Finance and Operations Manager

Accountabilities

• Design and build full-stack applications that enable interaction with large-scale AI models, including both backend services and frontend interfaces.
• Develop high-performance backend APIs and services for model inference, including batching systems and optimized data processing pipelines.
• Create responsive and user-friendly frontend interfaces using modern frameworks such as React, Vue, or Angular.
• Implement state management and session persistence mechanisms to ensure consistent user experiences across complex workflows.
• Design and maintain event-driven architectures using pub/sub messaging systems to support asynchronous processing and scalability.
• Build and integrate database connectivity layers, including connections to cloud data platforms such as Snowflake and Databricks.
• Implement robust error handling, monitoring, and retry mechanisms to ensure system reliability and operational stability.
• Collaborate closely with MLOps and DevOps teams to optimize system architecture, deployment processes, and performance at scale.

Requirements

• 5+ years of professional experience in full-stack engineering roles within production environments.
• Strong proficiency in Python, with hands-on experience using FastAPI and ASGI-based frameworks for high-performance API development.
• Experience building full-stack applications using modern frontend frameworks such as React, Vue, or Angular.
• Strong understanding of event-driven architectures, pub/sub systems, and distributed task queues such as Celery.
• Experience with model serving patterns, including REST, gRPC, and asynchronous batching for large-scale inference workflows.
• Solid knowledge of SQL and NoSQL databases, as well as integration with cloud data platforms like Snowflake and Databricks.
• Experience implementing state management, session handling, and efficient data flow in distributed applications.
• Strong ability to deliver high-quality, maintainable frontend code while collaborating closely with product and design teams.
• Excellent problem-solving skills and ability to work in complex, fast-paced technical environments.

Benefits

• Competitive compensation package including salary and equity.
• Comprehensive health coverage for you and your dependents.
• Paid parental leave supporting all family-building journeys.
• Relocation support for candidates joining office locations.
• Mission-driven, low-ego culture focused on ownership and execution excellence.
• Opportunity to work on cutting-edge AI systems shaping enterprise decision-making.
• Exposure to advanced distributed systems, ML infrastructure, and large-scale data workflows.