Senior Machine Learning Platform Engineer (Identity)

Join Coinbase as a Senior Machine Learning Platform Engineer. In this role, you will build the foundational infrastructure for feature engineering, model training, and model serving. You will own critical systems spanning stream processing, distributed training, and highly available inference services. You will also mentor junior engineers and drive improvements to distributed training infrastructure.

Concevoir et assurer la fiabilité de l'infrastructure d'inférence ML, en maintenant une haute disponibilité et une faible latence à grande échelle.

Responsibilities

• Construire et optimiser des pipelines de streaming à faible latence qui livrent des données de caractéristiques fraîches et de haute qualité aux modèles ML en production.
• Développer des outils d'observabilité pour surveiller la qualité des données entrant dans les modèles et détecter les dégradations impactant la performance des modèles.
• Familiarity with ML platform components (feature stores, model serving frameworks, training orchestration) sufficient to partner effectively with ML engineers as a platform builder

Requirements

• Built and operated low-latency data or ML infrastructure (streaming pipelines, online serving systems, or distributed training) processing data at scale
• 5+ years of industry experience as a software engineer, with demonstrated ownership of distributed systems in production environments
• Track record of mentoring engineers and raising team engineering quality through code reviews, design reviews, and technical leadership
• Utilizes generative AI responsibly, maintaining human oversight to deliver business-ready outputs and drive measurable improvements in workflow efficiency, cost, and quality

Pay

USD 191,250 - 225,000