Live Federal Data

Schenectady County, New York

FIPS 36093 · Albany-Schenectady-Troy, NY · Pop. 160,369
9 Sources May 19, 2026
$79,623 ▲
Median Income
$80,734 national
3.7%
Unemployment
5.2% national
$12.3B ▲
GDP
36.1% ▲
Bachelor's+
35.7% national
Data / United States / New York / Schenectady 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
$79,623 ▲
Per Capita
$43,516 ▲
Mean Household
$102,936 ▲
Poverty Rate
13.3% ▲
Median Income Comparison
Schenectady County$79,623
New York$85,974
National$80,734

Population Profile

Source: Census Bureau ACS 2024 · Tables B01001, B02001, B03003 · Median Age: 40
65+: 17.9% (28,630 residents) 55-64: 13.2% (21,122 residents) 35-54: 24.7% (39,667 residents) 18-34: 22.8% (36,537 residents) Under 18: 21.5% (34,413 residents) 40 Median Age
Cohorts
Under 18 · 21.5%
18-34 · 22.8%
35-54 · 24.7%
55-64 · 13.2%
65+ · 17.9%
Race & Ethnicity
White69.1%
Black or African American10.3%
Asian5.0%
Hispanic or Latino(any race)8.3%
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+
91.7%
High School+
National: 89.6%
▲ +2.1 pts
36.1%
Bachelor's+
National: 35.7%
▲ +0.4 pts
16.8%
Graduate+
National: 14.1%
▲ +2.7 pts

Employment Overview

Source: U.S. Census Bureau · American Community Survey 2024 5-Year Estimates
160,369
Population
81,745
Labor Force
Employed
76,950
Unemployment Rate BLS LAUS 2025 annual
3.7%
Mean Commute 4 min below national avg
22.8 min
Work From Home vs 15.1% national
14.3%
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

$12.3B ▲
Gross Domestic Product · 2024
Source: Bureau of Economic Analysis · CAGDP1 Regional GDP
$63,635 ▲
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		 8,863 20.9%
$57,241
2Retail Trade		 6,987 16.5%
$47,502
3Professional, Scientific, and Technical Services		 6,138 14.5%
$145,625
4Manufacturing		 4,837 11.4%
$98,750
5Accommodation and Food Services		 4,678 11.0%
$34,898
6Transportation and Warehousing		 2,646 6.2%
$53,600
7Construction		 2,400 5.7%
$73,525
8Finance and Insurance		 2,210 5.2%
$108,022
9Educational Services		 2,013 4.7%
$45,143
10Administrative and Support and Waste Management		 1,637 3.9%
$50,994
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Key Takeaways
Generated from BLS QCEW + BEA Regional GDP.
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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).
Machinery Manufacturing
4.41x
1,844
Transit and Ground Passenger Transportation
4.03x
826
Beverage and Tobacco Product Manufacturing
4.02x
507
Paper Manufacturing
2.60x
348
2.34x
191
Food and Beverage Retailers
1.98x
2,410
Nursing and Residential Care Facilities
1.77x
2,216
Insurance Carriers and Related Activities
1.69x
1,650
Educational Services
1.66x
2,013
Professional, Scientific, and Technical Services
1.51x
6,138

Cluster Depth

Source: BLS QCEW · Sub-sectors with LQ ≥ 1.5 indicate genuine cluster concentration
Dominant Cluster
Professional, Scientific & Technical Services Cluster
Coherent grouping of concentrated sub-sectors, signals supply-chain fit for site selectors
6,138
Cluster Employment
1.51x
Peak LQ
Concentrated Sub-Sectors
Machinery Manufacturing
4.41x 1,844
Transit and Ground Passenger Transportation
4.03x 826
Beverage and Tobacco Product Manufacturing
4.02x 507
Paper Manufacturing
2.60x 348
2.34x 191
Food and Beverage Retailers
1.98x 2,410
Nursing and Residential Care Facilities
1.77x 2,216
Insurance Carriers and Related Activities
1.69x 1,650
Educational Services
1.66x 2,013
Professional, Scientific, and Technical Services
1.51x 6,138

Attraction Opportunities

LQ < 0.5 with ≥ 50 employed, realistic diversification targets. Source: BLS QCEW
0.15x
Transportation Equipment Manufacturing
100 employed
0.24x
Merchant Wholesalers, Nondurable Goods
196 employed
0.25x
Support Activities for Transportation
77 employed
0.32x
Food Manufacturing
211 employed
0.38x
Heavy and Civil Engineering Construction
164 employed
Key Takeaways
Generated from BLS QCEW sub-sector Location Quotients.
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Schenectady 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 · HUD Fair Market Rents FY2026

Housing Overview

Source: Census Bureau ACS 2024 5-Year Estimates · Tables B25001, B25077, B25064
$235,700 ▲
Median Home Value vs 2019
$1,194 ▲
Rent/Mo
64.0% ▼
Owner-Occ
6.1% ▼
Vacancy
3.0x
Home Value to Income Ratio
vs. ~4.1x national average

HUD Fair Market Rents

Source: HUD · Fair Market Rents FY2026
Studio
$1,217/mo
1 Bedroom
$1,417/mo
2 Bedroom
$1,702/mo
3 Bedroom
$2,041/mo
4 Bedroom
$2,253/mo
30% of monthly median household income (~$1,991/mo) · rents above this line are typically considered cost-burdened.
Key Takeaways
Generated from Census ACS housing tables + HUD Fair Market Rents.

Workforce Pipeline

Labor force readiness, commuting, and workforce composition

Labor Market Overview

Source: Census ACS 2024 · Tables B01001, B23025, B08303, B08301
97,326 ▲
Working Age (18-64) vs 2019
Mean Commute 4 min below national avg
22.8 min
Work From Home vs 15.1% national
14.3%
Prime-Age Employed (25-54)
83.2%
of prime-age population
Labor force participation rate: 84.0% of working-age population (18-64) 84% Participation
▲ vs 2019

Education & Talent Pipeline

Source: Census ACS 2024 · Table B15003 · College Scorecard
Bachelor's+
36.1% ▲
HS Diploma+
91.7% ▲
Local Institutions
Total credentials awarded
58,559/yr
New York University 18,769/yr
University at Buffalo 9,530/yr
Cornell University 8,800/yr
Stony Brook University 8,368/yr
Syracuse University 7,300/yr
CUNY Hunter College 5,792/yr

Aging Workforce

Source: Census Bureau ACS · Derived from age & employment tables
21.7%
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
46.4%
Service
16.3%
Sales & Office
19.9%
Construction / Maint.
7.0%
Production / Transport
10.3%
Bars scaled 2× for visual differentiation; percentage labels show actual share of 76,950 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

Schenectady County shows meaningful potential for machinery manufacturing attraction, with a 4.41x concentration and 1,844 jobs in this sub-sector.

The interconnected base across machinery manufacturing, transit and ground passenger transportation, and beverage and tobacco product 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
$79,623
vs $80,734 national
GDP
$12.3B
2024
Unemployment
3.7%
vs 5.2% national
Top Employers by Sector
Health Care and Social Assistance
8,863
Retail Trade
6,987
Professional, Scientific, and Technical Services
6,138
Manufacturing
4,837
Accommodation and Food Services
4,678
Census ACS, BLS QCEW, BEA, HUD · Auto-updatedPowered by ExecutivePulse
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NAICS employment
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USAspending
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Quality of Life
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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