Staff ML Engineer – Identity Verification (Remote)

Coinbase, Inc.; Cheyenne (WY); Hybride; USD 218 000 - 257 000; Plein temps

Avantages offerts par ce poste

Equity

Bonus eligibility

Medical, dental, vision

401(k)

Résumé du poste

Coinbase is seeking a Staff Machine Learning Engineer for the Identity Verification team. You will own the ML systems that determine whether a person, document, and capture session are legitimate.

Every signup, account recovery, and high-risk action at Coinbase depends on these models. You'll lead the technical strategy for IDV ML end-to-end, from architecture through production enforcement, protecting the integrity of millions of accounts.

Qualifications

• 8+ years deploying production ML systems at scale.
• Domain experience in identity verification, biometrics, or account integrity with deep ML in at least two areas (vision/biometrics, GNNs, sequences, or NLP/LLMs).
• Expert-level Python with production experience in TensorFlow or PyTorch.
• Translating KYC/AML requirements and fraud trends into ML roadmaps for cross-functional stakeholders.
• Responsible use of generative AI with human oversight to improve workflows and quality.

Responsabilités

• Own the full IDV ML stack, including document authenticity models and detector systems.
• Build identity-graph systems to detect synthetic-identity rings and coordinated fraud at onboarding.
• Develop behavioral and device-intelligence models for real-time risk scoring.
• Drive vendor ML strategy and in-house evaluation layers to catch regressions before users see them.
• Lead and mentor engineers in the pod while partnering with ML Platform and Risk ML teams.

Connaissances

Identity verification ML

Biometrics

GNNs

Sequence models

NLP/LLMs

Python

TensorFlow/PyTorch

KYC/AML requirements

Description du poste

Coinbase is seeking a Staff Machine Learning Engineer for the Identity Verification team. You will own the ML systems that determine whether a person, document, and capture session are legitimate.

Every signup, account recovery, and high-risk action at Coinbase depends on these models. You'll lead the technical strategy for IDV ML end-to-end, from architecture through production enforcement, protecting the integrity of millions of accounts.