In this episode , we go deep with Og Ramos, engineer, data consultant, and tech tinkerer, to break down the complex landscape of modern data and AI roles.

We clarify what data engineers, ML engineers, AI engineers, and data scientists actually do, explore the evolution of AI pipelines, and discuss the rise of fluid, cross-functional teams.

Og also shares his take on coding in the AI era, prompt engineering as a universal skill, and why curiosity beats specialization in a rapidly shifting field.

This is a must-listen for anyone navigating the AI age, whether you’re building systems, leading teams, or just trying to stay relevant.