Winners and Losers

In 2014, America employed 135.1 million people. By 2024, that number had climbed to 154.2 million — a gain of 19.1 million jobs, or 14.1%. Those are aggregate numbers. They describe an economy that grew steadily for a decade. But aggregates lie by omission. They don’t tell you that healthcare support occupations — nursing assistants, home health aides, medical technicians — nearly doubled in headcount, surging 89% from 3.9 million to 7.4 million workers. They don’t tell you that management occupations added 4.2 million positions, a 63% increase that made “manager” the fastest-growing job title category in the country. And they certainly don’t tell you that while all this growing was happening, 3.4 million office and administrative support jobs quietly vanished.

The decade between 2014 and 2024 was not a story of broad-based expansion. It was a reshuffling — a massive reallocation of human labor from one set of occupations to another. The economy didn’t just grow. It transformed. Clerical work evaporated. Management exploded. Healthcare absorbed bodies at rates that suggest something close to an industry-wide staffing emergency. And food service, that enormous bloc of 13.6 million workers, barely grew in headcount but saw its median wage jump 78% — the largest wage increase of any major group in the dataset.

This episode examines the winners and losers of that reshuffling. We’ll look at which of the BLS’s 22 major occupational groups expanded and which contracted. We’ll trace the individual occupations that added the most jobs, lost the most jobs, captured the largest raises, and — most intriguingly — managed to win on both dimensions simultaneously. The data reveals a labor market that rewarded some workers twice over and left others with smaller paychecks and fewer chairs at the table.

Of the 22 major occupational groups the BLS tracks, 18 grew over the decade and four contracted. But the distribution of that growth was extraordinarily concentrated. Three groups alone — management, business/financial operations, and healthcare support — accounted for nearly 10 million of the 19 million new jobs. The other 15 growing groups shared the remaining 9 million among them.

Healthcare support’s 89% growth rate demands its own explanation. These aren’t doctors or registered nurses — those are classified under “healthcare practitioners,” which grew a more modest 22%. Healthcare support means nursing assistants, home health aides, medical assistants, phlebotomists, physical therapy aides — the hands-on workforce that does the lifting, the bathing, the vital-sign monitoring. America went from employing 3.9 million of these workers to 7.4 million. The aging of the baby boomers is the obvious driver: 10,000 Americans turn 65 every single day, a rate that will continue through 2030. Each one eventually needs help. The healthcare support workforce is the labor market’s answer to a demographic inevitability.

Management’s 63% growth — from 6.7 million to 11.0 million — is harder to explain with a single demographic fact. Some of it reflects genuine organizational expansion: companies got bigger, supply chains got more complex, compliance requirements multiplied. But the single-occupation data tells a sharper story. General and operations managers alone added 1.18 million positions between 2019 and 2024, growing 49.3% to reach 3.58 million workers. That’s more people than the United States employs as elementary school teachers (1.5 million) or registered nurses (3.3 million). One interpretation: the rise of the platform economy and remote work created new layers of coordination. Another: organizations discovered that relabeling roles as “manager” helps with both recruitment and retention. Probably both.

Business and financial operations — accountants, HR specialists, management analysts, market researchers — grew 51.6%, from 6.8 million to 10.4 million. Human resources specialists alone added 284,000 positions, a 45% jump. This is the administrative infrastructure of an economy that increasingly runs on compliance, analytics, and talent management. Every company that added 50 employees also added an HR specialist. Every company that went public added a financial analyst. The growth compounds.

Four major groups shrank over the decade. Office and administrative support led the decline, dropping from 21.6 million to 18.2 million — a loss of 3.4 million jobs, or 15.8%. To put that in perspective: office jobs shed more positions than the entire computer and mathematical workforce currently employs (5.2 million). The American office — once the cathedral of the middle class — lost a worker for every four it had in 2014.

The individual occupations within that group tell the story of automation in real time. Office clerks lost 445,000 positions (−15.1%). Secretaries and administrative assistants lost 300,000 (−14.7%). Tellers lost 103,000 (−23.2%). Bill and account collectors lost 71,000 (−30.0%). These are jobs that existed because information needed to be processed by human hands — because someone had to answer the phone, file the paperwork, count the cash, and chase the invoice. Software did not eliminate these tasks. It absorbed them. The phone became a chatbot. The filing system became a database. The cash became a tap. The invoice became an automated reminder. And the humans who performed those functions were, one by one, not replaced when they left.

Personal care and service occupations shrank 24% — from 4.15 million to 3.16 million — but this decline is partly a statistical artifact. The BLS reclassified several personal care occupations in its 2018 SOC revision, moving some into healthcare support. Still, the decline in hairdressers (−23.4%, losing 90,500 workers) and the broader retreat from in-person personal services is real. The pandemic accelerated trends that were already underway: fewer haircuts, more self-service, and a generation that increasingly grooms itself with YouTube tutorials and Amazon-delivered products.

Sales and related occupations lost 6.3%, shedding 897,000 jobs. Retail salespersons alone lost 518,000 positions (−12.0%), while cashiers lost 449,000 (−12.5%). These were once the gateway jobs of the American economy — the first line on millions of résumés. Self-checkout kiosks, online shopping, and automated inventory systems have not killed these jobs entirely. But they’ve permanently reduced the number of humans a store needs to operate. When Walmart installed 10,000 self-checkout lanes, it wasn’t experimenting. It was restructuring.

The decade produced the largest wage gains in modern BLS history. The national median rose 39.3%, from $35,540 to $49,500. But that headline number obscures two completely different wage stories happening simultaneously, and understanding the difference matters more than any single number in this series.

Story one: the percentage winners. The occupations with the largest percentage wage gains were overwhelmingly low-wage jobs. Waiters and waitresses gained 47.5% — the single largest percentage increase among occupations with 100,000+ workers. Bartenders gained 41.6%. Dishwashers gained 40.5%. Maids gained 39.5%. Retail salespersons gained 37.0%. Farm workers gained 40.3%. Every one of these occupations earned below $26,000 in 2019. Their raises, in dollar terms, ranged from $9,330 (retail salespersons) to $10,870 (waiters). The labor shortages of 2021–2023 repriced these workers upward by roughly $10,000 each. That’s transformative for someone earning $23,000. It’s also still $34,000.

Story two: the dollar winners. The occupations that captured the largest absolute dollar increases were high-wage jobs that were already high-wage. Family medicine physicians gained $32,790 — from $205,590 to $238,380. Financial managers gained $31,810 — from $129,890 to $161,700. Lawyers gained $28,200. IT managers gained $24,840. Registered nurses gained $20,300. These occupations have structural pricing power: professional licensing, advanced degrees, regulatory barriers to entry, or organizational indispensability. When a financial manager’s salary rises $31,810, it doesn’t make headlines the way a minimum-wage increase does. But it widens the gap between the top and bottom by three times as much as the waiter’s raise closed it.

This is the paradox the data reveals. The workers who needed raises the most got the biggest percentage increases. The workers who needed them least captured the biggest dollar amounts. A waiter earned $10,870 more. A financial manager earned $31,810 more. Both gained roughly 25% in percentage terms. But one walked away with $21,000 more new money than the other. The percentage story is about progress. The dollar story is about compounding advantage. Both are true. The question is which one you think matters more.

Zoom in from the 22 major groups to the 800+ detailed occupations, and the concentration of change becomes even more dramatic. A handful of individual occupations absorbed — or shed — staggering numbers of workers.

On the growth side, general and operations managers added 1,184,000 workers between 2019 and 2024 alone — a 49.3% increase that brought their total to 3.58 million. No other single occupation came close. Stockers and order fillers added 644,000 (+30.1%), a direct consequence of the e-commerce warehouse boom. Registered nurses added 300,000 (+10.1%). Human resources specialists added 284,000 (+44.9%). Medical secretaries added 226,000 (+37.4%). Heavy truck drivers added 214,000 (+11.5%). IT managers added 212,000 (+48.9%). These seven occupations alone accounted for nearly 3 million new jobs in five years.

The growth of stockers and order fillers is a case study in how consumer behavior reshapes occupations. In 2019, America employed 2.14 million people to move products from shelves to shipping boxes. By 2024, that number was 2.78 million. The occupation grew by a third — roughly the same rate as the overall e-commerce share of retail sales. Amazon alone employs over a million warehouse workers in the United States. When America decided to buy things online instead of in stores, it didn’t eliminate retail labor. It moved it from the sales floor to the fulfillment center. The cashier became a picker. The retail salesperson became a stocker. Same products, different building.

On the decline side, retail salespersons lost 518,000 jobs — the single largest absolute loss of any detailed occupation. Cashiers lost 449,000. Office clerks lost 446,000. Secretaries lost 301,000. Together, these four occupations shed 1.71 million jobs. Note the symmetry: the jobs lost from the front of the store and the back of the office were partially replaced by the jobs added in the warehouse and the management suite. The American economy didn’t so much create 19 million new jobs as it redirected millions of workers from one set of buildings to another.

Most occupations won on one dimension or the other — they either grew in headcount or grew in wages. A remarkable subset won on both. These are the occupations that the economy could not get enough of AND could not pay cheaply for: growing demand met growing prices. They represent the true winners of the decade.

The standout is nurse practitioners, which grew employment 53.2% (from 201,000 to 307,000) while wages rose 17.7% (from $109,820 to $129,210). The NP role has become American healthcare’s answer to the primary care physician shortage. Thirty states now allow NPs to practice independently, without physician oversight. The result is an occupation that added 107,000 positions in five years while simultaneously raising its price by $19,390 per worker. Supply expanded dramatically and still couldn’t keep up with demand.

Computer and information systems managers — IT directors, chief technology officers, VP-Engineering titles — grew 48.9% in employment while their median rose 17.0% to $171,200. The digital transformation of every industry created new departments that didn’t exist in 2014 and now employ hundreds of thousands. Information security analysts grew 42.9% in employment and 25.2% in wages, to 179,430 workers earning a median of $124,910. Every data breach that made the evening news created budget for the next cohort of cybersecurity hires.

Substance abuse and mental health counselors tell a different double-winner story. Employment surged 55.3% — from 284,000 to 440,000 — while wages rose 28.0% to $59,190. The opioid crisis, the expansion of mental health parity laws, and the post-pandemic recognition that America had a mental health access problem all converged to create one of the fastest-growing occupations in the country. Demand grew because need grew. Wages followed because not enough counselors existed to meet that need.

Then there’s airline pilots — a quieter double winner with a dramatic wage story. Employment grew 17.5% (84,500 to 99,300), while median pay exploded 53.9%, from $147,220 to $226,600 — a $79,380 increase. The pilot shortage that airlines warned about for years became real during the pandemic recovery. When experienced pilots took early retirement in 2020 and 2021, airlines had to bid up wages to attract replacements. The result: pilots captured the single largest dollar increase of any occupation in the dataset that also grew employment.

Perhaps the most counterintuitive finding in the decade’s data is the large number of occupations that shrank in employment but grew substantially in wages. Classical economics would predict this — reduce supply, and the remaining workers command higher prices — but the scale of the effect is striking.

Waiters and waitresses lost 276,000 jobs (−10.7%) between 2019 and 2024, yet their median wage rose 47.5% — the largest percentage increase of any major occupation. The math tells a clear story: restaurants lost more than a quarter-million servers, could not replace them, and bid up wages for those who remained. The waiter who showed up to work in 2024 earned $33,760 — still not a living wage in most cities, but $10,870 more than the waiter who worked in 2019. The pandemic didn’t kill restaurant jobs. It killed the willingness to do restaurant jobs at $22,890.

Retail salespersons present a similar pattern at massive scale. Employment dropped 518,000 (−12.0%), but median wages rose 37.0%, from $25,250 to $34,580. Half a million retail positions disappeared — absorbed by self-checkout, e-commerce, and store consolidation — while the workers who remained commanded higher pay. The same pattern shows up in maids and housekeeping cleaners (−7.8% employment, +39.5% wages), dishwashers (−8.3%, +40.5%), and hotel desk clerks (−2.4%, +40.0%).

The pattern reveals something important about how the labor market actually adjusts. Textbook economics describes a smooth supply-demand curve. Reality is lumpier. When an entire cohort of low-wage workers leaves an industry — as happened during the pandemic — employers don’t smoothly raise wages by 2% each quarter until equilibrium returns. They resist, then capitulate. Wages jump discontinuously. And because the workers who left don’t come back (they went to warehouses, to healthcare, to gig platforms), the jump becomes permanent. The shrink-and-pay-more pattern isn’t a temporary disruption. It’s a structural repricing of labor that happens when an occupation hits its floor — the point below which it simply cannot attract enough bodies.

Computer programmers shrank 44.9% — losing 90,000 of their 200,000 jobs — but their wages barely moved (roughly +15%). This is the exception that proves the rule. Programmer roles weren’t repriced upward because the work didn’t become harder to fill; it was reclassified into “software developer” or offshored entirely. The BLS category “computer programmer” is becoming a historical artifact — like “typist” or “telephone operator.” The work still exists. The job title doesn’t.

The table below ranks all 22 major occupational groups by their employment change from 2014 to 2024, alongside the median wage change over the same period. Three patterns emerge.

First, the groups that grew the most in employment often grew the least in wages. Healthcare support added 89% more workers, but wages rose only 41% — well below the 78% increase in food service, which barely grew at all. When an occupation can rapidly train and absorb new workers, wage growth moderates. When it can’t (food service, building maintenance), wages must rise to retain the workers it already has.

Second, the groups that shrank still saw substantial wage increases. Office and administrative support lost 15.8% of its workforce but saw wages rise 42.4%. Sales lost 6.3% and gained 47.7%. Personal care lost 23.9% and gained 65.1%. There is no major group in the BLS data that saw wages decline over the decade. The lowest wage growth belongs to management at 25.6% — and management already had the highest median wage ($97,230 in 2014). When you start at $97,000, a 26% raise is $25,000. When you start at $19,000, a 78% raise is $15,000. Percentages flatter the bottom. Dollars favor the top.

Third, the farming anomaly. Farming, fishing, and forestry occupations shrank by 1.1% in employment but posted the single highest wage growth of any major group: 81.5%, from $20,250 to $36,750. This is the smallest major group (442,000 workers), and its wage surge reflects the acute shortage of agricultural labor following immigration enforcement changes and pandemic disruptions. Farm workers who once earned near-minimum wage saw their median jump $16,500 in a decade. The fields, like the restaurants, hit the floor.

Perhaps the most telling chart in this episode is one that doesn’t appear — the one that compares dollar wage gains across occupations. Consider the landscape. Among detailed occupations with at least 100,000 workers, the largest five-year dollar gains went to:

Family medicine physicians: +$32,790 (to $238,380). Financial managers: +$31,810 (to $161,700). Natural sciences managers: +$32,080 (to $161,180). Lawyers: +$28,200 (to $151,160). IT managers: +$24,840 (to $171,200). Every one of these occupations was already in the top 10% of earners. Their raises, in absolute terms, exceeded the entire annual salary of a fast food worker ($34,130) or a childcare worker ($32,050).

Now compare those with the largest percentage winners. Waiters gained $10,870. Dishwashers gained $9,700. Maids gained $9,810. Retail salespersons gained $9,330. The percentage story says low-wage workers got the biggest raises. The dollar story says high-wage workers captured three times as much new income. Both statements are factually correct. They describe the same economy. They lead to opposite conclusions about whether the workforce got more or less equal.

Here’s the math that matters. Registered nurses — 3.28 million workers — gained $20,300 each. That’s approximately $66.6 billion in new aggregate income flowing to one occupation. General and operations managers — 3.58 million workers with an average raise of roughly $16,000 — captured about $57 billion. Meanwhile, the 2.3 million remaining waiters at $10,870 each captured roughly $25 billion. The occupations that employed the most people AND captured the biggest dollar raises accumulated the most new purchasing power. Registered nurses, at the intersection of enormous headcount and substantial dollar gains, are arguably the single biggest winners of the decade when measured by total new income absorbed.

The decade between 2014 and 2024 rewired the American labor market more thoroughly than any period since the postwar manufacturing boom. The economy that emerged is structurally different from the one that entered the decade, and the differences are not temporary.

The office economy shrank permanently. The 3.4 million office jobs that disappeared between 2014 and 2024 are not coming back. Every company that discovered it could process invoices, answer customer queries, and manage schedules with software has no reason to reverse that decision. The remaining office workers are better paid — wages rose 42% — but there are 16% fewer of them. The American secretary, once the backbone of corporate America, now shares a BLS category that loses 300,000 workers every five years.

Healthcare became the economy’s largest employer. Healthcare practitioners and healthcare support together now employ 17.0 million Americans — more than manufacturing (8.7 million in production), more than retail sales (13.4 million in sales), more than food service (13.6 million). The healthcare sector added 5.2 million jobs in a decade. No other sector came close. This isn’t a bubble or a trend. It’s the mathematical consequence of an aging population meeting a healthcare system that requires enormous human labor intensity per patient.

Management absorbed what automation freed. As clerical and retail jobs disappeared, management positions expanded by 4.2 million. The economy didn’t automate the need for human judgment — it relocated it. Where a 1990s corporation had 30 clerks and 5 managers, a 2024 corporation has 10 software systems and 15 managers overseeing them. The human worker didn’t disappear from the organizational chart. She moved up it. Whether this represents genuine value creation or title inflation is one of the unanswered questions of the modern economy.

Low-wage work got repriced but not transformed. Food service workers, janitors, farm workers, and personal care aides all received wage increases between 40% and 82%. These are real, meaningful raises that put thousands of additional dollars into the pockets of America’s lowest earners. But the median food service worker still earns $34,130 and the median building maintenance worker earns $36,790. A 78% raise on $19,130 is $15,000. A 26% raise on $97,230 is $25,000. The gap between the top and bottom of the American paycheck didn’t close. It just got a different shape.