Senior Machine Learning Platform Engineer(Platform - Identity)

Coinbase
United States
Workplace: RemoteFull timeUSD 191,250 - 225,000 annuallyFunction: DevOps, Cloud & InfrastructureSkills: ["Ownership","Mentorship","Technical leadership","Reliability focus","Responsible AI"]

Build the ML Platform infrastructure that enables feature engineering, model training, and model serving across Coinbase. Own reliable, low-latency inference systems for predictive models and LLMs, design streaming pipelines for fresh feature data, and improve distributed training to handle large-scale workloads. Develop observability to monitor data quality and model degradation, and mentor junior engineers to raise production engineering standards.

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FursaFursa
Coinbase
Coinbase
17 hours ago

Senior Machine Learning Platform Engineer(Platform - Identity)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 4 hours agoStatus: Live

Job Summary

Build the ML Platform infrastructure that enables feature engineering, model training, and model serving across Coinbase. Own reliable, low-latency inference systems for predictive models and LLMs, design streaming pipelines for fresh feature data, and improve distributed training to handle large-scale workloads. Develop observability to monitor data quality and model degradation, and mentor junior engineers to raise production engineering standards.
Location: United States
Workplace: Remote
Employment Type: Full time
Job Function: DevOps, Cloud & Infrastructure
Seniority: Mid level

Key Responsibilities

  • •Own design and reliability of ML inference infrastructure for predictive models and LLMs with high availability and low latency.
  • •Build and optimize low-latency streaming pipelines delivering fresh feature data to production ML models.
  • •Improve distributed training infrastructure to process large data volumes efficiently.
  • •Develop observability tooling to monitor data quality and detect degradations impacting model performance.
  • •Mentor junior engineers to build production-grade software and raise team engineering standards.

Pay and Benefits

Salary: USD 191,250 - 225,000 annually
Equity and Bonus:Equity
Perks:MedicalDentalVision401k

Key Requirements

  • •5+ years as a software engineer with demonstrated ownership of distributed systems in production environments.
  • •Built and operated low-latency data or ML infrastructure such as streaming pipelines, online serving, or distributed training at scale.
  • •Track record mentoring engineers and raising engineering quality through code/design reviews and technical leadership.
  • •Familiarity with ML platform components like feature stores, model serving frameworks, and training orchestration.
  • •Ability to use generative AI responsibly with human oversight to deliver measurable business improvements.
Experience:Machine learningDistributed systemsStream processingLLMsFraud detectionModel trainingModel serving
Skills:OwnershipMentorshipTechnical leadershipReliability focusResponsible AI

Company Brief

Coinbase
Operates a cryptocurrency exchange and financial services platform that enables buying, selling, storing, and earning crypto assets, institutional trading, custody, and developer tools for blockchain applications.
Industry: Trading Platforms
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: San Francisco, United States
Founded: 2012
WebsiteLinkedIn