Senior ML Engineer, Personalization at Scale (Remote)

Coinbase, Inc.; Trenton (NJ); Remote; USD 214.000 - 225.000; Vollzeit

Benefits dieser Stelle

Equity

Bonus eligibility

Benefits (medical, dental, vision, 401

Zusammenfassung

Coinbase is seeking a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives, from problem formulation and feature engineering to production serving and online experimentation. You will partner with Product, Data Science, and Engineering to raise our engineering quality bar and use AI-native workflows to drive measurable business impact.

You will build multi-stage recommendation models, design intelligent notification systems, and mentor L3-L4 engineers in a fast-paced,

Qualifikationen

• 5+ years of experience shipping production ML systems.
• Proven track record in recommendations, ranking, or LLM applications.
• Strong backend skills in Python or Go.
• Experience with offline evaluation and online A/B testing.
• Ability to drive complex projects end-to-end and mentor juniors.
• Responsible use of generative AI with human oversight.

Aufgaben

• Own end-to-end machine learning initiatives from problem formulation to deployment and A/B testing.
• Build multi-stage recommendation, retrieval, and bandit models for personalized experiences.
• Design intelligent notification, ranking, and targeting systems.
• Develop production LLM pipelines and automated evaluation loops.
• Architect low-latency model serving and real-time feature pipelines.
• Mentor L3-L4 engineers and collaborate with cross-functional teams.

Kenntnisse

ML engineering

Production ML

Python

Go

A/B testing

Mentoring

Tools

PyTorch

Spark/Databricks

Ray

Kafka

Tecton

GBDTs

Jobbeschreibung

Coinbase is seeking a Senior Machine Learning Engineer (L5) to own end-to-end ML initiatives, from problem formulation and feature engineering to production serving and online experimentation. You will partner with Product, Data Science, and Engineering to raise our engineering quality bar and use AI-native workflows to drive measurable business impact.

You will build multi-stage recommendation models, design intelligent notification systems, and mentor L3-L4 engineers in a fast-paced,