Live Federal Data

Montgomery County, Ohio

FIPS 39113 · Dayton-Kettering-Beavercreek, OH · Pop. 536,096
9 Sources May 19, 2026
$66,139 ▲
Median Income
$80,734 national
5.0% ▲
Unemployment
5.2% national
$40.1B ▲
GDP
31.3% ▲
Bachelor's+
35.7% national
Data / United States / Ohio / Montgomery County
Demographics Economy Industry Concentration Housing Workforce AI Insights

Demographics & Population

Census Bureau American Community Survey 2024 · 5-Year Estimates

Household Income

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
Median Household
$66,139 ▲
Per Capita
$38,450 ▲
Mean Household
$88,114 ▲
Poverty Rate
15.0% ▼
Median Income Comparison
Montgomery County$66,139
Ohio$71,389
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 39
65+: 18.6% (99,611 residents) 55-64: 12.8% (68,729 residents) 35-54: 23.5% (125,923 residents) 18-34: 22.9% (122,999 residents) Under 18: 22.2% (118,834 residents) 39 Median Age
Cohorts
Under 18 · 22.2%
18-34 · 22.9%
35-54 · 23.5%
55-64 · 12.8%
65+ · 18.6%
Race & Ethnicity
White68.4%
Black or African American20.4%
Asian2.3%
Hispanic or Latino(any race)4.2%
Hispanic or Latino is an ethnic category and overlaps with the race categories above.

Educational Attainment

Source: Census Bureau ACS 2024 · Table B15003 · Population 25+
92.6%
High School+
National: 89.6%
▲ +3.0 pts
31.3%
Bachelor's+
National: 35.7%
▼ 4.4 pts
12.9%
Graduate+
National: 14.1%
▼ 1.2 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
536,096
Population
272,658
Labor Force
Employed
254,383
Unemployment Rate BLS LAUS 2025 annual
5.0% ▲ +0.4 pts YoY
Mean Commute 4 min below national avg
21.9 min
Work From Home vs 15.1% national
12.0%
Key Takeaways
Auto-generated from benchmark deltas. Bullets only appear when the comparison is meaningful.

Economy & Industry

Bureau of Labor Statistics QCEW · Bureau of Economic Analysis

$40.1B ▲
Gross Domestic Product · 2024
Source: Bureau of Economic Analysis · CAGDP1 Regional GDP
$60,796 ▲
Per Capita Income

Top Industries by Employment

Source: Bureau of Labor Statistics · Quarterly Census of Employment & Wages 2024 Annual
IndustryEmploymentShare of Top 10Avg Wage
1Health Care and Social Assistance		 51,660 27.1%
$65,382
2Manufacturing		 27,229 14.3%
$67,948
3Retail Trade		 23,592 12.4%
$37,370
4Accommodation and Food Services		 22,144 11.6%
$23,045
5Professional, Scientific, and Technical Services		 14,217 7.5%
$93,964
6Transportation and Warehousing		 13,323 7.0%
$59,321
7Administrative and Support and Waste Management		 11,364 6.0%
$44,691
8Construction		 10,593 5.6%
$79,445
9Wholesale Trade		 9,145 4.8%
$79,591
10Other Services (except Public Administration)		 7,300 3.8%
$41,568
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Key Takeaways
Generated from BLS QCEW + BEA Regional GDP.
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EP customers get year-over-year deltas, WARN notices, and SEC filings for every sector tracked above, surfaced as proactive alerts, not after-the-fact news.

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Industry Concentration

Location Quotient measures regional specialization vs. national average. LQ > 1.0 = concentrated.

Location Quotient Analysis

Concentrated Industries
Source: BLS QCEW · 3-digit NAICS sub-sector · Location Quotient vs. national employment share
Same source as the Top Industries table above, sub-sector view surfaces the specialization the supersector view masks (e.g., Plastics & Rubber Manufacturing inside the Manufacturing supersector).
Apparel Manufacturing
4.90x
651
Nonmetallic Mineral Product Manufacturing
3.44x
2,312
Machinery Manufacturing
3.39x
6,059
Plastics and Rubber Products Manufacturing
2.02x
2,344
Hospitals
1.79x
15,785
Warehousing and Storage
1.74x
5,322
Fabricated Metal Product Manufacturing
1.67x
3,872
Publishing Industries and Telecommunications
1.57x
2,283
Nursing and Residential Care Facilities
1.53x
8,175

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Health Care & Social Assistance Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
23,960
Cluster Employment
1.79x
Peak LQ
Concentrated Sub-Sectors
Apparel Manufacturing
4.90x 651
Nonmetallic Mineral Product Manufacturing
3.44x 2,312
Machinery Manufacturing
3.39x 6,059
Plastics and Rubber Products Manufacturing
2.02x 2,344
Hospitals
1.79x 15,785
Warehousing and Storage
1.74x 5,322
Fabricated Metal Product Manufacturing
1.67x 3,872
Publishing Industries and Telecommunications
1.57x 2,283
Nursing and Residential Care Facilities
1.53x 8,175

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.21x
Computing Infrastructure Providers and Data Processing
163 employed
0.22x
Wood Product Manufacturing
143 employed
0.23x
Crop Production
198 employed
0.34x
Transit and Ground Passenger Transportation
296 employed
0.39x
Accommodation
1,207 employed
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Montgomery County's Top Sectors by Workforce Share
Each rectangle's area is proportional to that sector's share of total private-sector employment across all NAICS supersectors. Hover for exact employment.
Source: Bureau of Labor Statistics QCEW 2024 Annual · Private sector, NAICS supersectors

Housing & Affordability

Census ACS

Housing Overview

Source: Census Bureau ACS 2024 5-Year Estimates · Tables B25001, B25077, B25064
$180,900 ▲
Median Home Value vs 2019
$1,026 ▲
Rent/Mo
62.5% ▲
Owner-Occ
8.5% ▼
Vacancy
2.7x
Home Value to Income Ratio - Affordable
vs. ~4.1x national average
Key Takeaways
Generated from Census ACS housing tables.

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Labor Market Overview

Source: Census ACS 2024 · Tables B01001, B23025, B08303, B08301
317,651 ▼
Working Age (18-64) vs 2019
Mean Commute 4 min below national avg
21.9 min
Work From Home vs 15.1% national
12.0%
Prime-Age Employed (25-54)
81.6%
of prime-age population
Labor force participation rate: 85.8% of working-age population (18-64) 86% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
31.3% ▲
HS Diploma+
92.6% ▲
Local Institutions
Total credentials awarded
61,261/yr
Ohio State University-Main Campus 16,872/yr
University of Cincinnati-Main Campus 12,161/yr
Sinclair Community College 10,362/yr
Ohio University-Main Campus 9,302/yr
Kent State University at Kent 6,840/yr
Miami University-Oxford 5,724/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
21.6%
55+ of working-age population (18-64)
Elevated retirement risk, above the 20% threshold. Succession planning recommended.

Workforce by Occupation

Source: Census ACS 2024 · Table C24010 · Civilian employed population 16+
Management / Professional
40.7%
Service
16.9%
Sales & Office
19.0%
Construction / Maint.
6.7%
Production / Transport
16.8%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 254,383 employed workers.
Key Takeaways
Generated from ACS workforce data and College Scorecard.

AI-Powered Insights

Machine learning analysis across 20+ federal data sources

Sample AI Insight
- a preview of the kind of synthesis EP produces for paying customers

Montgomery County shows meaningful potential for apparel manufacturing attraction, with a 4.90x concentration and 651 jobs in this sub-sector.

The interconnected base across apparel manufacturing, nonmetallic mineral product manufacturing, and machinery manufacturing creates supply-chain attraction leverage rather than single-employer risk, a structural advantage for industrial recruitment.

Industry Shift Analysis

Manufacturing Automation Risk
High
Healthcare Growth Forecast
+4.2% CAGR
Remote Work Migration
67/100

Prospect Match Scores

Advanced Manufacturing
92/100
Life Sciences
84/100
Data Centers
71/100

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Economic
Demographic
Housing
Workforce
Median Income
$66,139
vs $80,734 national
GDP
$40.1B
2024
Unemployment
5.0%
vs 5.2% national
Top Employers by Sector
Health Care and Social Assistance
51,660
Manufacturing
27,229
Retail Trade
23,592
Accommodation and Food Services
22,144
Professional, Scientific, and Technical Services
14,217
Census ACS, BLS QCEW, BEA, HUD · Auto-updatedPowered by ExecutivePulse
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GDP, income, jobs
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NAICS employment
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Workforce
Education + labor
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Federal Investment
USAspending
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Quality of Life
Housing + commute
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Population
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Data Sources

All data from official federal APIs. Auto-refreshed on publication schedules.

Census ACS 5-Year2024
BLS QCEW2024 annual
BLS LAUS (via FRED)2025 annual
BEA Regional GDP2024
Census CBP2023
HUD Fair Market RentsFY2026
FCC Broadband Map2025
USAspending.govFY2026
College ScorecardAY 2022-23