Wealth by Profession: Doctor vs Lawyer vs Engineer

Physicians earn an average of $374,000 per year, yet 25% reach their 60s without crossing $1 million in net worth — including the equity in their home. That single statistic reframes the entire conversation about professional wealth.

Income and net worth are related but not the same variable. The three highest-profile professional tracks in the US — medicine, law, and engineering — differ not just in what they earn, but in when they start earning, how much debt they carry into their careers, and how aggressively lifestyle inflation consumes the surplus. Those structural differences, not raw salary, determine where each profession actually lands on the wealth distribution.

Key Figures at a Glance

¹ BLS median for physicians and surgeons is reported as “equal to or greater than $239,200” — BLS top-codes this occupation. Medscape 2025 Compensation Report (2024 data) shows average of $374,000. ² Range reflects mechanical engineers ($102,320) to computer hardware engineers ($155,020); software developers median: $133,080. ³ Medscape 2025 Physician Compensation Report (reporting 2024 data). ⁴ IEEE-USA 2024 Salary and Benefits Report (reporting 2023 income for full-time IEEE members in primary technical competence).

The Career Start Problem: Why Doctors Start Behind

A physician entering a competitive residency at age 26 is earning a median stipend of roughly $65,100 per year (AAMC 2024 preliminary data) while managing roughly $212,341 in student debt. At federal Direct PLUS loan rates of 9.08% (academic year 2024–25, per AAMC), that debt compounds aggressively during a three-to-seven-year training period when repayment is typically minimized or deferred.

By contrast, a software engineer who graduates at 22 with $30,000–$40,000 in debt and earns a $133,080 median salary (BLS, May 2024) starts investing — at full capacity — eight to ten years earlier than a physician. An attorney with a J.D. and $137,500 in total student debt enters a bimodal salary market: BigLaw associates at top firms can start above $225,000, while public sector and mid-market lawyers earn far less. The ABA 2024 Young Lawyers survey puts median J.D.-only debt at $112,500, substantially below medical school debt.

The compounding math on an eight-year head start is not trivial. A 22-year-old engineer who invests $15,000 per year for eight years before a physician begins investing anything accumulates roughly $175,000 in investable assets (assuming 7% average annual return) by age 30. That’s a structural advantage that the physician’s higher income must overcome — and for many specialists, it eventually does, but not universally and not quickly. For the high-income professionals who never close this gap, lifestyle inflation is usually the culprit, not income level.

Income Distributions Tell Different Stories

The BLS reports the physician/surgeon median as “equal to or greater than $239,200” — a top-coding artifact that obscures the actual distribution. Medscape’s 2025 Physician Compensation Report, covering 7,300 physicians reporting 2024 data, puts the all-physician average at $374,000: primary care at $287,000 and specialists at $404,000. Eight specialties averaged above $500,000 in 2025: orthopedics ($611,000), cardiology ($575,000), radiology ($571,000), plastic surgery ($554,000), anesthesiology ($543,000), urology ($535,000), gastroenterology ($530,000), and otolaryngology ($508,000).

Law has a famously bimodal distribution. The BLS May 2024 median is $151,160 — but that figure masks the structural divide between BigLaw associates (starting salaries well north of $200,000 at top-tier firms) and the large majority of practitioners in public service, small firms, and regional markets who earn $70,000–$110,000. Understanding the net worth benchmarks by age matters more here than headline income because a lawyer’s eventual wealth depends almost entirely on which track they land on and sustain.

Engineering income is lower and more normally distributed. BLS May 2024 medians range from $102,320 for mechanical engineers to $155,020 for computer hardware engineers and $133,080 for software developers. The IEEE-USA 2024 Salary Survey puts median income for full-time IEEE members (reporting 2023 data) at $174,161 — higher than BLS figures because the IEEE sample skews toward experienced professionals and advanced-degree holders. The savings rate impact on net worth is more pronounced for engineers than the other two professions: with a lower income ceiling and lower debt load, the ratio of savings to income is the primary wealth lever.

What the Net Worth Data Actually Shows

For physicians, the Medscape 2026 Physician Wealth and Debt Report provides the most granular profession-specific net worth data available. Sixty percent of physicians report household net worth above $1 million; 19% report above $5 million (up from 11% in 2023); and 25% remain below $500,000. That bottom quartile — physicians who have earned $300,000–$400,000 per year for decades — represents a documented failure of income-to-wealth conversion at scale. Taxes, lifestyle inflation, delayed investing, and poor debt management are the recurring explanations.

No Medscape-equivalent survey exists for lawyers or engineers. The best proxy is the SCF’s net worth breakdown by education level and, separately, by income bracket. Because the SCF does not isolate professional credentials within income brackets, the data requires careful interpretation. The SCF net worth percentiles by age provide a useful benchmark: households in the top income quintile — which most physicians, BigLaw partners, and senior engineers occupy — have a median net worth of $1.2 million to $3.8 million depending on age (SCF 2022). That range is wide precisely because income level explains less of the variance than accumulation behavior.

The Stanley & Danko formula from The Millionaire Next Door (1996) offers a rough profession-agnostic heuristic: expected net worth = age × (income ÷ 10). Prodigious Accumulators of Wealth (PAW) exceed twice that figure; Under-Accumulators fall below half. Stanley’s original research found that physicians and attorneys were disproportionately represented among Under-Accumulators despite high incomes — a finding that has held up across subsequent wealth surveys. The formula’s primary limitation is that it was calibrated on 1990s income levels and doesn’t account for the structural delayed start imposed by extended professional training. For the full analysis of whether this formula holds up in 2025, the adjustment for career start age materially changes the expected-net-worth output for physicians.

Stanley & Danko (1996), The Millionaire Next Door. Income figures are illustrative, drawn from BLS (May 2024) and Medscape (2025) upper ranges. Formula is a heuristic, not a financial model. These calculations do not adjust for career start age.

Finluxy Wealth Accumulation Index: Three Illustrative Profiles

The Finluxy Wealth Accumulation Index measures actual net worth against SCF peer-group median net worth at the same age. An index above 1.0 means the household is ahead of the typical American household in the same age bracket; above 2.0 means twice the peer median. This is a population comparison, not a profession-to-profession comparison — all three scenarios are being measured against the full US household distribution, which includes every income level.

The SCF 2022 median net worth for the 45–54 age group is $247,200. The index calculation is: actual net worth ÷ $247,200.

Finluxy Wealth Accumulation Index = actual net worth ÷ SCF 2022 age-cohort median ($247,200 for age 45–54). SCF 2022, Federal Reserve Board (released October 2023). Illustrative net worth figures are constructed scenarios, not survey data. Income figures from BLS (May 2024) and Medscape 2025 Physician Compensation Report.

Profiles 2 and 5 illustrate what the data shows at population scale. A physician at 45 with $400,000 in net worth is ahead of the median American household — but relative to income and career earning power, that physician is an Under-Accumulator by any reasonable measure. The index being above 1.0 obscures how much wealth has been left on the table. This is why understanding the right benchmark matters: comparing yourself to the national median when you earn three to eight times the national median income is a low bar that can mask substantial underperformance.

The Overlooked Factor: Effective Accumulation Window

Most profession-vs.-profession wealth comparisons ignore the most structurally important variable: the number of years during which a professional is debt-free, fully employed, and capable of meaningful investment. Call this the effective accumulation window.

For an engineer who graduates at 22, the window is roughly 40–43 years before typical retirement at 62–65. That assumes modest student debt is retired by 25. For a lawyer who graduates at 25, the window is 37–40 years, again with a faster debt paydown trajectory than medicine. The physician’s window is shorter than commonly understood: after 4 years of medical school and 3–7 years of residency (with fellowship adding 1–3 more years in subspecialties), the typical physician begins accumulating at full capacity at age 30–33. With $200,000+ in debt compounding at 8–9% federal rates during training, net worth at attending start is frequently negative $200,000 to negative $350,000, per the medmoneyguide.com analysis of Medscape 2026 data. That is not a deficit easily dismissed — it represents the equivalent of roughly 10 years of maximum IRA contributions at 2024 contribution limits, simply to reach zero.

The window math, not the income disparity, is why a well-executing engineer with moderate income can realistically outperform a specialist physician on net worth at the same age. It’s a structural artifact of professional training, not an indictment of medicine as a career. The wealth accumulation trajectory for $150k+ income households shows how much the start date matters over a 20-year horizon. At a 20% savings rate on $150,000, starting at 22 vs. starting at 32 produces a $400,000+ gap in investable assets at age 45, assuming 7% average annual return — and that’s without accounting for compound growth on the early contributions.

Lifestyle Inflation: The Equalizer That Hurts Doctors Most

The Federal Reserve’s own data shows that most households save 10–20 cents of each earned dollar over a lifetime, and high earners often accumulate less per dollar due to lifestyle inflation. The physician data is the starkest case. Medscape’s 2026 report found that 87% of physicians identify as upper-middle class or above — a self-categorization that tends to correlate with spending patterns, not just income. Private schools, multiple properties, and physician-adjacent social norms create spending floors that don’t exist to the same degree in engineering culture.

The pattern plays out in the Medscape net worth distribution. Among physicians earning above $400,000 annually — a group that would be Stanley PAW-eligible with $2–3 million in net worth by age 45 — a meaningful share report net worth below $1 million. Taxes take a significant portion (physicians operating in top marginal federal brackets plus state income tax can face effective rates above 40%), but lifestyle spending is the primary driver of under-accumulation. The mechanism by which lifestyle inflation destroys net worth growth applies across all three professions, but the physician’s compressed window makes each year of excess spending more costly in lost compounding than the same dollar spent by an engineer at 30.

Lawyers face a different version of the same problem. BigLaw culture — in Manhattan, DC, and other major markets — runs on visible spending: address, wardrobe, dining, club memberships. An associate earning $225,000 who spends at the rate that $225,000 Manhattan income encourages is not accumulating. Partners earning $500,000–$1M are in a better structural position, but they arrive there in their late 30s or 40s, often having spent the previous decade at the associate spending baseline. The attorney net worth distribution, while lacking Medscape-level granularity, almost certainly mirrors the income bimodality: wealth concentrates among equity partners in large firms and among those who transition from law to business ownership or private equity, not among the median practicing attorney.

Which Profession Wins on Wealth-per-Career-Year?

Defining career earnings as total income from first full-time professional employment to age 65, and wealth efficiency as net worth at 65 relative to career earnings, the engineering track has structural advantages that income comparisons obscure.

Career earnings are illustrative projections, not survey-measured data. Income figures sourced from BLS OES May 2024 (lawyers, engineers) and Medscape 2025 Physician Compensation Report (physicians). Net worth estimates assume a 20% savings rate on after-tax income and 7% average annual return, no debt paydown drag for simplicity. Debt drag (especially physician) would reduce net worth estimates by $200,000–$400,000 in realistic scenarios. These are order-of-magnitude projections only.

The specialist physician wins on gross career earnings — but their effective net worth outcome, after debt drag, compressed window, and the tax burden of high income, is not as dominant as the gross figures suggest. The software engineer generating $165,000 per year across 43 years, with a 20% savings rate and minimal debt, lands in a net worth range that competes directly with primary care physicians and sits in the same ballpark as specialists. The distinction between investable assets and total net worth matters here: a physician with a $4M net worth may have $1.5M locked in a primary residence and professional real estate, leaving $2.5M in investable assets — comparable to an engineer who accumulated more conservatively in liquid accounts.

The $150k+ Household Context

If you’re a dual-income household with a physician and a software engineer — not an uncommon pairing — the structural advantages partially cancel: one partner starts early and accumulates steadily; the other starts late but at higher magnitude. The key decisions in that household are less about profession and more about whether the physician’s income eventually closes the wealth gap or whether lifestyle scaling from the physician’s income erodes the engineer’s head start.

For the net worth benchmarks at 35, 45, and 55, the relevant comparison for a $150k+ household isn’t the national median — it’s the SCF top income quintile, where the median net worth at 45–54 is substantially higher than the all-household $247,200. Comparing against the general population median generates false confidence. A physician household earning $350,000 per year at age 45 with $800,000 in net worth has an index of 3.2× against the general population but is likely in the bottom quartile of physician-income-level households.

The practical threshold for the $150k+ professional household is not “am I ahead of the average American” but “am I converting income to wealth at a rate that supports the retirement spending level I’m building toward.” On that measure, the profession matters less than the savings rate, the debt paydown timeline, and the decision — made repeatedly in the 35–50 age range — about how much income to keep vs. spend. Physicians who start that decision early, engineers who don’t let lifestyle scale with senior-level pay, and lawyers who exit the BigLaw treadmill before they’re locked into spending at partner-income levels are the ones who show up in the Medscape top-quartile data and the SCF top-decile net worth tables. The $1M net worth at 40 analysis and the role of the primary home in net worth are particularly relevant for all three professions — home equity concentration at $1M–$2M effectively locks wealth out of compound-growth vehicles, a pattern visible across physicians, lawyers, and engineers alike.

One useful decision framework: any professional household earning above $250,000 should be running the Stanley formula annually as a minimum audit. If the result places you below the PAW threshold — and many high-income professionals are — that’s the signal to adjust savings rate before income growth creates the illusion of financial security that isn’t actually there. The wealth accumulation pattern even at $100k income reveals how much time matters relative to rate. A doctor who starts at 32 cannot simply earn more; they must save more aggressively than any comparable-income professional who started a decade earlier.