While performing the duties of this job, the employee is occasionally required to stand, clean, crawl, kneel, sit, sort, hold, squat, stoop, stand, twist the body, walk, use hands to finger, handle, or feel objects, tools or controls, reach with hands and arms, climb stairs or ladders and scaffolding, talk or hear, and lift up to 20 pounds. Demonstrated production experience with Lakeflow Declarative Pipelines (formerly Delta Live Tables), including batch and streaming pipelines, data quality expectations, failed record/quarantine handling, streaming tables and materialized views, incremental versus full refresh processing, dependency management, monitoring, and alerting.