Remote Senior Machine Learning Engineer, Platform

Description:

• 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.