Senior Machine Learning Platform Engineer - Identity
Required skills
- ML Platform
- feature engineering
- model training
- model serving
- fraud detection
- user personalization
- blockchain analysis
- stream processing
- distributed training
- inference services
Nice to have
- Platform - Identity
Role summary
Coinbase is seeking a Senior Machine Learning Platform Engineer to build and maintain the core infrastructure for ML operations, including feature engineering, model training, and serving. This role involves owning critical systems for stream processing, distributed training, and inference services, supporting areas like fraud detection and personalization. The engineer will focus on reliability, low latency, and scalability, mentor junior team members, and ensure responsible use of generative AI. A minimum of 5 years of software engineering experience with distributed systems and ML infrastructure is required.
Ready to do the most impactful work of your career? At Coinbase, we are uncompromising on our mission to increase economic freedom. The bar is high, the environment is intense, and we like it that way. This isn't a place for complacency, it’s a place to be pushed past your perceived limits. If you're ready to build the future of finance alongside people who refuse to settle for "good enough," you belong here. Coinbase is a remote-first, but not remote-only company. Expect to get together quarterly for intense in-person working sessions called “surges.” learn more about working at Coinbase.
As a Senior Machine Learning Platform Engineer on the ML Platform team within the Platform group, you'll build the foundational infrastructure that powers feature engineering, model training, and model serving across Coinbase. The platform you build supports fraud detection, user personalization, and blockchain analysis. You'll own critical systems spanning stream processing, distributed training, and highly available inference services, directly shaping how ML scales across the company.
What You'll Do:
Required Skills and Experience:
Pay Transparency Notice: Base salary varies by location (see range below). Total compensation may also include equity and bonus eligibility, and benefits (medical, dental, vision, 401(k)).
Annual base salary range (excluding equity and bonus):$191,250—$225,000 USDSample Coinbase interview questions
- 1
Design a Crypto Exchange
system designmedium - 2
Design a cryptocurrency dashboard using LLMs.
system designaverage - 3
Design a system for managing a distributed message broker.
system designmedium - 4
Design a system for managing a social network's newsfeed.
system designmedium - 5
How would you manage a large number of users in the database to ensure scalability?
system designaverage
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