Senior ML Engineer — Personalization & Real-Time AI Systems

FDE Times; Ohio; Remote; USD 214.000 - 225.000; Vollzeit

Zusammenfassung

Coinbase is a remote-first, but not remote-only company. The ML & Discovery team in Consumer Growth builds machine learning systems that power personalized recommendations and insights for millions of users across crypto, equities, derivatives, and prediction markets.

As a Senior Machine Learning Engineer (L5), you will own end-to-end initiatives from problem formulation through production serving and online testing.

Qualifikationen

• 5+ years of experience shipping production ML systems.
• Experience in ML engineering and software development.
• Proficiency with Python or Go in backend systems.

Aufgaben

• Own end-to-end ML initiatives from problem formulation and offline evaluation to production deployment and online A/B testing, driving measurable lifts in user engagement, retention, and trading activity.
• Build and iterate on multi-stage recommendation, retrieval, and contextual bandit models that serve personalized experiences to millions of users across crypto, equities, derivatives, and prediction markets.
• Design intelligent notification orchestration, candidate ranking, and targeting systems that match users with timely, high-value alerts while avoiding fatigue and improving user experience.
• Develop production LLM pipelines, grounding workflows, and automated evaluation loops that generate accurate, real-time market insights and personalized financial content.
• Architect resilient, low-latency model serving services and real-time feature pipelines, eliminating technical debt, leading incident response, and raising our operational reliability bar.
• Partner with Product, Data Science, and Engineering to shape the team roadmap, mentor L3-L4 engineers, and build AI-native workflows and automation that multiply team velocity.

Kenntnisse

Machine learning engineering

Software development

Python

Go

Tools

PyTorch

GBDTs

Spark/Databricks

Ray

Kafka

Tecton

Jobbeschreibung

Coinbase is a remote-first, but not remote-only company. The ML & Discovery team in Consumer Growth builds machine learning systems that power personalized recommendations and insights for millions of users across crypto, equities, derivatives, and prediction markets.

As a Senior Machine Learning Engineer (L5), you will own end-to-end initiatives from problem formulation through production serving and online testing.