There's a growing tension between the demand for engineers and the development of tools meant to ease that demand. Improved tools can enhance engineer productivity, potentially leading to a greater need for engineers in the future. Data teams, however, still lag behind in terms of tool maturity and infrastructure, facing challenges with fragmented workflows and maintenance of extensive SQL queries.
