About the company
Coinbase is one of the most trusted cryptocurrency exchanges today. It secures cash on FDIC-secured accounts, lets you securely connect and trade crypto via your bank account, and blocks suspicious accounts to ensure user safety
Job Summary
What you’ll be doing (ie. job duties):
📍Investigate and harness cutting-edge machine learning methodologies, including deep learning, large language models (LLMs), and graph neural networks, to address diverse challenges throughout the company. These challenges encompass areas such as fraud detection, feed ranking, recommendation systems, targeting, chatbots, and blockchain mining. 📍Develop and deploy robust, low-maintenance applied machine learning solutions in a production environment. 📍Create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources across Coinbase, fostering a culture of widespread ML utilization.
What we look for in you (ie. job requirements):
📍10+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: LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc. 📍Exhibit our core cultural values: add positive energy, communicate clearly, be curious, and be a builder.