Staff Machine Learning Engineer - Remote

Overview

Coinbase is seeking a Staff Machine Learning Engineer to revolutionize operations using ML and GenAI, impacting millions of users and the future of digital finance.

In Short

• Design and implement multi-modal ML models for document information extraction.
• Fine tune LLMs for automated document processing and risk assessment.
• Design models for user onboarding risk and KYC processes.
• Create real-time ML pipelines for risk detection.
• Collaborate with experts to translate domain knowledge into ML features.
• Build explainable ML systems for risk assessments.
• Deploy models at scale with high availability.

Requirements

• 8+ years of industry experience in Machine Learning (or PhD+5).
• MS in Machine Learning, Computer Science, or related field (PhD preferred).
• Strong developer experience with auto-code generation for ML.
• Knowledge in modern ML techniques (DNNs, transformers, LLMs).
• Experience in building and deploying production ML systems.
• Ability to balance ML model complexity with production needs.
• Strong communication skills for collaboration with domain experts.

Benefits

• Competitive salary and target bonus.
• Equity options.
• Comprehensive medical, dental, and vision benefits.