Experience - 10+ years for Staff Engineer (Lead) and 6+ years for Senior Software Engineer. Proficient in the following AWS services with hands on experience: EC2, Lambda, DDB and S3. Exposure to AWS services like Kinesis, Firehose, Cloud watch, Aurora, Step Functions, CDK, Cloud Formation. Proficient in at least one of the 2 tech stacks: TypeScript/Node.js/Next.js - Primary and Preferable, or C#/.Net. Experience designing APIs and service contracts. Familiarity with event-driven architectures. Hands-on experience with CI/CD and IaC pipelines. Distributed systems and Microservices. Design and integrate AI-assisted features into workflow and platform services, such as: Workflow and rules inference from structured and semi-structured inputs. Intelligent routing, classification, and recommendations within workflows. AI-assisted validation, schema evolution, and decision support. Partner with platform and security teams to ensure safe, explainable, and compliant AI usage. Calling LLMs or AI services from long-running workflows. Handling retries, fallbacks, and determinism in AI-driven steps. Versioning and auditing AI-influenced decisions. Evaluate build vs buy options for AI services (managed cloud services vs internal capabilities)