Is AI Killing Entry-Level Jobs? And Why Senior Care Is Booming
Episode
23 min
Read time
2 min
Topics
Career Growth, Health & Wellness, Personal Finance
AI-Generated Summary
Key Takeaways
- ✓Entry-level AI displacement: Stanford research shows entry-level employment in AI-exposed occupations fell 13% relative to less-exposed roles since generative AI adoption began, with the decline concentrated in workers aged 22–25. Experienced workers in identical roles saw stable or growing employment, meaning AI is eliminating the bottom rung, not the whole ladder.
- ✓AI interview strategy: Job seekers must now answer four questions in every interview: what differentiates you, how that differentiation applies to this role, how you maintain it, and how AI will affect the job. Demonstrating domain-specific AI literacy — for example, explaining how you use LLMs for product launch analysis — is now a baseline hiring expectation.
- ✓Senior care investment thesis: The 85-plus U.S. population is projected to double from 6.5 million to 13.7 million by 2040. Average annual healthcare spending per person over 65 runs $22,000 — 2.5 times that of working-age adults. Senior care businesses report a 94% success rate, the highest of any small business category, driven by low competition and strong demographic tailwinds.
- ✓Unattractive markets yield superior returns: Businesses with low social appeal — senior care, industrial SaaS, tax law — consistently outperform glamorous sectors like restaurants, entertainment, and consumer brands. Human capital overflows into attractive industries, compressing returns. Targeting a doubling addressable market with few competitors entering due to perceived unattractiveness is a structurally advantaged position.
- ✓Financial advising durability: Wealth management at Goldman and JPMorgan is growing, not shrinking, because tax code complexity keeps increasing. Advisors are moving upstream into estate planning, succession strategy, and inheritance structuring — areas where clients want human judgment alongside AI outputs. The first decade is difficult client acquisition; the long-term book-of-business model remains structurally sound.
What It Covers
Scott Galloway addresses three listener questions: how AI is reshaping entry-level hiring (new grad hires at big tech dropped from 25% to 7% since 2023), why senior care businesses have a 94% success rate amid demographic tailwinds, and whether financial advising careers remain viable in an AI-driven economy.
Key Questions Answered
- •Entry-level AI displacement: Stanford research shows entry-level employment in AI-exposed occupations fell 13% relative to less-exposed roles since generative AI adoption began, with the decline concentrated in workers aged 22–25. Experienced workers in identical roles saw stable or growing employment, meaning AI is eliminating the bottom rung, not the whole ladder.
- •AI interview strategy: Job seekers must now answer four questions in every interview: what differentiates you, how that differentiation applies to this role, how you maintain it, and how AI will affect the job. Demonstrating domain-specific AI literacy — for example, explaining how you use LLMs for product launch analysis — is now a baseline hiring expectation.
- •Senior care investment thesis: The 85-plus U.S. population is projected to double from 6.5 million to 13.7 million by 2040. Average annual healthcare spending per person over 65 runs $22,000 — 2.5 times that of working-age adults. Senior care businesses report a 94% success rate, the highest of any small business category, driven by low competition and strong demographic tailwinds.
- •Unattractive markets yield superior returns: Businesses with low social appeal — senior care, industrial SaaS, tax law — consistently outperform glamorous sectors like restaurants, entertainment, and consumer brands. Human capital overflows into attractive industries, compressing returns. Targeting a doubling addressable market with few competitors entering due to perceived unattractiveness is a structurally advantaged position.
- •Financial advising durability: Wealth management at Goldman and JPMorgan is growing, not shrinking, because tax code complexity keeps increasing. Advisors are moving upstream into estate planning, succession strategy, and inheritance structuring — areas where clients want human judgment alongside AI outputs. The first decade is difficult client acquisition; the long-term book-of-business model remains structurally sound.
Notable Moment
Galloway argues that many big tech layoffs attributed to AI efficiency are actually cover stories — companies masking pandemic-era overhiring or slowing revenue projections behind AI productivity narratives, because framing cuts as AI-driven sends stock prices higher than admitting operational mistakes.
Episode Transcript
Support for the show comes from VCX, the public ticker for private tech. The US stock market started history's greatest wave of wealth creation. From factory workers in Detroit to farmers in Omaha, anyone could own a piece of the great American companies. But today, our most innovative companies are staying private longer, which means everyday Americans are missing out until now. Introducing VCX, a public ticker for private tech. Visit getvcx.com for more info. That's getvcx.com. Carefully investment materials before investing, including objectives, risk charges, and expenses. This and other information can be found in the funds prospectus at getvcx.com. This is a paid sponsorship. Support for the show comes from Back Market. Most ads tell you that you have to upgrade to the latest tech product. But just because something is new, doesn't mean you need it. Most recent thing I bought I didn't need, a climbing wall. Yeah. Kids use that for a good twelve or fifteen minutes. That's why Back Market, the world leader in premium refurbished tech, is giving you another option. Back Market offers a range of high quality tech inspected and refurbished by professionals. It's all they do. They have phones, computers, gaming consoles, vacuum cleaners, and even iPods. Plus, they're on a mission to reduce the environmental toll that fast tech has on our planet as refurbished tech has proven to use less raw materials, leave behind less waste, and create fewer carbon emissions than new tech. Shop now at backmarket.com. Avoiding your unfinished home projects because you're not sure where to start? Thumbtack knows homes, so you don't have to. Don't know the difference between matte paint finish and satin, or what that clunking sound from your dryer is? With Thumbtack, you don't have to be a home pro. You just have to hire one. You can hire top rated pros, see price estimates, and read reviews all on the app. Download today. Welcome to Office Hours of Prop g. This is the part of the show where we answer your questions about business, big tech, entrepreneurship, and whatever else is on your mind. If you'd like to submit a question for next time, you can send a voice recording to officehours@Propgmedia.com. Again, that's officehours@Propgmedia.com or post your question on the Scott Galloway subreddit, and we just might feature it in our next episode. First question. Our first question comes from Jonah Klein on LinkedIn. Jonah says, it seems clear to me that a big part of the reason for the dearth of entry and junior level positions has to do with AI taking over much of the corporate grunt work that used to comprise much of what entry level roles did. At some point, corporations are going to have to figure out who will be their future leaders if they aren't hiring entry level talent. What do you make of this? And what do you think entry level roles will look like for recent college grads in an AI driven …
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