The Pandemic Raise

The five years between May 2019 and May 2024 produced the most dramatic wage realignment in the American economy since the Great Society era. The national median wage rose from $39,810 to $49,500 — a gain of $9,690, or 24.3%. To put that in context: the national median rose only 18.6% over the preceding five years (2014–2019, from $35,540 to $39,810). The 2019–2024 period saw wage growth accelerate by roughly a third compared to the prior cycle — and the acceleration was concentrated in a single three-year window.

The timeline reveals the mechanism. From 2019 to 2020, the median jumped from $39,810 to $41,950 — a modest 5.4% increase that partly reflects compositional effects (low-wage workers lost jobs disproportionately during lockdowns, pulling the surviving median upward). From 2020 to 2021, the median leapt to $45,760 — a 9.1% single-year gain that is the largest in the entire OEWS time series. This was the year of the “Great Resignation,” when 47 million Americans quit their jobs and the workers who remained demanded — and received — substantial raises. From 2021 to 2022, the median flattened to $46,310 (+1.2%) as the compositional effect unwound and lower-wage workers re-entered the workforce. Then wages resumed climbing: $48,060 in 2023 (+3.8%) and $49,500 in 2024 (+3.0%).

The national mean followed a similar trajectory but rose more smoothly, from $53,490 to $67,920 — a 27.0% gain that exceeds the median’s 24.3%. The divergence between mean and median growth confirms that while all wage levels rose, the upper end of the distribution grew slightly faster in absolute dollar terms. The rich got richer, but — unusually — the poor got richer faster in percentage terms.

The most significant feature of the pandemic raise is not the aggregate gain but where it was concentrated. The national 10th percentile — the wage below which 10% of workers fall — rose from $21,530 in 2019 to $29,990 in 2024, a gain of $8,460, or 39.3%. The 25th percentile rose from $27,080 to $36,730 (+35.6%). The median rose 24.3%. The 75th percentile rose from $64,240 to $78,810 (+22.7%). The 90th percentile rose from $101,020 to $125,720 (+24.5%). The pattern is unmistakable: the lower you started, the faster your wages grew.

This is a compression of the wage distribution — a narrowing of the gap between bottom and top. The P90/P10 ratio fell from 4.69 in 2019 ($101,020 / $21,530) to 4.19 in 2024 ($125,720 / $29,990). That is a meaningful reduction in inequality as measured by the BLS wage data, and it was driven almost entirely by the rapid rise in the floor. The top didn’t stagnate — the 90th percentile gained $24,700 — but the bottom gained proportionally much more.

The mechanism is straightforward. The workers at the 10th percentile are the cashiers, food prep workers, housekeepers, dishwashers, and retail associates profiled in Episodes 4 and 10. During the pandemic, many of these workers left the labor force entirely — some because their workplaces closed, others because the combination of low wages and high health risk made staying home (with enhanced unemployment benefits) the rational choice. When the economy reopened, employers who needed these workers back discovered that the old wages wouldn’t cut it. They raised wages, often by $3–$5 per hour, to attract workers back. Those raises, codified in new pay scales, became the new floor.

Minimum wage legislation amplified the market forces. Between 2019 and 2024, the effective minimum wage rose in 29 states plus dozens of municipalities. California went from $12.00 to $16.00 per hour. Washington State went from $12.00 to $16.28. New York went from $11.80 to $15.00 (and $16.00 in New York City). These increases directly pushed up the 10th percentile for every occupation that pays near the minimum wage — which, as Episode 4 documented, includes more than 40 occupations employing over 30 million workers.

Among large occupations (50,000+ workers), the biggest percentage gainers read like a manifest of the pandemic’s economic disruptions. Gaming dealers gained 56.5%, from $21,260 to $33,280, as casinos that shuttered in 2020 fought to rebuild their workforces against competition from sports betting apps and other entertainment options. Airline pilots gained 53.9%, from $147,220 to $226,600 — the single largest dollar gain at $79,380 — driven by a pilot shortage so severe that regional airlines offered six-figure signing bonuses and major carriers fast-tracked hiring. The pilot shortage was the product of pandemic-era early retirements, a demographic bubble as Vietnam-era military pilots aged out, and a training pipeline that takes years to produce a qualified first officer.

Waiters and waitresses gained 47.5%, from $22,890 to $33,760. This occupation was ground zero for the pandemic labor disruption: restaurants closed, servers lost their jobs, and when dining reopened, many had found other work and didn’t return. The BLS figures for servers capture base wages, not tips, so the true total compensation gain is even larger — as menu prices rose 25–30% and tipping norms shifted upward, the typical server’s take-home pay may have risen 50% or more. Bartenders gained 41.6%, dishwashers 40.5%, hotel desk clerks 40.0%, and maids and housekeeping cleaners 39.5%.

The pattern is clear: the biggest winners were in food service, hospitality, healthcare support, and aviation — industries that experienced the most severe labor shortages during and after the pandemic. These are occupations that require physical presence (you cannot wait tables remotely), suffered extreme disruptions during lockdowns, and faced intense competition for workers as the economy reopened. The wage gains are the market’s price signal: these jobs were underpriced before the pandemic, and the disruption forced a correction.

In dollar terms, the biggest winners were high-wage professionals who captured both percentage gains and large base effects. Airline pilots gained $79,380 (53.9%). Nurse anesthetists gained $48,420 (27.7%). Computer hardware engineers gained $37,800 (32.2%). Commercial pilots gained $36,590 (42.5%). Family medicine physicians gained $32,790 (15.9%). Financial managers gained $31,810 (24.5%). Veterinarians gained $30,050 (31.5%). These dollar gains mean that the absolute dollar gap between top and bottom earners widened — even as the percentage gap narrowed. A pilot gaining $79,380 and a server gaining $10,870 are converging in percentage terms but diverging in lifestyle.

If 735 of 743 occupations saw wages rise, the 8 that declined are worth examining. The most notable is postal service mail sorters, processors, and machine operators, whose median fell 6.0%, from $60,140 to $56,530. This is the only occupation in the dataset with a large workforce (111,930 workers) that experienced a meaningful wage decline. The cause is likely compositional: the Postal Service has been replacing higher-paid veteran workers with lower-paid new hires under revised pay scales negotiated in recent contracts.

Beyond the eight outright decliners, a larger group of occupations saw gains so small that they amounted to real wage cuts after adjusting for the approximately 22% cumulative CPI inflation from 2019 to 2024. This group is dominated by education occupations. Elementary school teachers gained 4.5% ($59,670 to $62,340). Secondary school teachers gained 4.7%. Middle school teachers gained 5.5%. Kindergarten teachers gained 8.1%. Education administrators gained 8.0%. In every case, the gain was far below the 22% inflation threshold, meaning teachers experienced a real purchasing-power decline of roughly 15–17% over five years.

The education wage stagnation is not a surprise to anyone who follows school funding, but the OEWS data quantifies its severity relative to the rest of the economy. While bartenders gained 41.6% and nursing assistants gained 33.3%, elementary school teachers — workers with bachelor’s degrees and state certifications — gained 4.5%. The gap between education and the rest of the economy widened dramatically during the pandemic raise, and it helps explain the nationwide teacher shortage that has left an estimated 55,000 positions unfilled as of the 2024–2025 school year.

General and Operations Managers, the occupation that added more positions than any other (1.18 million, as profiled in Episode 9), gained only 2.2% — a wage increase so small it represents a roughly 16% real decline. This confirms the supply-and-demand story: when you flood the market with 1.18 million new general managers in five years, individual wages stagnate. Pharmacists gained 7.3%, training and development specialists 7.6%, and logisticians 8.2% — all below the inflation threshold. The pandemic raise was not universal; it skipped the occupations where supply kept pace with demand.

The sector-level view confirms the bottom-up nature of the pandemic raise. The two major occupation groups with the largest weighted mean wage gains are Computer and Mathematical Sciences (+36.9%, from $85,334 to $116,806) and Food Preparation and Serving (+35.1%, from $26,665 to $36,027). These are the highest-paid and lowest-paid major groups in the economy, respectively, and they both grew faster than any other sector. The tech gain reflects the premium on digital skills documented in Episode 7; the food service gain reflects the acute labor shortage documented in the vanishing-jobs data of Episode 10.

Farming, Fishing, and Forestry gained 33.2%. Healthcare Practitioners gained 31.6%. Personal Care and Service gained 29.4%. Transportation and Material Moving gained 27.7%. Healthcare Support gained 27.5%. Building and Grounds Cleaning gained 26.5%. Seven of the top ten sector-level gainers are in the lower half of the wage distribution — the sectors that employ cashiers, cleaners, aides, and drivers. The pandemic raise was, fundamentally, a blue-collar and service-sector phenomenon.

At the bottom of the sector leaderboard: Education, Training, and Library gained only 13.5% — the lowest of any major group. Management gained 15.0%. Life, Physical, and Social Science gained 15.8%. Architecture and Engineering gained 16.0%. These are all occupations requiring advanced degrees and specialized credentials — the “professional class” — and they were the pandemic’s wage laggards. The irony is sharp: the most educated workers in the economy received the smallest raises. The pandemic repriced labor based on scarcity and essentialness, not on education or prestige.

The question that hangs over the entire pandemic raise is simple: did wages actually outpace inflation? The answer depends on where you sit in the distribution. Cumulative CPI inflation from May 2019 to May 2024 was approximately 22% (using the CPI-U all items index). Any occupation that gained less than 22% experienced a real wage decline; any occupation that gained more experienced a real wage increase.

By this measure, 136 occupations gained more than 30% — decisively beating inflation. Another 242 occupations gained 20–30% — roughly keeping pace with or slightly exceeding inflation. 282 occupations gained 10–20% — falling behind inflation and experiencing real wage losses. And 75 occupations gained 0–10% — significant real wage erosion. Plus the 8 that declined outright. In sum: roughly 51% of occupations (378 of 743) beat inflation, and 49% (365) did not. The economy split almost exactly in half.

But the split was not random. The occupations that beat inflation are overwhelmingly at the bottom and top of the wage distribution: low-wage service jobs that gained 30–55% and high-skill technical jobs that gained 25–37%. The occupations that fell behind are concentrated in the middle: teachers, mid-level office workers, technicians, and skilled trades. The pandemic raise hollowed out the middle of the wage distribution in real terms, compressing the bottom upward while leaving the middle to absorb inflation without commensurate compensation.

The 10th percentile worker is unambiguously better off in real terms: a 39.3% gain against 22% inflation leaves roughly 17 percentage points of real improvement. The median worker is marginally better off: 24.3% versus 22% inflation leaves about 2 points. The education worker is worse off: a 4.5% gain for elementary teachers against 22% inflation is a 14% real decline in purchasing power. The pandemic raise was real for some, illusory for others, and actively harmful for a significant slice of the professional class.