How to design data engineering learning paths by role
A role-based framework that connects shared foundations, targeted practice, and credible evidence to delivery responsibilities.
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Build the learning system before buying the catalogue.
Practical guidance for defining roles, measuring capability, selecting evidence, and governing technical learning.