Full-Stack Engineer

Key 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

Must Have

• 5+ years of experience in Full-Stack 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
• 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