Machine Learning Engineer

Coinbase

San Francisco, CA

Expired: over a month ago Applications are no longer accepted.

Full-Time

Job Description

As a machine learning engineer in the Data organization, you will have a chance to work across the full spectrum of our data systems — from our data ingestion and transformation engines that empower users to build their own pipelines and dimensional models, through BI tooling automation that helps analysts deliver insights, to our machine learning platform that enables our machine learning team to iterate on, train at scale and productionize models at lightning speed.

Responsibilities:

Data Ingestion Platform: scalable, self-service tooling that allows non-engineers to manage batch and streaming ingestion pipelines and data transformations.
Data Governance System: a comprehensive system that encompasses data quality, lineage, sensitive data discovery and categorization, role-based access controls, auditing, and a user-friendly catalogue.
Frontend Analytics Service: large-scale clickstream ingestion pipeline and related stream processing.
Feature Store: Batch and real-time data aggregation and serving layer that powers predictive models.
Nostradamus: Training and scoring infrastructure that enable machine learning practitioners to take a model from an idea to production.

Requirements:

Exhibit our core cultural values: add positive energy, communicate clearly, be curious, and be a builder.
Experience building backend systems at scale with a focus on data processing/machine learning/analytics
Experience building microservices
Experience with Python and/or Java/Scala

Company Description

Founded in June of 2012, Coinbase is a digital currency wallet and platform where merchants and consumers can transact with new digital currencies like Bitcoin and Ethereum and Litecoin. Bitcoin is the world's most widely used alternative currency with a total market cap of approximately $10 billion.

Our vision is to bring more innovation, efficiency, and equality of opportunity to the world by building an open global financial system. Our first step on that journey is making digital currency accessible and approachable for everyone.

Two principles guide our efforts. First, be the most trusted company in our domain. Second, create user-focused products that are easier and more delightful to use.

Coinbase Mission

Our mission is to create an open financial system for the world. An open financial system is one that is not controlled by any one country or company (just like the internet did for distributing information). We think this is the highest leverage way to bring about more economic freedom, innovation, efficiency, and equality of opportunity in the world. We have a ten year plan to get there.

Imagine if every payment in the world was as fast, cheap, and global as sending an email. Imagine if anyone who had an idea for a product could have customers all over the world from day one. Imagine if anyone with a smartphone had access to the the same financial services we enjoy in the developed world.

An open financial system can be a great equalizer and lift billions out of poverty while accelerating the pace of innovation around the world. This is the best way we know to change the world.

Why Work Here?

Coinbase is the most used digital currency brokerage and exchange.

Founded in June of 2012, Coinbase is a digital currency wallet and platform where merchants and consumers can transact with new digital currencies like Bitcoin and Ethereum and Litecoin. Bitcoin is the world's most widely used alternative currency with a total market cap of approximately $10 billion. Our vision is to bring more innovation, efficiency, and equality of opportunity to the world by building an open global financial system. Our first step on that journey is making digital currency accessible and approachable for everyone. Two principles guide our efforts. First, be the most trusted company in our domain. Second, create user-focused products that are easier and more delightful to use. Coinbase Mission Our mission is to create an open financial system for the world. An open financial system is one that is not controlled by any one country or company (just like the internet did for distributing information). We think this is the highest leverage way to bring about more economic freedom, innovation, efficiency, and equality of opportunity in the world. We have a ten year plan to get there. Imagine if every payment in the world was as fast, cheap, and global as sending an email. Imagine if anyone who had an idea for a product could have customers all over the world from day one. Imagine if anyone with a smartphone had access to the the same financial services we enjoy in the developed world. An open financial system can be a great equalizer and lift billions out of poverty while accelerating the pace of innovation around the world. This is the best way we know to change the world.