Coinbase is seeking to increase economic freedom in the world by building the emerging onchain platform and the future global financial system. The AI Platform Team is focused on building centralized AI infrastructure and acceleration solutions to drive productivity, innovation, and customer impact across Coinbase, aiming to lower barriers to cryptocurrency adoption and shape the future of AI-powered interactions.
Requirements
- 10+ years of experience in machine learning and software engineering.
- Proven expertise in designing, building, scaling, and maintaining production services, with a strong focus on data processing/machine learning/analytics.
- Hands-on experience with at least one ML model type, such as LLMs, GNNs, Deep Learning, Logistic Regression, or Gradient Boosting Trees.
- Proficiency in one or more areas, including data mining, information retrieval, advanced statistics, natural language processing, or computer vision.
- Ability to write high-quality, well-tested code that effectively addresses customer needs.
- Proficiency with GenAI frameworks/tools and technologies such as Apache Airflow, Spark, Flink, Kafka/Kinesis, Snowflake, and Databricks.
- Familiarity with model interpretability and responsible AI practices.
Responsibilities
- Explore and apply advanced machine learning techniques, including large language models (LLMs), deep learning, and graph neural networks, to solve complex challenges across the organization.
- Drive project execution by managing priorities, deadlines, and deliverables, leveraging your technical expertise.
- Develop high-quality, well-tested Python code to address critical product and business needs.
- Design scalable, secure systems using state-of-the-art AI/ML technologies and industry best practices.
- Troubleshoot and resolve complex technical issues to improve system reliability, scalability, and operational efficiency.
- Ensure the security, scalability, and architectural integrity of feature designs through thorough reviews across teams.
Other
- Collaborate with management and stakeholders to define strategic roadmaps and translate them into actionable quarterly plans.
- Mentor team members on design principles, coding standards, and the adoption of AI productivity tools.
- Experience mentoring and developing junior engineers by implementing processes and setting a high standard for excellence.
- Passion for building an open financial system that connects the world.
- Exceptional written and verbal communication skills, with a commitment to open and transparent cultural practices.
