Data Matas

S2E5 - From Learning the Tool to Designing the System: How Engineers Actually Grow

33:06

How do analytics engineers grow from writing SQL to designing entire data systems? And why do most companies still confuse tool mastery with real engineering skill?

In this episode of Data Matas, Oleg Agapov (Senior Analytics Engineer at Hiive) shares what it actually takes to go from junior to senior in data—beyond bootcamps, tools, and job titles. He breaks down the core shifts that matter…