As a machine learning engineer you’ll be building the critical infrastructure for the open financial system -- tapping into a variety of large data sources such as the blockchain -- to provide millions of people access to crypto while detecting and preventing bad actors. You’ll not only have the chance to drive significant impact from protecting Coinbase, you’ll also leverage machine learning to make our product delightful by adding intelligence to recommendations, risk, chatbots and much more.
What you’ll be doing:
Explore and leverage state of the art machine learning techniques viz. deep learning, LLMs, graph neural networks, for a variety of problems across the company including fraud, feed ranking, recommendations and targeting, chatbots, blockchain mining.
Build and launch excellent productionalized, low-maintenance applied Machine Learning integrations.
Build onboarding codelabs, tools and infrastructure for ML to democratize access to ML across Coinbase.
What we look for in you:
5+yrs of industry experience as a machine learning and software engineer
Experience building backend systems at scale with a focus on data processing/machine learning/analytics.
Experience with at least one ML model: Logistic Regression, Gradient Boosting trees, Deep learning, etc.
Working knowledge in one or more of the following: data mining, information retrieval, advanced statistics or natural language processing, computer vision.
Exhibit our core cultural values: add positive energy, communicate clearly, be curious, and be a builder.
Nice to haves:
BS, MS, PhD degree in Computer Science, Machine Learning, Data Mining, Statistics, or related technical field.
Knowledge of Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, Hadoop, Hive.
Experience with Python.
Experience with model interpretability, responsible AI.
Experience with data analysis and visualization.
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, ethereum, and litecoin. Our vision is to bring more innovation, efficiency, and equality of opportunity to the world by building an open 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 intuitive to use.
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Check below to see all of the open Coinbase jobs organised by team.
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