Staff Data Scientist, DocV
Core
Provide technical leadership for document verification solutions using computer vision and machine learning, overseeing the full model lifecycle from data strategy to production.
Role type
Staff Data Scientist (Computer Vision & ML)
Builds
Production ML systems for identity verification and fraud detection
Domain
Identity verification, fraud detection, computer vision
Deliverable
production ML models
Required skills
Computer vision, machine learning, full ML lifecycle management, technical leadership, mentoring, model deployment, production monitoring, data strategy
Preferred skills
Document verification, OCR, image forensics, transformer-based vision models, multimodal systems, foundation models, LLMs, enterprise customer experience, regulated environments
Technologies
Transformer-based vision models, multimodal systems, foundation models, LLMs
Responsibilities
Provide technical direction and guidance for document verification projects; oversee end-to-end ML lifecycle including data selection, development, evaluation, deployment, and monitoring; mentor data scientists on complex modeling challenges; establish best practices for model development and production readiness; identify technical risks and drive solutions for performance and scalability; partner with engineering and product to translate needs into modeling strategies.
Seniority
Staff, hands-on IC with strategic leadership
