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

Mark Zuckerberg called it a budget trade-off. Jack Dorsey cut 4,000 jobs. Salesforce slashed its support headcount from 9,000 to 5,000. ServiceNow's CEO celebrated agents that don't need lunch or healthcare. The story these CEOs are telling is that AI made the cuts necessary. But the productivity numbers don't show it — and the pattern of how new technology actually gets adopted suggests we've been here before.In this episode, Josh argues that CEOs aren't lying about where AI is going. They're lying about where it is right now. Drawing on research from the National Bureau of Economic Research, the San Francisco Fed, and a pattern that goes back to electric motors in the 1880s, he makes the case that every general purpose technology produces a dip before it produces a gain. The companies cutting the deepest aren't building toward an upswing — they're funding data centers, telling a story to Wall Street, and quietly eliminating the institutional knowledge, domain expertise, and human judgment that would have gotten them through the dip in the first place. The J-curve doesn't care about earnings calls. And the people who would have led the transformation won't be there when the curve finally turns up.You can't cut your way to the future.About The Job Market Sh*t ShowThe 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.

The résumé was already broken before AI showed up. Now it might actually be on its way out.In this episode, Josh looks at the first viable replacement he's seen — not a shinier LinkedIn profile or a better-optimized PDF, but something closer to a behavioral fingerprint. A system that stays with you across your career, learns how you actually work, and advocates for you to employers using verified evidence instead of bullet points you stretched to fit a job description. Drawing on a lecture from the founder of Inspire AI, Josh explores what longitudinal profiling could mean for candidates, why the two-sided market problem is the real obstacle, and what you can start doing right now before the technology catches up. The résumé isn't just a formatting problem. It's a representation problem. And for the first time, there's a hint of something better.About The Job Sh*t ShowThe Job Sh*t Show is an investigation into how finding, keeping, and doing work is changing faster than anyone is admitting — and what that actually looks like for real people on the ground. The Sh*t List is a paid Substack for leaders who want to stay ahead of what AI is doing to the workplace — and actually do something about it. Every other week, subscribers get a new AI Manager Skill: one practical, field-tested move for leading your team better in an AI world.

When Anthropic dropped Claude Design and OpenAI released Images 2.0, something shifted. The ability to create professional-grade visuals — the kind that used to require years of training and hard-won expertise — got handed to everyone.In this episode, Josh argues that AI isn't replacing creative experts. It's promoting them. The people with real taste, real vision, and the language to describe what they want are about to have a very good 12 to 18 months. After that, the tools catch up. And the only thing left that can't be automated is the ability to imagine something that doesn't exist yet. The new currency isn't who can use the tools best. It's who can see what hasn't been made.About The Job Market Sh*t ShowThe 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.

Job descriptions are supposed to clarify what a company needs. But what if they’re just educated guesses? In this episode, Josh looks at how AI is quietly breaking one of the most fundamental parts of hiring: defining the role itself. Drawing on stories from job seekers and hiring managers, he explores why candidates are getting rejected for jobs they already had interviews scheduled for, how roles are being rewritten mid-process, and why companies often don’t actually know what they’re looking for. AI may be speeding up job descriptions and postings, but it’s also removing the friction that once forced better thinking. The result is a system where confusion gets scaled, candidates absorb the cost, and hiring becomes a loop of trial and error—without anyone admitting that the job was never clearly defined in the first place.About The Job Market Sh*t ShowThe 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.

Job titles used to tell you what a job was. Now they often raise more questions than answers. In this episode, host Josh Levine looks at the rise of strange, sprawling, and sometimes absurd job titles—and what they reveal about how quickly work is changing. Drawing on conversations with job seekers, coaches, and operators inside companies, he explores why organizations often don’t actually know what they’re hiring for, how AI and rapid change are reshaping roles faster than systems can keep up, and why candidates are being filtered for jobs that aren’t clearly defined. The bigger shift isn’t just in titles—it’s in identity. As roles become fluid and expectations blur, the people who move forward may be the ones willing to redefine themselves before the market does it for them.About The Job Market Sh*t ShowThe 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.

AI gets blamed for a lot right now—layoffs, hiring freezes, disappearing entry-level roles. But what if it’s not the whole story? In this episode, Josh looks at the strange “low hire, low fire” job market where companies aren’t hiring much, but they aren’t laying people off en masse either. Drawing on labor data, conversations with business leaders, and a few high-profile layoffs framed as “AI transformations,” he explores why uncertainty—from tariffs to geopolitics to post-pandemic overhiring—has companies hedging instead of committing to new headcount. AI may be part of the picture, but it’s also becoming a convenient narrative for decisions that might have happened anyway.About The Job Market Sh*t ShowThe 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.

AI used to promise better work. Now it’s starting to promise no work at all. In this episode, Josh unpacks a deceptively cheerful Grammarly ad that suggests AI can handle your tasks so you can “get back to what matters.” Cute on the surface. Slightly terrifying underneath. He connects the dots to a viral essay arguing that AI is already replacing large chunks of knowledge work—from coding to law—and asks what happens when the tools don’t just assist us, but quietly outperform us. If AI can do the job, are we being freed… or phased out? And if the future belongs to those who know how to orchestrate machines, what does that mean for everyone else?About The Job Market Sh*t ShowThe 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.

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 ShowThe 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.

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.

LinkedIn is noisy, frustrating, and often feels like a job search dead end—so why are we still using it? In this episode, Josh unpacks the tension we all feel about the platform, exploring what still works (profiles, networks, discovery) and what definitely doesn’t (spam, false leads, and the chaos of too much noise). Plus, a glimpse into how job seekers are starting to reclaim control—one Slack or Discord community at a time.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.

Something’s off. People are applying to hundreds of jobs and walking away with nothing but ghosted inboxes and rejection emails. Companies say they’re hiring—but the job posts gather dust, recruiters disappear, and no one seems to know what the algorithm is doing.The Job Market Sht Show* is Josh Levine’s real-time investigation into what’s broken, who’s stuck, and what might actually help. If you’re looking for work, trying to hire, or just wondering why everything feels harder than it should—this is for you.Subscribe to The Job Market Sh*t Show wherever you get your podcasts and the Substack for updates.