The mission of the Platform Product Group engineers is to build a trusted, scalable, and compliant platform to operate with speed, efficiency, and quality.
The teams build and maintain the platforms critical to the existence of Coinbase, including Product Foundations, Machine Learning, Customer Experience, and Infrastructure.
As a machine learning engineer, you will construct essential infrastructure for the open financial system by harnessing diverse and extensive data sources, including the blockchain.
Your role will grant millions of individuals access to cryptocurrency while identifying and thwarting malicious entities.
You will employ machine learning to enhance the overall user experience, including recommendations, risk assessment, chatbots, and other aspects, making the product secure and user-friendly.
Job duties include investigating and harnessing cutting-edge machine learning methodologies to address challenges such as fraud detection, feed ranking, recommendation systems, targeting, chatbots, and blockchain mining.
You will develop and deploy robust, low-maintenance applied machine learning solutions in a production environment.
You will create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources across Coinbase.
Requirements:
You must have 5+ years of industry experience as a machine learning and software engineer.
You should have experience building backend systems at scale with a focus on data processing, machine learning, and analytics.
You need to have experience with at least one ML model, such as LLMs, GNN, Deep Learning, Logistic Regression, or Gradient Boosting trees.
A working knowledge in one or more of the following areas is required: data mining, information retrieval, advanced statistics, natural language processing, or computer vision.
You should exhibit core cultural values, including adding positive energy, communicating clearly, being curious, and being a builder.
Benefits:
The position offers the opportunity to work remotely.
You will have the chance to contribute to a mission-driven company that is focused on building a secure and user-friendly financial platform.
You will be part of a collaborative team that fosters a culture of widespread machine learning utilization.
The role provides the opportunity to work with cutting-edge technologies and methodologies in the field of machine learning.
