Staff Machine Learning Engineer(Platform - Identity)
Core
Own ML systems determining legitimacy of persons, documents, and capture sessions for account signup, recovery, and high-risk actions.
Role type
Staff Machine Learning Engineer (Identity Verification)
Builds
IDV ML stack, identity-graph systems, behavioral/device-intelligence models, and vendor ML strategy.
Domain
Fintech / Identity Verification / Fraud Detection
Deliverable
production ML models
Required skills
Production ML system deployment at scale, Identity verification domain expertise, Computer vision/biometrics, Graph Neural Networks (GNNs), Sequence models, NLP/LLMs, Expert-level Python, TensorFlow or PyTorch, Generative AI application
Preferred skills
Technical leadership, Cross-team architecture ownership, Stakeholder communication
Technologies
TensorFlow, PyTorch, GNNs
Responsibilities
Own full IDV ML stack from feature pipeline to production enforcement, Build identity-graph systems to detect synthetic-identity rings, Develop behavioral and device-intelligence models for real-time anomaly detection, Drive vendor ML strategy and evaluation, Lead and mentor senior/mid-level engineers
Seniority
Staff, technical leadership & mentorship