Staff Machine Learning Engineer, Platform
Coinbase
Staff Machine Learning Engineer, Platform
Coinbase
full-time
Posted on:
Origin: • 🇺🇸 United States
Visit company websiteSalary
💰 $218,025 - $256,500 per year
Job Level
Lead
About the role
- Define the technical strategy for a portfolio of projects
- Design and implement models that protect funds of Coinbase users
- Fine tune LLMs for automated document processing and risk assessment
- Create real-time ML pipelines that can detect and prevent risks before they materialize
- Work with experts to translate their domain knowledge into ML features and models
- Build explainable ML systems that can justify their risk assessments
- Collaborate with platform teams to deploy models at scale with high availability and low latency
- Apply latest advances in ML and GenAI to real-world problems impacting millions of users
Requirements
- 8+ years of industry experience in Machine Learning (or PhD+5)
- Prior experience working with Payment Risk/Credit Risk/Account Take Over models
- MS in Machine Learning, Computer Science, other technical field (PhD preferred)
- Strong developer experience with ability to leverage auto-code generation techniques for ML and scalable distributed applications
- Strong foundation in modern ML techniques (DNNs, transformers, LLMs, classification)
- Experience building and deploying production ML systems at scale
- Ability to balance ML model complexity with production requirements
- Strong communication skills to work effectively with domain experts
- Nice to have: Familiarity with regulatory requirements in financial services
- Nice to have: Knowledge of crypto/blockchain technology
