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Albany County, NY

Pick an industry to see how saturated it is across Albany County's ZIP codes, compared with the U.S. average. All figures use Census ZBP 2023 + ACS 2024.

Convenience stores

70–140 in Albany County
200–331%
of U.S. average Range spans bands

Restaurants

317–371 in Albany County
129–142%
of U.S. average Above average

Clothing stores

34–122 in Albany County
128–370%
of U.S. average Range spans bands

Fast food

321–375 in Albany County
124–137%
of U.S. average Above average

Coffee shops

98–166 in Albany County
122–176%
of U.S. average Range spans bands

Grocery stores

70–142 in Albany County
117–198%
of U.S. average Range spans bands

Beauty salons

91–165 in Albany County
114–177%
of U.S. average Range spans bands

Nail salons

36–114 in Albany County
110–276%
of U.S. average Range spans bands

Gyms

41–123 in Albany County
104–252%
of U.S. average Range spans bands

Day care

77–145 in Albany County
99–156%
of U.S. average Range spans bands

Dentists

114–192 in Albany County
89–131%
of U.S. average Range spans bands

Bars

32–114 in Albany County
83–233%
of U.S. average Range spans bands

Pet care

20–104 in Albany County
83–331%
of U.S. average Range spans bands

Pharmacies

30–112 in Albany County
76–222%
of U.S. average Range spans bands

Auto repair

17–101 in Albany County
51–232%
of U.S. average Range spans bands

Car washes

8–98 in Albany County
43–395%
of U.S. average Range spans bands

Population, migration, and jobs

Population
319,964
Census PEP, July 1 2024
Change since 2020
+1.9%
+5,940 people
Net migration 2024
+2,105
international +3,095, domestic −990
Jobs located here
245,030
LODES 2022, +1.2% since 2019
Employed residents
145,606
LODES 2022, −2.0% since 2019
Net movers (IRS)
−1,218
tax year 2021–2022: 13,897 in, 15,115 out

Population. Census estimates 319,964 residents on July 1, 2024, 1.9% above 2020 (+5,940).

Latest year (2023→2024): births minus deaths −141, international migration +3,095, domestic migration −990. These are model-based estimates built from births, deaths, and migration, revised annually — not a census count, and they can differ from the ACS 5-year figure used elsewhere on the site. Components may not sum exactly because of rounding.

Jobs. LODES counts 245,030 jobs located in the county in 2022 (+1.2% since 2019) and 145,606 employed residents (−2.0% since 2019). A job and a worker are not the same thing: the first is measured at the workplace, the second at the home address, and one person can hold two jobs. Self-employed, military, and informal work are excluded.

Where movers come from and go. IRS matched individual tax returns between 2021 and 2022. 13,897 people (exemptions) moved into Albany County, reporting $1.27B in adjusted gross income; 15,115 moved out, reporting $783.3M. Net: −1,218 people.

Largest sources: Rensselaer, NY (2,477) · Schenectady, NY (1,673) · Saratoga, NY (1,201). Largest destinations: Rensselaer, NY (2,622) · Schenectady, NY (1,946) · Saratoga, NY (1,786).

People are exemptions on matched returns — not a population estimate. Non-filers, dependents claimed elsewhere, and people whose address did not change are treated differently than in Census estimates. Tax data lag about two years.

Each source is reported at its own geography and year. None of them measures demand for a specific business type; they describe whether the local customer base and job base are expanding or shrinking. Definitions and limits →

ZIP gaining residents
2015–19 → 2020–24
Change
12211 Albany
+30.9%
12183 Troy
+14.6%
12047 Cohoes
+10.2%
ZIP losing residents
2015–19 → 2020–24
Change

No ZIP had a statistically significant decrease.

ACS 5-year estimates for 2015–2019 and 2020–2024. Only ZIPs with at least 2,000 residents in both windows and a change larger than the survey margin of error (90%) are listed — small ZIPs move a lot on paper without a real signal.

ZIP change

Only ZIPs where the 2015–19→2020–24 population change is larger than the ACS margin of error and both windows have at least 2,000 residents. Sorted by population change. Jobs are LODES workplace jobs in the ZIP (2019→latest available year; 2019→2021 for Michigan, none for Alaska); a ZIP can contain more jobs than residents.

ZIPNeighborhood Residents 2015–19Residents 2020–24Pop change JobsJobs change
12211Albany 10,99014,383 +30.9% 13,637+11.9%
12183Troy 2,5922,970 +14.6% 1,419−9.7%
12047Cohoes 21,35523,532 +10.2% 4,747+1.8%

Scroll the table sideways to see all columns.

How to read these numbers

Each percentage is the county's density of that business type per 10,000 people present (residents + 0.5×workers), divided by the U.S. average. 100% = exactly average.

Density is a supply-side signal. It does not measure foot traffic, income, tourism, or whether locals actually want more of a given business.

BizGapMap — free, no-login small-business saturation reports for major U.S. counties. Built entirely from public U.S. Census, BLS, and IRS data (ZBP 2023, ACS 2024 5-year, PEP 2024, LODES, QCEW, IRS SOI). No forecasts, no revenue guesses — withheld cells are marked, and the few derived counts are labelled as estimates.