Inside Job

In this episode, Matt Sunbulli (Host) steps inside the hidden world of AI work through two different stories. First, we meet Krista, a longtime AI data worker who has spent more than a decade doing the invisible labor behind recommendation systems, chatbots, generative AI, facial recognition, and data labeling. From her living room in Michigan, Krista explains what it really means to chase tasks across platforms, weigh pay rates against ethics, and live with the instability of work that most people never see.

Then we meet Isaiah, a Northwestern student who stumbled into a $50-an-hour job training AI. What began as a vague recruiter message turned into rent money, long hours, and a front-row seat to how quickly AI models learn. For Isaiah, AI wasn’t just a headline or a threat. It was a job.

Together, their stories reveal the human workforce behind artificial intelligence: the data workers, AI trainers, taskers, reviewers, and invisible laborers teaching machines how to talk, reason, see, and respond.

*Inside Job is a podcast about work told by the people who actually do it. The show is Hosted by Matt Sunbulli, Executive Produced by Aaron Calafato and is a proud member of the YAP Media Network.

Host Matt Sunbulli and Executive Producer Aaron Calafato introduce this new podcast series.

Reach us at: https://www.insidejobpodcast.com/

Inside Jobs Reacts: Host Matt Sunbulli and Executive Producer Aaron Calafato unpack the emotional, ethical, and economic questions emerging from the worker stories behind today’s rapidly changing AI economy — and the headlines reshaping modern work in real time.

This episode, after profiling two workers caught inside the new AI economy, Matt and Aaron come back together to unpack what the shows last two profile episodes reveal about work, automation, and the growing uncertainty surrounding the future of employment.

One worker made nearly $70,000 a year training AI models while still in college. Another spent nearly two decades inside the hidden world of AI data annotation. Together, their stories expose the largely invisible human labor helping build today’s artificial intelligence systems — and the unsettling reality that many of those same workers may now be vulnerable to disruption themselves.

In this episode:

The hidden human workforce behind AI training

Why general AI annotation work is disappearing

Microsoft buyouts, layoffs, and the larger anxiety surrounding AI automation

The growing fragility facing both young workers and seasoned professionals

Whether AI is truly “assisting” workers or quietly replacing tasks altogether

Why the modern economy feels productive and unstable at the same time

A college student takes a $50-an-hour job training artificial intelligence and ends up making $70,000 in a single year. But behind the money is a hidden world of digital labor, where real people shape how AI thinks, responds, and sounds—and where the work is already starting to disappear.

In this episode of Inside Job, host Matt Sunbulli profiles Isaiah, a college-age AI trainer, and together they take listeners inside a hidden layer of the tech economy. What they uncover reveals the human force behind AI—and raises urgent questions about where this work is headed and what it means for all of us.

Inside Job host and creator Matt Sunbulli and executive producer Aaron Calafato set the stage for the new series, preview upcoming stories, and explain why starting with listening first and honoring the real experiences of job seekers and workers matters more than ever as AI reshapes the future of work. In doing so, they show what sets this podcast apart from others in the career space today.

*If you have a story to share, an episode idea or want to join our community visit: insidejobpodcast.com