At least four years of relevant experience in platform engineering, data engineering, application development, integration engineering, or enterprise data-platform operations.
Hands-on experience implementing or operating Salesforce Data 360, Salesforce Data Cloud, a customer data platform, or a comparable enterprise cloud data platform.
Experience with data ingestion, data modeling, identity resolution, harmonization, data quality, APIs, and batch or streaming integration.
Advanced SQL skills and experience troubleshooting complex data pipelines, integrations, mappings, and reconciliation issues.
Experience with DevOps practices including source control, peer review, automated testing, CI/CD, environment management, monitoring, and rollback.
Experience implementing data-security, privacy, permission, audit, lineage, and governance controls.
Experience supporting a production platform through incidents, root-cause analysis, monitoring, recovery, and continuous reliability improvement.
Experience estimating, monitoring, forecasting, or optimizing consumption-based cloud-platform costs.