Coinbase is seeking to build a recommendations platform that accelerates the adoption of ML/AI solutions for personalizing the user experience across the entire Coinbase ecosystem. The goal is to democratize access to advanced ML-based discovery and personalization solutions by building representations of key entities and providing personalized ranking, discovery, and recommendations frameworks.
Requirements
- 3+ years of experience in software engineering.
- Proven expertise in building and maintaining production services, with a strong understanding of micro-services architecture.
- Experience with streaming and batch data processing pipeline on top of Kafka, Spark, Snowflake or similar technologies.
- Ability to write high-quality, well-tested code that meets customer needs.
- Deep understanding of what high-quality code and software engineering processes look like, and the ability to foster an environment that promotes them.
- Strong technical skills in system design and coding
- Good high-level grasp of AI/ML concepts like LLMs, GNNs, Deep Learning, Logistic Regression, or Gradient Boosting Trees.
Responsibilities
- Design and develop a centralized platform for all Search&Recommendations use cases at Coinbase.
- Advocate for and ensure adoption of the platform across teams.
- Write high-quality, well-tested code to address critical product and business needs.
- Build scalable, secure systems using modern cloud technologies and industry best practices.
- Debug complex technical issues to enhance system reliability, scalability, and ease of operation.
- Review and ensure the security, scalability, and architectural integrity of feature designs across teams.
- Build pipelines to integrate with third-party vendors and streamline workflows.
Other
- Passion for building an open financial system that unites the world.
- Excellent written and verbal communication skills, with a preference for open and transparent cultural practices.
- In-person participation is required throughout the year.
- Team and company-wide offsites are held multiple times annually to foster collaboration, connection, and alignment. Attendance is expected and fully supported.
- Answers to crypto-related questions may be used to evaluate your onchain experience.
