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The Job Market Sh*t Show: How AI Broke Hiring and What Might Be Next

The Job Market Sh*t Show: How AI Broke Hiring and What Might Be Next

By: Josh Levine
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Welcome to The Job Market Sht Show*—a podcast documenting the meltdown. The job market isn’t just frustrating or inefficient. It’s fundamentally broken. AI screens out qualified candidates before humans ever see them. Applications vanish into black holes. Job seekers send hundreds of resumes and hear nothing back. Hiring managers drown in noise. Recruiters are stuck in the middle, trying to make sense of systems that no longer seem to work for anyone. I’m Josh Levine. I don’t have the answers, and I’m not even sure we’re asking the right questions yet. But I know something is deeply off. Each week, I bring you short, 15-minute dispatches from the front lines: conversations with people living inside the chaos. Job seekers navigating algorithmic rejection. Hiring managers wrestling with tools they don’t fully trust. Recruiters trying to match humans in a process increasingly run by machines. These aren’t polished case studies or LinkedIn thought-leader hot takes. They’re real stories from people knee-deep in the mess. This podcast is part investigation, part group therapy, and part dark comedy. Because if we can’t laugh at the absurdity of modern hiring, we’re just going to cry into our resumes. It’ll be messy. It’ll be raw. And yes—it might be a bit of a sh*t show itself. But that’s kind of the point. We’re all trying to figure this out in real time. So grab your galoshes and join me as we try to make sense of how AI broke hiring—and what, if anything, comes next. Bring your stories, your frustration, and your tolerance for uncomfortable truths. New episodes drop every week.Copyright 2026 Josh Levine Career Success Economics
Episodes
  • Question 6: metabolism, scarcity, fractional/uberfication
    Feb 12 2026

    Work is starting to behave like a scarce resource—and companies are adjusting their metabolism accordingly. In this episode, Josh explores how AI, short-term incentives, and belt-tightening are accelerating the unbundling of jobs into fractional roles, contractors, and piecemeal tasks. What once looked like flexibility and “portfolio careers” is starting to resemble something else: an uberification of work where organizations can buy talent in slices, avoid long-term commitments, and offload risk onto individuals. Josh unpacks why this shift feels sudden, why it may be structural rather than temporary, and what it means when stability becomes a perk instead of the baseline.

    About The Job Market Sh*t Show

    The Job Market Sh*t Show: How AI Broke Hiring and What Might Be Next is an investigation into how hiring actually works now, how AI and automation have upended the process, and why the old rules no longer apply. It blends reporting, analysis, and firsthand stories from inside a labor market that’s increasingly algorithmic, opaque, and indifferent to the people moving through it—while asking what, if anything, might replace a system that no longer seems to work for humans on either side of the process.

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    13 mins
  • Question 5: Can We Beat The Bots? Escalating AI Tactics in The Job Search Arms Race
    Feb 5 2026

    Applying for jobs used to mean competing with other people. Now, it often means competing with machines. In this episode, Josh looks at how AI has turned the job search into an arms race—where applicants experiment with prompt injection, keyword stuffing, and other tactics just to get a human to look at their résumé. He revisits Nathan, an AI researcher who’s tracked his response rates down to the percentage point, and explores why even small changes—like leaving in typos—can feel worth trying in a black-box system that offers no feedback. Along the way, Josh examines how “defensive cheating” is spreading, why recruiters are divided on whether these tactics are clever or deceitful, and what gets lost when hiring becomes a game of outsmarting bots instead of finding capable humans.

    About The Job Market Sh*t Show

    The Job Market Sh*t Show: How AI Broke Hiring and What Might Be Next is an investigation into how hiring actually works now, how AI and automation have upended the process, and why the old rules no longer apply. It blends reporting, analysis, and firsthand stories from inside a labor market that’s increasingly algorithmic, opaque, and indifferent to the people moving through it—while asking what, if anything, might replace a system that no longer seems to work for humans on either side of the process.

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    12 mins
  • Question 4: Is This an Open Role or B.S.? Ghost Jobs and PR Trickery
    Jan 29 2026

    Job postings used to mean something. Now? They might just be corporate fan fiction. In this episode, Josh digs into ghost jobs—roles that look real but never get filled. He unpacks the story of a product manager who applied with a referral and still never got seen, and talks with a career coach who’s helped hundreds navigate the same dead ends. Whether it’s PR spin, bench-building, or future-proofing a hiring freeze, these jobs waste more than time—they drain hope. And while we can’t stop companies from posting them, we can learn how to spot them sooner.

    About The Job Market Sh*t Show:

    The Job Market Sh*t Show is an investigation into how hiring actually works now, why the old rules no longer apply, and what’s quietly taking their place. It blends reporting, analysis, and firsthand stories from inside a labor market that feels increasingly automated, opaque, and indifferent to the people moving through it.

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    9 mins
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