• Translate product initiatives into domain-level architecture • Define when to enhance existing bounded contexts versus introduce new domains • Apply Domain-Driven Design (DDD) to establish clear service boundaries • Prevent tight coupling by enforcing proper integration patterns • Define asynchronous communication patterns using Azure Service Bus and Event Grid • Design resilient, decoupled services that maintain data integrity in distributed systems • Establish patterns for state management and eventual consistency • Guide teams on trade-offs between synchronous APIs and event-based flows • Design the application layer using our core Azure stack • Architect how operational systems integrate with the broader data ecosystem • Define data ownership boundaries between applications and the data platform • Design integration patterns with Azure Data Factory and Databricks pipelines • Define API security, versioning, and traffic management standards via APIM • Produce Domain Design Documents (DDD) and work with Engineering to produce Technical Design Documents (TDD) • Mentor senior engineers and tech leads on architecture and design patterns • Review designs for alignment with platform standards • Collaborate with DevOps to ensure designs are deployable and observable • Promote security, resilience, and cost-aware design principles

• Translate product initiatives into domain-level architecture • Define when to enhance existing bounded contexts versus introduce new domains • Apply Domain-Driven Design (DDD) to establish clear service boundaries • Define asynchronous communication patterns using Azure Service Bus and Event Grid • Design resilient, decoupled services that maintain data integrity in distributed systems • Design the application layer using our core Azure stack: Azure Functions, Azure App Service, Azure Kubernetes Service (AKS), Azure API Management (APIM), Azure Front Door, Azure Key Vault • Architect how operational systems integrate with the broader data ecosystem • Define API security, versioning, and traffic management standards via APIM • Produce Domain Design Documents (DDD) and Technical Design Documents (TDD) and mentor engineers

• Own delivery for significant features or systems: clarify requirements, design the solution, execute, ship, and iterate. • Build and maintain reliable services and workflows that support AI features in production. • Define how quality is measured for your area (success metrics, test strategy, evaluation approach) and automate it wherever possible. • Run structured experiments, interpret results, and translate learnings into product improvements. • Improve operational readiness: deployment automation, monitoring/alerting, incident follow-up, and performance/cost optimizations. • Mentor teammates through design feedback, code reviews, and practical guidance.

• Collaborate with product, SRE, and other engineering teams to solve challenging technical problems • Influence architectural decisions and continuously improve a platform • Design, develop, and maintain backend services using Golang • Build and evolve event‑driven, scalable, and resilient systems • Deliver new features, improvements, and bug fixes based on clearly defined functional and non‑functional requirements • Write clean, maintainable, and well‑tested code • Collaborate on the provisioning and evolution of AWS infrastructure using Terraform • Monitor and operate services in production using logs, metrics, and observability tools • Participate in code reviews, providing constructive feedback • Contribute to technical documentation, knowledge sharing, and continuous improvement initiatives • Work closely with Product Managers, QA, SRE, and other engineering teams in an Agile environment.