The Paycheck Scoreboard

Start with the largest number. In May 2024, the United States employed 154,187,380 people across 800+ detailed occupations. Their combined wages — estimated by multiplying employment by mean annual wage for each major group — totaled approximately $10.47 trillion. That’s not GDP; it’s payroll. It’s the amount of money that flows from employers to workers every year, before taxes, before benefits, before deductions. Ten and a half trillion dollars, divided 154 million ways.

Except it’s not divided evenly. The national median wage is $49,500 — the exact midpoint where half of American workers earn more and half earn less. The national mean wage is $67,920 — pulled upward by high earners in management, technology, healthcare, and finance. The gap between the two is $18,420, or 37%. That gap is a single number that captures the skewness of the American wage distribution: enough people earn enough above the median to pull the average up by more than a third.

A decade ago, in 2014, the median was $35,540 and the mean was $47,230. The median has since risen 39.3%. The mean has risen 43.8%. Both grew substantially. But the numbers at the extremes tell a sharper story. The P10 wage — what a worker at the 10th percentile earns — rose from $18,350 to $29,990, a gain of 63.4%. The P90 wage rose from $90,060 to $125,720, a gain of 39.6%. The bottom grew faster. Substantially faster. The P90/P10 ratio — the single most commonly used measure of occupational wage inequality — fell from 4.91 to 4.19. By this measure, and this measure alone, the American labor market became more equal over the past decade.

That finding deserves emphasis because it contradicts the prevailing narrative. The popular story about American wages is one of relentless divergence: the rich getting richer, the poor getting poorer, the middle getting squeezed. The BLS data tells a different story. The bottom of the distribution — food service workers, janitors, retail clerks, farm laborers — received the largest percentage raises in the dataset. The pandemic labor shortage forced a structural repricing of low-wage work that has not reversed. The gap narrowed. Not because the top fell, but because the bottom rose faster. Whether that narrowing is enough, or durable, or visible in living standards, is a separate question. But the direction is unambiguous in the data.

The 20 largest occupations in America employ 42.6 million workers — 28% of the total workforce. Together, they are the economy’s center of gravity. Their median wages range from $30,480 (fast food workers) to $133,080 (software developers). The table below lists them in order of employment, alongside their median wage. These are America’s mass occupations — the jobs that, if they all stopped tomorrow, the country would grind to a halt within hours.

The list is revealing in its composition. Of the 20 largest occupations, nine pay below the national median of $49,500. Retail salespersons ($34,580), fast food workers ($30,480), cashiers ($31,190), waiters ($33,760), janitors ($35,930), stockers ($37,090), laborers ($38,940), restaurant cooks ($36,830), and customer service representatives ($42,830) — these are the occupations that employ the most Americans and pay the least. They represent 26 million workers, nearly one in six, earning medians between $30,000 and $43,000.

At the other end, the list includes general managers ($102,950), registered nurses ($93,600), software developers ($133,080), and accountants ($81,680). These are the mass occupations of the professional class — the jobs that require degrees, credentials, or specialized skills and compensate accordingly. The gap between the highest-paid mass occupation (software developers, $133,080) and the lowest-paid (fast food workers, $30,480) is 4.4x. Both employ roughly the same number of people. Both are essential. The economy values one at four times the other.

Not all workers cost the same. The total estimated payroll of each major group reveals where the money actually goes — and the concentrations are dramatic.

Management occupations command $1.55 trillion in annual wages — 14.8% of the total national payroll, generated by just 7.1% of the workforce. Eleven million managers averaging $141,760 per year consume more payroll than any other single group. Healthcare practitioners come second at $1.01 trillion, followed by business and financial operations at $970 billion. These three groups alone — management, healthcare practitioners, and business/finance — absorb $3.53 trillion, or roughly one-third of all American wages. They employ 30.9 million workers, about 20% of the workforce, but capture 34% of the money.

Now look at the other end. Food preparation and serving — 13.6 million workers, nearly 9% of the workforce — commands just $490 billion in payroll. That’s less than half what management earns with fewer workers. Healthcare support — 7.4 million workers, the fastest-growing group in the country — takes home $295 billion. Personal care and service — 3.2 million workers — earns $125 billion. Building and grounds cleaning — 4.5 million workers — earns $178 billion. Add them all up: these four groups employ 28.7 million people and earn a combined $1.09 trillion. Management’s 11 million workers earn $1.55 trillion. Eleven million managers earn more than 29 million service workers.

This is the payroll power structure of the American economy. It is not a meritocracy in any simple sense, nor is it a conspiracy. It is the result of credentialing barriers, regulatory moats, organizational leverage, and decades of labor market sorting that concentrated pricing power at the top of the occupational hierarchy and stripped it from the bottom. A registered nurse adds $93,600 in median value and earns it. A fast food worker adds $30,480 and earns that too. The question of whether one is “worth” three times the other is not an economic question. The economy already answered it. The question is whether the answer is one we accept.

If you sort all 800+ detailed occupations into wage brackets, a clear pyramid emerges. The base is enormous and the peak is tiny.

Under $35,000 — 38 occupations employing 20.7 million workers. These are the food service, retail, cleaning, and personal care jobs that form the floor of the American labor market. Nearly one in seven workers earns a median below $35,000. Their occupations include fast food workers, cashiers, dishwashers, childcare workers, bartenders, and maids. In most American cities, $35,000 is not enough to rent a one-bedroom apartment and cover basic expenses without public assistance or a second income.

$35,000–$50,000 — 266 occupations employing 55.0 million workers. This is the fattest part of the distribution, the American modal wage. More workers earn in this range than any other. It includes office clerks, truck drivers, maintenance workers, bookkeepers, security guards, and construction laborers. At $42,500 (the midpoint), a full-time worker takes home roughly $3,000 per month after federal and state taxes. This is the income level at which one person can support themselves in a mid-cost city, but not comfortably, and not a family.

$50,000–$75,000 — 263 occupations employing 33.3 million workers. Teachers, nurses (LPNs), electricians, police officers, and first-line supervisors populate this bracket. This is where the American middle class begins, by most economic definitions. A household with two earners at $62,500 each reaches $125,000 — well into the top quartile of household incomes.

$75,000–$100,000 — 125 occupations employing 16.8 million workers. Accountants, registered nurses, civil engineers, and mid-level managers fill this bracket. Comfortable by any standard, though increasingly strained in high-cost metros like San Francisco, New York, and Boston.

$100,000–$150,000 — 92 occupations employing 17.6 million workers. Software developers, IT managers, financial analysts, lawyers, pharmacists, and senior engineers. This bracket has grown faster than any other over the decade, driven by the expansion of technology and professional services.

$150,000 and above — just 18 occupations employing 3.7 million workers. Physicians, airline pilots, dentists, chief executives, and the handful of management roles that crack the top tier. Fewer than 2.5% of American workers earn a median above $150,000. The pyramid is steep.

At the peak of the pyramid: family medicine physicians ($238,380), general internists ($236,350), airline pilots ($226,600), nurse anesthetists ($223,210), and chief executives ($206,420). These five occupations, employing a combined 536,000 workers, represent the ceiling of the American paycheck. Note the dominance of healthcare: three of the top five are medical professionals. The American labor market pays more for the ability to keep people alive than for almost anything else.

At the base: fast food cooks ($30,160), restaurant hosts ($30,380), fast food counter workers ($30,480), amusement attendants ($30,490), and ushers and ticket takers ($31,150). These occupations, employing a combined 5.4 million workers, represent the floor. The gap between the ceiling and the floor is 7.9x — an airline pilot earns nearly eight times what a fast food cook earns. But in 2014, the equivalent ratio was closer to 10x, because fast food wages were under $19,000. The floor rose. The ceiling rose too, but more slowly.

The most striking entries on both lists are the ones that surprise. Nurse anesthetists — not doctors, but advanced-practice nurses — earn $223,210, placing them in the top five. Computer hardware engineers ($155,020) earn more than lawyers ($151,160). Bartenders, despite their 41.6% raise, still earn just $33,530 — less than janitors ($35,930). And childcare workers ($32,050) earn less than every fast food occupation except cooks. The market prices watching someone’s children below flipping their hamburgers.

Twenty episodes, hundreds of data points, thousands of occupations. If you had to reduce the entire American paycheck to seven numbers, these are the ones that matter.

Across 20 episodes, this series established a set of findings that, taken together, form a comprehensive portrait of the American paycheck. Here are the conclusions the data forces.

1. The economy is bifurcated, not broken. There are two Americas in the wage data: a professional economy of 50 million workers earning above $75,000, and a service economy of 75 million workers earning below $50,000. But both sides grew over the decade. Both sides saw real wage gains. The bifurcation is structural — it reflects differences in credentialing, bargaining power, and task complexity that are not going away — but it is not a story of one side winning and the other losing. Both sides won. The professional side won bigger.

2. The pandemic was a once-in-a-generation repricing event. Between 2019 and 2024, the P10 wage rose 39.3% ($21,530 to $29,990). The P25 rose 35.6%. The median rose 24.3%. The P90 rose 24.5%. This is the most compressed five-year wage distribution change in the history of the BLS survey. The labor shortages of 2021–2023 forced employers to raise wages at the bottom faster than at the top, producing the first sustained narrowing of the wage distribution in modern data. The question is whether it sticks.

3. Healthcare is the economy’s largest single sector. Healthcare practitioners (9.6M) plus healthcare support (7.4M) equals 17.0 million workers — 11% of the workforce. Their combined payroll exceeds $1.3 trillion. The sector added 5.2 million jobs in a decade. No single force in the American labor market is more powerful than the demographic pressure of an aging population meeting a healthcare system that requires enormous human labor per patient. This trend has decades left to run.

4. Management absorbed what automation freed. As 3.4 million office jobs and 900,000 sales jobs disappeared, 4.2 million management positions appeared. The economy didn’t reduce its human workforce. It reorganized it. The clerk became a coordinator. The salesperson became an account manager. The typist became a project lead. The American workforce climbed the occupational ladder not because jobs at the bottom improved, but because jobs at the bottom disappeared and were replaced by jobs in the middle and upper tiers.

5. Geography is destiny. A software developer in San Jose earns $176,000. The same developer in Jackson, Mississippi earns $73,000 — a 2.4x gap for identical work. An elementary school teacher in Washington state earns $99,110; in Oklahoma, $47,470 — a 2.1x gap. The BLS data reveals that where you work matters nearly as much as what you do. And because cost of living doesn’t always track wages proportionally, the geography of real purchasing power is even more complex than the geography of nominal wages.

6. Blue-collar wages are rising faster than white-collar. Between 2014 and 2024, production wages rose 45%, transportation rose 45%, construction rose 41%, and installation/maintenance rose 38%. Computer and mathematical wages rose 33%. Architecture and engineering rose 28%. Management rose 26%. The occupations that require physical presence, manual skill, and trade certification are commanding higher premiums than ever, driven by chronic shortages of electricians, HVAC technicians, welders, and truck drivers. The college-or-bust narrative is being quietly revised by the labor market itself.

7. The floor rose, but it’s still a floor. The largest percentage wage gains went to the lowest-paid workers. Food service gained 78%. Personal care gained 65%. Building/grounds gained 58%. These are transformative increases. But a 78% raise on $19,130 is $34,130. A 65% raise on $21,260 is $35,110. One in seven American workers still earns below $35,000. The floor rose substantially. It is still, by any standard, a floor.