Responsibilities
- Building robust backend services and APIs for model inference, including efficient batching systems and optimization for large datasets
- Implementing state management and session persistence mechanisms to maintain model context and deliver consistent user experiences
- Designing and developing responsive, user-friendly frontends for model interaction, monitoring, and configuration using modern frameworks (React, Vue, or Angular)
- Designing event-driven architectures with pub/sub messaging patterns to enable asynchronous processing and system scalability
- Developing database connectivity layers and integration points with third-party data sources (e.g., Snowflake, Databricks)
- Creating comprehensive error handling, retry mechanisms, and monitoring solutions to ensure system reliability
- Collaborating with MLOps and DevOps teams to optimize the overall architecture and deployment pipeline
Requirements
- 5+ years of experience in backend engineering roles
- Strong Python development experience, particularly with FastAPI and the ASGI ecosystem for high-performance API development
- Experience building full-stack applications with modern frontend frameworks (React, Vue, Angular) and backend systems
- Proficiency designing event-driven architectures using pub/sub messaging patterns and integrating distributed task queues (e.g., Celery) for asynchronous processing
- Understanding of model serving patterns (REST, gRPC, async batching) and experience handling large-scale inference workflows in production
- Knowledge of database systems (SQL/NoSQL) and integration with cloud data platforms (Snowflake, Databricks)
- Experience with state management, session persistence, and efficient data flow patterns in distributed applications
- Proven ability to deliver high-quality, maintainable frontend code and collaborate with design/product stakeholders
Benefits
- Competitive compensation with salary and equity
- Comprehensive health coverage, including medical, dental, vision, and 401K
- Fertility support, as well as paid parental leave for all new parents, inclusive of adoptive and surrogate journeys
- Relocation support for employees moving to join the team in one of our office locations
- A mission-driven, low-ego culture that values diversity of thought, ownership, and bias toward action
Additional Information
- Relocation support for employees moving to join the team in one of our office locations
