The Vanishing Jobs

The American economy added 13.6 million net jobs between May 2019 and May 2024 (from 134.2 million to 147.8 million at the detailed occupation level). That headline number is real and represents genuine economic expansion. But beneath it lies a less comfortable truth: 390 of 752 matched occupations shrank during that period, losing a combined 6.69 million positions. The economy simultaneously added 10.96 million positions in 362 growing occupations. The net gain of 4.27 million is the difference between two enormous and opposite forces — creation and destruction happening in parallel, at scale, across the entire labor market.

The number 390 demands attention. It means that for every occupation that added workers, 1.08 occupations lost them. More than half of all detailed job titles in the American economy are smaller today than they were five years ago. The growing occupations are growing more intensely — the average growing occupation added 30,300 positions, while the average declining one lost 17,200 — which is why total employment is up. But the breadth of decline is remarkable. This is not a story of a few obsolete trades fading away while the rest of the economy thrives. It is a story of widespread contraction touching every major sector, from offices to factories to storefronts.

The losses are concentrated in three major occupation groups. Office and Administrative Support (SOC 43) lost 1.8 million net positions from its declining occupations — the largest sectoral loss by far. Sales and Related (SOC 41) lost 1.3 million. Production (SOC 51) lost 817,000. Together, these three groups account for 3.9 million of the 6.69 million vanished positions — 58% of all losses concentrated in the clerical, retail, and manufacturing corners of the economy. This is not an economy losing random jobs; it is an economy systematically reducing the human labor it requires for routine transactions, routine paperwork, and routine manufacturing.

Retail salespersons lost 518,000 positions between 2019 and 2024, falling from 4.32 million to 3.80 million — a 12.0% decline that makes it the single largest absolute job loss in the economy. In 2014, there were 4.56 million retail salespersons, making them the fourth-largest detailed occupation in the country. A decade later, they have shed 762,000 positions. The cause is no mystery: e-commerce has systematically replaced in-store sales interactions with click-and-ship transactions that require warehouse workers and delivery drivers, not floor associates.

The companion story is cashiers, who lost 449,000 positions, falling from 3.60 million to 3.15 million (−12.5%). Self-checkout kiosks, mobile payment apps, and scan-and-go technology have made the human cashier an increasingly optional feature of the retail experience. Walmart, the single largest employer of cashiers in the United States, has expanded self-checkout to over 3,500 stores. Amazon’s “Just Walk Out” technology, deployed in Amazon Go and Fresh stores, eliminates the checkout interaction entirely. Each kiosk or sensor array that replaces a cashier saves the retailer roughly $30,000–$35,000 a year in wages (at the $31,190 median), plus benefits, scheduling overhead, and turnover costs.

Yet here is the paradox the data reveals: vanishing occupations are getting paid more, not less. Retail salespersons saw their median jump 37.0%, from $25,250 to $34,580. Cashiers gained 31.9%, from $23,650 to $31,190. These are among the largest percentage wage gains of any occupation in the economy. The explanation is supply restriction: as the number of retail salespersons and cashiers has shrunk, the remaining workers have gained bargaining power. The surviving cashier is harder to replace than the 2019 version because there are fewer people willing to do the work at the old wage. States like California and New York have also raised minimum wages significantly, pushing up the floor for these occupations. The jobs are vanishing and becoming better-paid — a combination that accelerates automation, since higher wages make the business case for self-checkout even stronger.

First-line supervisors of retail workers lost 58,740 positions (−5.0%), wholesale sales representatives lost 77,670 (−5.8%), and advertising sales agents lost 32,270 (−24.9%). The entire retail and sales ecosystem is contracting. When there are fewer stores, there are fewer salespeople; when there are fewer salespeople, there are fewer supervisors; when advertising moves from local newspaper sales to programmatic digital platforms, there are fewer ad reps. The decline is structural, not cyclical: these jobs are not coming back when the economy improves because the technology that replaced them improves faster than the economy cycles.

No sector of the economy has lost more positions than Office and Administrative Support, where 39 declining occupations shed a combined 1.8 million jobs between 2019 and 2024. The total Office and Admin workforce fell from 19.5 million in 2019 to 18.2 million in 2024, a decline of 1.3 million net (after accounting for the 494,590 positions added in the 15 growing office occupations). That is a 6.7% net reduction in America’s largest major occupation group, driven by a technological revolution in how paperwork, communication, and administrative coordination are performed.

General office clerks lost 446,000 positions (−15.1%), falling from 2.96 million to 2.51 million. Secretaries and administrative assistants (excluding legal, medical, and executive) lost 301,000 (−14.7%), falling from 2.04 million to 1.74 million. In 2014, there were 2.21 million secretaries in this category; a decade later, 470,000 of those positions are gone. Email, calendar software, document sharing platforms, and AI scheduling tools have systematically disassembled the secretarial role. When an executive can book a conference room with an app, arrange travel through an online platform, and have an AI assistant draft a first version of a memo, the human secretary becomes a luxury rather than a necessity.

Customer service representatives lost 193,000 positions (−6.6%), continuing a decline that predates the pandemic. Chatbots, automated phone trees, and AI-powered support systems have replaced the first line of customer interaction at scale. Companies like Zendesk and Intercom report that automated systems now resolve 30–40% of customer inquiries without human involvement, up from roughly 10% in 2019. Each percentage point of deflection represents thousands of customer service positions that no longer need to exist.

The numbers cascade through the office hierarchy. Bank tellers lost 102,780 positions (−23.2%), driven by mobile banking apps that make branch visits unnecessary for most transactions. JPMorgan Chase alone closed over 200 branches between 2019 and 2024 while growing its digital user base to over 68 million. Receptionists lost 92,840 positions (−8.8%), displaced by digital check-in systems and virtual receptionists. Bill and account collectors lost 70,850 (−30.0%), replaced by automated collection systems and AI-driven payment reminders. Executive assistants lost 69,920 (−12.9%). Bookkeeping clerks lost 56,890 (−3.8%), displaced by cloud accounting software like QuickBooks and Xero that automate much of what bookkeepers once did by hand.

Production occupations — the factory workers, machinists, assemblers, and machine operators who make physical things — lost 817,000 positions across 83 declining occupations. This is not a new trend: American manufacturing employment has been declining since the late 1970s, and the OEWS data captures the latest chapter of a 45-year structural shift. But the specific occupations that are shrinking reveal which parts of the factory floor are disappearing first.

Production helpers lost 135,540 positions (−44.7%), the largest absolute decline in the production group. These are entry-level positions — workers who load materials, clean equipment, and assist skilled operators. Their disappearance suggests that automation is eliminating the lowest-skill tier of manufacturing work, where robots and conveyor systems can replace human hands-and-feet labor. Machinists lost 84,680 positions (−22.1%), a decline driven by CNC (computer numerical control) machines that perform cutting, drilling, and shaping operations with minimal human supervision. A single CNC operator can now manage work that once required several machinists.

The most dramatic percentage declines in production belong to occupations that sound like entries in an industrial archaeology textbook: grinding and polishing workers, hand (−59.4%), drilling and boring machine tool setters (−51.1%), forging machine setters (−46.3%), lathe and turning machine tool setters (−32.4%), textile winding and drawing machine operators (−34.0%). These are the hands-on, machine-tending occupations that have been systematically replaced by automated production lines where a human operator monitors a screen rather than operating a machine.

Yet total production employment, at 7.29 million, is essentially flat since 2019 (7.79 million). How can 83 occupations decline while the total barely moves? Because the production sector, like others, is churning: old specialized roles are disappearing while broader categories are absorbing workers. Occupations classified under “miscellaneous assemblers” or “production workers, all other” have grown, capturing the reclassification of workers from specific machine-tending roles into more general production categories. The factory is not empty — but the jobs inside it have been transformed.

While the largest absolute declines come from the mega-occupations of retail and office work, the fastest percentage declines paint a more vivid picture of occupational extinction. Extraction helpers lost 59.8% of their workforce, falling from 16,700 to 6,720, as the oil and gas industry automated drilling and well-service operations. Telemarketers lost 50.7%, from 134,800 to 66,430, as robocalls and digital marketing campaigns replaced the human cold-caller. Switchboard operators lost 47.5%, from 68,050 to 35,730, an occupation that has been declining since the 1960s and may not survive to see 2030 as a separate BLS category.

Computer programmers, profiled in Episode 7, lost 44.9% — from 199,540 to 109,870. This is the highest-wage occupation in the top-20 decline list, with a 2024 median of $98,670. The programmer’s decline is not about low wages or physical automation; it is about a shift in how software is built. Modern development frameworks, low-code platforms, and AI coding assistants have compressed the standalone “programmer” role into broader categories (software developers, software quality assurance testers) that command higher wages and broader skill sets. The programmer who simply wrote code from specifications is giving way to the developer who designs, codes, tests, and deploys.

Credit authorizers, checkers, and clerks lost 55.2%, order clerks lost 39.2%, and meter readers lost 35.6%. Each of these occupations has been replaced by technology that does the same work faster and cheaper: automated credit scoring algorithms replace credit checkers, e-commerce order management systems replace order clerks, and smart meters that transmit readings wirelessly replace the meter reader walking from house to house. The pattern is consistent: any job whose primary function is to collect, check, or transmit routine information is vulnerable to digital replacement.

The most counterintuitive finding in the vanishing-jobs data is the wage behavior. Of the 40 largest declining occupations, every single one saw wages increase between 2019 and 2024. The median wage gain among the top 40 declining occupations was approximately 25%, with several exceeding 30%. Waiters and waitresses, who lost 276,000 positions, saw the largest gain at 47.5% (from $22,890 to $33,760). Retail salespersons gained 37.0%. Maids and housekeeping cleaners gained 39.5%. Dishwashers gained 40.5%.

This pattern holds across the board and it reflects a consistent economic mechanism: when an occupation shrinks, the remaining workers become more scarce, and scarcity commands higher prices. The 3.15 million cashiers who remain in 2024 are harder to attract and retain than the 3.60 million of 2019, especially in a tight post-pandemic labor market where alternative employment (warehouse work, delivery driving, healthcare support) pays as well or better. Employers must raise wages to fill the positions that still require human labor, even as they simultaneously invest in automation to eliminate other positions. The result is a declining occupation that pays better — a shrinking pie with larger slices.

The wage gains also reflect minimum wage increases. Between 2019 and 2024, 29 states and numerous municipalities raised their minimum wages, with California reaching $16.00 per hour ($33,280 annualized) and New York reaching $15.00 ($31,200). Many of the vanishing occupations — cashiers, retail salespersons, food service workers, housekeepers — had 2019 medians that were at or near the then-prevailing minimum wage. The legislated floor pushed their 2024 medians up regardless of market dynamics.

But the wage gains should not be confused with prosperity. A 37% raise on $25,250 brings you to $34,580 — still $14,920 below the national median, and a wage that is difficult to live on in any major metropolitan area. A 32% raise on $23,650 brings you to $31,190 — still the second-lowest median of any large occupation. The vanishing jobs that remain are better paid but still poorly paid. They occupy a liminal zone: too expensive for employers to tolerate indefinitely (accelerating automation), but too cheap to provide the workers who fill them with economic security.

The data reveals a profound asymmetry in how the American labor market is restructuring. The jobs being destroyed are disproportionately low-wage, routine, and accessible to workers without college degrees. Of the 20 largest absolute declines, 17 are occupations with median wages below $50,000. The three exceptions are computer programmers ($98,670), executive assistants ($74,260), and wholesale sales representatives ($66,780). The destruction is concentrated at the bottom of the wage ladder.

The jobs being created, by contrast, are disproportionately high-wage, complex, and credential-intensive. As we documented in Episodes 7, 8, and 9, the largest gains are in management (+3.77 million), healthcare (+2.1 million), and technology (+various), all of which require specialized education, licensing, or professional experience. General and Operations Managers added 1.18 million positions at a $102,950 median. Registered nurses added 300,000 at $93,600. Software developers added roughly 290,000 at $133,080. Nurse practitioners added 107,000 at $129,210.

The labor market is, in effect, hollowing out its middle and bottom while thickening its top. The positions being eliminated — cashier, office clerk, secretary, retail associate — were historically the entry points to the American workforce, the first jobs that young workers, immigrant workers, and workers without college degrees took to enter the labor market and begin climbing. As these positions vanish, the on-ramps narrow. A 22-year-old without a college degree in 2019 had 4.32 million retail salesperson positions to compete for; in 2024, they have 3.80 million. The same person could have competed for 2.96 million general office clerk positions in 2019; in 2024, they have 2.51 million. The entry-level economy is contracting.

This does not mean these workers are unemployed. The unemployment rate in 2024 was historically low, near 4%. The former cashiers and clerks are finding work — but in different occupations, often with different skill demands and different career trajectories. Some move laterally into warehouse and logistics work, which has expanded with e-commerce. Some move into healthcare support, which is perennially hiring. Some retrain for technical roles. But the transition is not free: it requires geographic mobility, new training, and a willingness to accept that the job you had may never come back. The vanishing is permanent.

The occupations vanishing between 2019 and 2024 share a common profile: their work involves routine tasks that can be specified, standardized, and replicated by software or machines. Checking out a customer, filing a document, entering an order, reading a meter, transcribing a dictation, cold-calling a prospect — each of these tasks follows a predictable pattern that digital systems can execute at a fraction of the cost. The MIT economist David Autor described this in 2003 as the “routine task hypothesis,” and two decades later the data confirms it at enormous scale.

The next wave of vanishing may reach further up the wage ladder. Generative AI tools deployed since 2023 — ChatGPT, Claude, Gemini, Copilot — can draft emails, write reports, summarize documents, generate code, and perform analysis that was previously the domain of white-collar knowledge workers. If the pattern holds, occupations whose primary function is producing first drafts, basic analysis, or routine correspondence may follow the same trajectory as cashiers and clerks: declining headcount, rising wages for survivors, and eventual acceleration of replacement as the technology improves. The 2024 OEWS data does not yet show this wave — it captures the world as of May 2024, before most AI deployments had reached scale. The 2025 and 2026 data may tell a very different story.

For now, the 2024 data tells us that America is quietly eliminating millions of positions in the occupations that once defined the American middle and working class. The office, the store, and the factory floor are all shrinking their human workforces, not because there is less work to do, but because the same work can be done with fewer people, different tools, and higher efficiency. The 6.69 million vanished positions are not coming back. The question is what replaces them — and whether the replacement economy offers the same entry-level access that the vanishing one provided.