Senior ML Engineer – Personalization & Real-Time AI

Coinbase, Inc.; Olympia (WA); Hybrid; USD 214.000 - 225.000; Vollzeit

Zusammenfassung

Coinbase, Inc. in the United States seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives—from problem framing and feature engineering to production serving and online experiments.

You will collaborate with Product, Data Science, and Engineering to shape the roadmap and deliver measurable business impact. You will build scalable models for recommendations, ranking, and alerts, deploy robust pipelines, mentor junior engineers, and help raise the team’s velocity with

Qualifikationen

• 5+ years of experience in machine learning engineering and software development, with a track record of shipping production ML systems.
• Proven track record in recommendation systems, multi-stage ranking and retrieval, contextual bandits, notification targeting, or production LLM applications.
• Strong software engineering and data skills in a backend language like Python or Go, with hands-on proficiency in modern ML and data stacks.
• Deep practical knowledge of offline model evaluation, training-serving skew mitigation, and online A/B experiments tied to business metrics.
• Demonstrated ability to drive complex projects end-to-end and mentor junior engineers.

Aufgaben

• Own end-to-end machine learning initiatives from problem formulation and offline evaluation to production deployment and online A/B testing.
• Build and iterate on multi-stage recommendation, retrieval, and contextual bandit models serving millions of users.
• Design intelligent notification orchestration and targeting systems to improve user experience.
• Develop production LLM pipelines and real-time market insights content.
• Architect low-latency model serving services and real-time feature pipelines.
• Mentor L3-L4 engineers and shape team roadmap with Product and Data Science.

Kenntnisse

ML engineering

Production ML

Python/Go

PyTorch

Spark/Databricks

Ray

Kafka

Tecton

offline evaluation

A/B testing

mentoring

Tools

PyTorch

Spark/Databricks

Ray

Kafka

Tecton

Jobbeschreibung

Coinbase, Inc. in the United States seeks a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives—from problem framing and feature engineering to production serving and online experiments.

You will collaborate with Product, Data Science, and Engineering to shape the roadmap and deliver measurable business impact. You will build scalable models for recommendations, ranking, and alerts, deploy robust pipelines, mentor junior engineers, and help raise the team’s velocity with