Device to Cloud Architecture: Guide how devices produce data and how cloud services receive, process, store, and present it, including schemas, batching, retries, deduplication, derived data, and retention. Deep experience with AWS or a comparable public cloud, including compute, containers, networking, databases, storage, identity and access, observability, security, resiliency, and infrastructure as code.