Staff Machine Learning Engineer (Platform - Identity)

Owns ML systems for identity verification, including fraud detection and anomaly detection.

• •As a Staff Machine Learning Engineer on the Identity Verification team, you'll own the ML systems that determine the legitimacy of users, documents, and sessions.
• •Key Responsibilities Own the full IDV ML stack, including document authenticity models and face-match.
• •Build identity-graph systems using GNNs to detect fraud at onboarding.
• •Develop behavioral and device-intelligence models for real-time anomaly detection.
• •Lead and mentor senior and mid-level engineers.
• •Drive vendor ML strategy by benchmarking external models.
• •Requirements 8+ years deploying production ML systems at scale.
• •Domain experience in identity verification, biometrics, or account integrity.
• •Expert-level Python with production experience in TensorFlow or PyTorch.
• •Track record translating KYC/AML requirements into ML roadmaps.