Staff Machine Learning Engineer - Remote

Overview

Base is planning to bring a million developers and a billion users onchain. We need your help to make that happen. Base’s mission is to build a global onchain economy that increases innovation, creativity, and economic freedom.

In Short

• Investigate and harness cutting-edge machine learning methodologies.
• Develop and deploy robust, low-maintenance applied machine learning solutions.
• Create onboarding codelabs and tools for democratizing access to machine learning resources.
• Be responsible for building out the ranking system from the ground up.
• Work with a diverse set of internal and external data sources.
• Collaborate with Data Science on feature generation.
• Integrate models directly into ad serving infrastructure.
• Have impact and ownership from day one.
• Exhibit core cultural values: add positive energy, communicate clearly, be curious, and be a builder.
• Curiosity for the crypto ecosystem and onchain data.

Requirements

• 7+ years of industry experience as a machine learning and software engineer.
• Experience building and deploying backend systems at scale.
• Knowledge of machine learning, data mining, and statistics.
• Familiarity with Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, Hadoop, and Hive.
• Experience with Python.
• Understanding of model interpretability and responsible AI.
• Experience with data analysis and visualization.

Benefits

• Target annual salary ranging from $218,025 to $256,500.
• Includes target bonus and target equity.
• Benefits include medical, dental, vision, and 401(k).
• Commitment to diversity and equal opportunity in the workplace.
• Support for reasonable accommodations for individuals with disabilities.