Staff Machine Learning Engineer(Platform - Identity)

📋 Description

• Own the full IDV ML stack, including document authenticity models, 1:1 and 1:N face-match, liveness
• Build identity-graph systems using GNNs that cluster accounts sharing biometric, device, and
• Develop behavioral and device-intelligence models for capture-session anomaly detection
• Drive vendor ML strategy by benchmarking external models against a Coinbase-owned evaluation set
• Lead and mentor senior and mid-level engineers in the pod while partnering with ML Platform and

🎯 Requirements

• 8+ years deploying production ML systems at scale, with proven technical leadership owning
• Domain experience in identity verification, biometrics, or account integrity with deep applied ML
• Expert-level Python with production experience in TensorFlow or PyTorch, including model training
• Track record translating KYC/AML requirements and fraud trends into ML roadmaps and communicating
• Utilizes generative AI responsibly, maintaining human oversight to deliver business-ready outputs

🎁 Benefits

• Equity
• Bonus
• Benefits: medical, dental, vision, 401(k)