#31 - The Real Difference Between Data, ML, and AI Engineers

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AI with Sach

Sacha Gucciardo

31 episodes

1 week ago

Everyone will be affected by AI. That's not a prediction, it's a fact. AI with Sach is for anyone who knows this revolution is too important to ignore. Through conversations with people building it, questioning it, and living with its impact, I help listeners gain perspective on what's really happening. This clarity invites understanding and creates agency to help shape a fairer, more just, and transparent future for how this technology is designed and built.

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#31 - The Real Difference Between Data, ML, and AI Engineers

AI with Sach

43 minutes 37 seconds

4 months ago

#31 - The Real Difference Between Data, ML, and AI Engineers

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.