Senior ML Engineer: End-to-End Impact, Remote-First

Coinbase, Inc.; Carson City (NV); Remote; USD 214,000 - 225,000; Full time

Job summary

Coinbase, a remote-first company, seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives from problem formulation to production deployment and online experimentation. You will build scalable models for personalized experiences across crypto and markets and collaborate with Product, Data Science, and Engineering in a fast-paced environment.

You will design multi-stage models, production pipelines, and real-time features; mentor L3-L4 engineers; and contribute to AI-native

Qualifications

• 5+ years of experience shipping production ML systems.
• Proven track record in domains like recommendation systems or production LLM apps.
• Strong software/data skills in Python or Go, with modern ML stacks.
• Experience with offline evaluation and online A/B experiments.
• Mentor junior engineers and drive complex projects end-to-end.
• Responsible use of generative AI with human oversight.

Responsibilities

• Own end-to-end ML initiatives from problem formulation to production deployment and online A/B testing.
• Build and iterate on multi-stage recommendation, retrieval, and contextual bandit models for millions of users.
• Design intelligent notification orchestration and targeting systems to improve user experience.
• Develop production LLM pipelines, grounding workflows, and automated evaluation loops.
• Architect low-latency model serving services and real-time feature pipelines; lead incidents.
• Partner with Product/Data Science/Engineering to shape roadmaps and scale velocity.

Skills

ML engineering

Production ML

Python

Go

PyTorch

GBDTs

Spark/Databricks

Ray

Kafka

Tecton

Tools

PyTorch

GBDTs

Spark/Databricks

Ray

Kafka

Tecton

Job description

Coinbase, a remote-first company, seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives from problem formulation to production deployment and online experimentation. You will build scalable models for personalized experiences across crypto and markets and collaborate with Product, Data Science, and Engineering in a fast-paced environment.

You will design multi-stage models, production pipelines, and real-time features; mentor L3-L4 engineers; and contribute to AI-native