Experience operating and migrating security analytics and detection workloads across modern platforms, along with strong working knowledge of major public cloud environments (AWS, Azure, GCP) and the identity, networking, logging, data protection, and workload-security controls required to secure them. Hands-on experience with cloud-scale data and analytics platforms supporting security operations, including distributed query, high-volume data processing, object storage, schema management, data pipelines, and the operational patterns required to run security analytics at scale (e.g., Databricks, Snowflake, etc.).