• Design, develop, and maintain full stack features—from RESTful APIs and backend services to responsive, user-friendly frontend components—using Python/Django and TypeScript/React. • Build and evolve backend systems that handle business logic, data storage, and integrations, ensuring performance, reliability, and scalability. • Implement reusable, accessible, and performant UI components in React. Collaborate with product and design to deliver intuitive user experiences. • Contribute to the design of our database models and write efficient, secure queries. Ensure the performance and integrity of our data layer. • Ensure you and other team members are contributing clean, efficient, testable, and reusable code that aligns with our technical strategy and coding standards. • Provide leadership in the technical output of your team and ensure technical designs follow appropriate design patterns. • Enable the observability and monitoring of relevant system behavior in the areas of the application you own and propose improvements to application performance and stability.

• Deliver internal copilots and customer/agent-facing automations with clear SLAs, rollbacks, and observability from day one. • Design ingestion, chunking, embeddings, indexing, hybrid search/rerank, and retrieval evaluation; track retriever quality via offline golden sets and online metrics. • Design and implement scalable AWS architectures, including AWS AI features such as Bedrock, IAM, knowledge bases, secure secrets and policy enforcement, automated provisioning, and resource-usage governance as core platform capabilities. • Add tracing, prompt/agent version lineage, eval dashboards, and regression alerts; establish golden datasets and canary tests. • Enforce PII redaction, safety filters, role-based access, audit logs, and human-in-the-loop review paths to control quality and risk. • Version and deploy prompts, tools, agents, and retrieval pipelines; support blue/green and shadow deploys with automatic rollback triggers. • Cut run-rate spend through caching, truncation, batching, autoscaling, and model routing; establish clear unit economics per workflow. • Provide templates, SDKs, and high-quality abstractions that let product teams ship safely without bespoke plumbing; improve developer experience. • Build primarily in Python and Metaflow (Outerbounds); deploy on AWS (Bedrock + core services) and OpenAI; use Cursor in daily workflows; help evaluate and, when appropriate, run on Databricks. • Participate in on-call, author runbooks, and remove single-thread risk for AI services; drive reliability and resilience akin to ML Ops.

• Develop and maintain user interfaces for web applications using HTML, CSS, JavaScript, and modern front-end frameworks (e.g., React, Angular, Vue.js). • Collaborate with UX/UI designers to implement design specifications and user flows. • Optimize applications for maximum speed and scalability. • Ensure the technical feasibility of UI/UX designs. • Conduct code reviews, testing, and debugging to ensure high-quality code. • Stay up-to-date with the latest industry trends, tools, and technologies.

• Integrate UI designs with back-end systems and data sources using the VueJS framework or similar frameworks • Write and maintain code in JavaScript, TypeScript, or other programming languages • Collaborate with cross-functional teams to define, design, and ship new features using the VueJS framework • Ensure the technical feasibility of UI designs using the VueJS framework • Maintain and improve the functionality and performance of existing products using the VueJS framework • Utilize debugging tools and techniques to identify and fix issues • Stay up-to-date with the latest UI integration best practices and techniques using the VueJS framework • Write unit and integration tests to ensure the quality and reliability of the code