Senior ML Engineer: End-to-End AI at Scale (Remote)

Coinbase, Inc.; Annapolis (MD); Remote; USD 214,000 - 225,000; Full time

Job summary

Coinbase, Inc. seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives from problem framing to production deployment and online experiments. You will collaborate with Product, Data Science, and Engineering to ship impactful ML features at scale for millions of users.

You will design multi-stage models, production LLM pipelines, and real-time insights while mentoring junior engineers and raising the team’s velocity in a rapid, data-driven environment.

Qualifications

• 5+ years of experience in machine learning engineering and software development with production ML systems.
• Expertise in recommendation systems, ranking, contextual bandits, or production LLM apps is preferred.
• Strong backend software skills in Python or Go and modern ML/data stacks.

Responsibilities

• Own end-to-end ML initiatives from problem framing to production deployment and online A/B tests.
• Build and iterate on multi-stage recommendation, retrieval, and contextual models for users.
• Design intelligent notification, ranking, and targeting systems to improve engagement.
• Develop production LLM pipelines and real-time market insights.
• Architect low-latency servicing and real-time feature pipelines; mentor engineers.

Skills

5+ years ML engineering

Python/Go backend

Production ML systems

Tools

PyTorch

GBDTs

Spark/Databricks

Ray

Kafka

Tecton

Job description

Coinbase, Inc. seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives from problem framing to production deployment and online experiments. You will collaborate with Product, Data Science, and Engineering to ship impactful ML features at scale for millions of users.

You will design multi-stage models, production LLM pipelines, and real-time insights while mentoring junior engineers and raising the team’s velocity in a rapid, data-driven environment.