Mid-Level (2-5 Years): Focus shifts to designing complex data mappings, optimizing slow-running SQL queries, managing end-to-end pipeline orchestration, and resolving critical Level 2/Level 3 production incidents, such as complete server failures or severe performance bottlenecks.