μFORE Market Intelligence

Plan with the market in view.

Your plan sets the demand. Market Intelligence shows the market: wages, hiring trends and supply by occupation and US metro, from official public statistics.

~400 metros800+ occupations10-year wage forecasts

μFORE · Market Intel · Overview · NationalMedian annual wage · all occupations
A map of US metro areas shaded by median annual wage across all occupations
  • ≤ $45,175
  • $45,175–$47,268
  • $47,268–$48,599
  • $48,599–$49,991 · typical
  • $49,991–$51,466
  • $51,466–$56,437
  • > $56,437
BLS OEWS May 2025, adjusted to 2026 Q2

Highest

  1. 1San Jose–Sunnyvale–Santa Clara, CA$86,688
  2. 2San Francisco–Oakland–Fremont, CA$76,591
  3. 3Seattle–Tacoma–Bellevue, WA$74,889
  4. 4Washington–Arlington–Alexandria, DC$73,290
  5. 5Boulder, CO$71,764

Lowest

  1. 393Guayama, PR$26,053
  2. 392Mayagüez, PR$26,063
  3. 391Arecibo, PR$26,940
  4. 390Aguadilla, PR$27,311
  5. 389Ponce, PR$27,785
Role × Metro

Pick a role and a metro. See the market.

See what a role is going for in a metro, how hiring is trending, and whether supply keeps up.

75k+ job titles · 5+ years of hiring history

μFORE · Market Intel · Role × MetroSoftware Developers (15-1252) · Austin–Round Rock–San Marcos, TX

Tightness

harder (descriptive)

Tight ahead · tight now

Median wage

$138,515

Vs national $140,436

75th percentile

$174,259

Base pay

Hiring trend

−1.3%

Year on year hires, 2025 vs 2024

Supply

at risk

461 net new supply vs 2,200 openings a year

Wage distribution · annual base pay

P10
$99,259
P25
$107,408
Median
$138,515
Mean
$148,336
P75
$174,259
P90
$216,767

National median $140,436

Why "harder"? 3 of 3 descriptive signals

Unemployment tightness
+1.5 z
Hiring vs. its usual level
+0.6 z
Local wage growth
+0.1 z
The five readings and the distribution, drawn from the same view the product shows. Tightness is a descriptive indicator, not a prediction.The five readings for one occupation in one metro, and the wage distribution behind them.
Wage outlook

Where pay is heading, ten years out.

Survey wages brought to today, then forecast ten years out, with a range that widens with time.

μFORE · Market Intel · Role × MetroSoftware Developers (15-1252) · Austin–Round Rock–San Marcos, TX

Median annual base pay

Median annual base pay by year: survey, today, and the forecast with its range
YearMedianRange
2021 · Survey$103,410
2022 · Survey$109,650
2023 · Survey$131,320
2024 · Survey$133,070
2025 · Survey$134,120
2026 · Forecast$138,702$136,421–$140,982
2027 · Forecast$143,361$138,685–$148,114
2028 · Forecast$147,852$140,672–$155,272
2029 · Forecast$152,327$142,539–$162,612
2030 · Forecast$156,864$144,360–$170,219
2031 · Forecast$161,501$144,796–$179,782
2032 · Forecast$166,260$144,758–$190,443
2033 · Forecast$171,153$144,255–$202,342
2034 · Forecast$176,187$143,291–$215,632
2035 · Forecast$181,367$141,877–$230,487
Today · 2026 Q2$138,515
  1. 1

    Sourced

    Sourced occupational wage statistics: what the role paid, by percentile, in a given metro.

  2. 2

    Normalized

    Normalized to the present through established wage-cost indexes.

  3. 3

    Forecast

    Long-term forecasts anchored to published economic outlooks, and tested against past years for accuracy.

  4. 4

    Range

    A forecast range, calibrated to account for uncertainty.

Survey wages brought to today, then forecast ten years out, with a range that widens with time.
Supply and openings

Who’s coming in, and how many jobs need filling.

μFORE models long-term supply and job openings for each role and metro.

Three-stage supply and openings model · 10-year horizon

μFORE · Market Intel · Role × MetroSoftware Developers (15-1252) · Austin–Round Rock–San Marcos, TX
New supply a year461New graduates minus retirements
Openings a year2,200Projected openings in the metro
at riskOpenings outnumber new supply about 5 to 1
  1. 1

    Inflow

    New talent entering the role, modeled from graduates for degree roles and from the local workforce for the rest.

  2. 2

    Outflow

    Retirements, projected from the age profile of each role’s workforce.

  3. 3

    Openings

    Regional employment projections, downscaled to each metro and adjusted for local growth.

This year’s new supply against projected openings for the role in the metro.
Compare Metros

One role across multiple metros.

Choose a few metros and rank them by pay, tightness and supply. Or see the role across the whole country.

μFORE · Market Intel · Compare MetrosSoftware Developers (15-1252) · 5 metros · ranked by median wage

Least tight market

Seattle–Tacoma–Bellevue, WA

The only one of the 5 rated easier

Highest pay

San Francisco–Oakland–Fremont, CA

$226,868 at the 75th percentile

Smallest supply gap

Austin–Round Rock–San Marcos, TX

Still 1,739 a year short

Software Developers (15-1252) · 5 metros, ranked by median wage
#MetroTightnessMedian wagePay range (P10–P90 ($88,735–$282,358))75th pct.SupplyOpenings
1San Francisco–Oakland–Fremont, CAharder$192,756$226,868at risk5,011
2Seattle–Tacoma–Bellevue, WAeasier$172,761$218,802insufficient datan/a
3New York–Newark–Jersey City, NY-NJharder$172,296$212,719at risk6,927
4Austin–Round Rock–San Marcos, TXharder$138,515$174,259at risk2,200
5Dallas–Fort Worth–Arlington, TXharder$137,657$169,477at risk4,586
Compare Metros, redrawn from the product view with its real figures. "Insufficient data" is a displayed state, not a blank.Compare Metros, redrawn: each metro with its tightness, median wage and P75. The wage range and supply columns need a wider screen.
Assessing pay

Check the market before you set pay bands and plan costs.

Read key market figures, like median and 75th-percentile base pay, to help you set assumptions for a role or a compensation plan.

μFORE · Market Intel · Role × Metro1 · Read

Software Developers (15-1252) — Austin–Round Rock–San Marcos, TX

Median wage$138,515vs national $140,436
75th percentile$174,259Base pay
Same number, same meaning, two screens. Nothing flows between them: a planner reads the figure on the left and types it on the right. A manual step today.
μFORE · Compensation · Standard · Segment override2 · Type

Department: EngineeringLevel: IC 4-6Region: North America

Base salary
$174,259
Merit increase
3.0% inherits default
Bonus target
10.0% inherits default
Blue is a number a human typed. Everything unstated inherits the default band.

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