equivalent in CS, stats, math, or related field; advanced degree a plus.

Mansioni

• 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 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.

Conoscenze

Python

SQL

PyTorch

LLMs/AI agents

Production ML

Formazione

Bachelor's degree (CS/Stats/Math)

Descrizione del lavoro

Adobe in New York is seeking a Senior AI/ML Engineer for fraud and abuse detection. This hands-on role covers signals, modeling, and production deployment, with opportunities to apply LLMs, AI agents, and modern ML techniques to strengthen detection.

You will own end-to-end solutions from data signals to real-time enforcement, collaborating with risk, product, and engineering teams to ship production-ready capabilities in a hybrid work setting.