Counties in Kentucky by covered employment (QCEW)

Jefferson County had the highest covered employment (QCEW) of 120 counties in 2021, at 457,558 jobs. Robertson County had the lowest, at 294 jobs. The median was 4,682 jobs and the figure for Kentucky was 1,857,636 jobs. Source: the U.S. Bureau of Labor Statistics.

Keep it in a collection in your library.
Highest457,558Jefferson County
Median4,682120 counties
Kentucky1,857,636History

Map of counties, 2021

Adair County: 4,531 jobsAllen County: 4,593 jobsAnderson County: 4,691 jobsBallard County: 2,354 jobsBarren County: 14,794 jobsBath County: 1,951 jobsBell County: 7,990 jobsBoone County: 101,166 jobsBourbon County: 6,683 jobsBoyd County: 23,748 jobsBoyle County: 13,932 jobsBracken County: 1,328 jobsBreathitt County: 2,550 jobsBreckinridge County: 3,547 jobsBullitt County: 26,767 jobsButler County: 2,861 jobsCaldwell County: 4,673 jobsCalloway County: 15,099 jobsCampbell County: 29,208 jobsCarlisle County: 1,012 jobsCarroll County: 7,159 jobsCarter County: 5,478 jobsCasey County: 3,880 jobsChristian County: 30,128 jobsClark County: 13,096 jobsClay County: 3,931 jobsClinton County: 3,894 jobsCrittenden County: 1,881 jobsCumberland County: 1,987 jobsDaviess County: 44,747 jobsEdmonson County: 1,507 jobsElliott County: 806 jobsEstill County: 2,162 jobsFayette County: 187,362 jobsFleming County: 3,043 jobsFloyd County: 10,275 jobsFranklin County: 31,613 jobsFulton County: 2,106 jobsGallatin County: 2,448 jobsGarrard County: 2,146 jobsGrant County: 5,016 jobsGraves County: 11,330 jobsGrayson County: 7,401 jobsGreen County: 1,748 jobsGreenup County: 6,651 jobsHancock County: 3,986 jobsHardin County: 44,762 jobsHarlan County: 5,829 jobsHarrison County: 4,994 jobsHart County: 4,776 jobsHenderson County: 18,104 jobsHenry County: 2,632 jobsHickman County: 871 jobsHopkins County: 16,151 jobsJackson County: 1,636 jobsJefferson County: 457,558 jobsJessamine County: 17,251 jobsJohnson County: 5,034 jobsKenton County: 69,087 jobsKnott County: 2,054 jobsKnox County: 7,413 jobsLarue County: 2,517 jobsLaurel County: 26,545 jobsLawrence County: 3,663 jobsLee County: 1,581 jobsLeslie County: 1,485 jobsLetcher County: 4,138 jobsLewis County: 1,950 jobsLincoln County: 3,868 jobsLivingston County: 2,768 jobsLogan County: 8,655 jobsLyon County: 2,473 jobsMcCracken County: 38,152 jobsMcCreary County: 2,831 jobsMcLean County: 1,752 jobsMadison County: 33,382 jobsMagoffin County: 1,849 jobsMarion County: 8,144 jobsMarshall County: 10,466 jobsMartin County: 1,879 jobsMason County: 7,832 jobsMeade County: 4,195 jobsMenifee County: 921 jobsMercer County: 6,206 jobsMetcalfe County: 1,916 jobsMonroe County: 3,145 jobsMontgomery County: 10,333 jobsMorgan County: 2,785 jobsMuhlenberg County: 7,554 jobsNelson County: 16,361 jobsNicholas County: 853 jobsOhio County: 6,982 jobsOldham County: 16,172 jobsOwen County: 1,344 jobsOwsley County: 635 jobsPendleton County: 2,252 jobsPerry County: 11,003 jobsPike County: 19,601 jobsPowell County: 2,827 jobsPulaski County: 25,221 jobsRobertson County: 294 jobsRockcastle County: 3,643 jobsRowan County: 10,195 jobsRussell County: 5,548 jobsScott County: 27,940 jobsShelby County: 15,595 jobsSimpson County: 8,875 jobsSpencer County: 2,024 jobsTaylor County: 11,495 jobsTodd County: 2,289 jobsTrigg County: 2,912 jobsTrimble County: 1,049 jobsUnion County: 4,870 jobsWarren County: 63,833 jobsWashington County: 3,221 jobsWayne County: 5,576 jobsWebster County: 2,663 jobsWhitley County: 12,543 jobsWolfe County: 1,511 jobsWoodford County: 8,832 jobs
  • Under 2,000
  • 2,000 to 3,000
  • 3,000 to 5,000
  • 5,000 to 8,000
  • 8,000 to 17K
  • 17K and over
jobs, 2021. Source: BLS, Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. Boundaries: U.S. Census Bureau cartographic boundary files.

Top 40 counties, 2021

Jefferson County: 457,558 jobsJefferson County457,558Fayette County: 187,362 jobsFayette County187,362Boone County: 101,166 jobsBoone County101,166Kenton County: 69,087 jobsKenton County69,087Warren County: 63,833 jobsWarren County63,833Hardin County: 44,762 jobsHardin County44,762Daviess County: 44,747 jobsDaviess County44,747McCracken County: 38,152 jobsMcCracken County38,152Madison County: 33,382 jobsMadison County33,382Franklin County: 31,613 jobsFranklin County31,613Christian County: 30,128 jobsChristian County30,128Campbell County: 29,208 jobsCampbell County29,208Scott County: 27,940 jobsScott County27,940Bullitt County: 26,767 jobsBullitt County26,767Laurel County: 26,545 jobsLaurel County26,545Pulaski County: 25,221 jobsPulaski County25,221Boyd County: 23,748 jobsBoyd County23,748Pike County: 19,601 jobsPike County19,601Henderson County: 18,104 jobsHenderson County18,104Jessamine County: 17,251 jobsJessamine County17,251Nelson County: 16,361 jobsNelson County16,361Oldham County: 16,172 jobsOldham County16,172Hopkins County: 16,151 jobsHopkins County16,151Shelby County: 15,595 jobsShelby County15,595Calloway County: 15,099 jobsCalloway County15,099Barren County: 14,794 jobsBarren County14,794Boyle County: 13,932 jobsBoyle County13,932Clark County: 13,096 jobsClark County13,096Whitley County: 12,543 jobsWhitley County12,543Taylor County: 11,495 jobsTaylor County11,495Graves County: 11,330 jobsGraves County11,330Perry County: 11,003 jobsPerry County11,003Marshall County: 10,466 jobsMarshall County10,466Montgomery County: 10,333 jobsMontgomery County10,333Floyd County: 10,275 jobsFloyd County10,275Rowan County: 10,195 jobsRowan County10,195Simpson County: 8,875 jobsSimpson County8,875Woodford County: 8,832 jobsWoodford County8,832Logan County: 8,655 jobsLogan County8,655Marion County: 8,144 jobsMarion County8,144Jefferson County: 457,558 jobsJefferson County457,558Fayette County: 187,362 jobsFayette County187,362Boone County: 101,166 jobsBoone County101,166Kenton County: 69,087 jobsKenton County69,087Warren County: 63,833 jobsWarren County63,833Hardin County: 44,762 jobsHardin County44,762Daviess County: 44,747 jobsDaviess County44,747McCracken County: 38,152 jobsMcCracken County38,152Madison County: 33,382 jobsMadison County33,382Franklin County: 31,613 jobsFranklin County31,613Christian County: 30,128 jobsChristian County30,128Campbell County: 29,208 jobsCampbell County29,208Scott County: 27,940 jobsScott County27,940Bullitt County: 26,767 jobsBullitt County26,767Laurel County: 26,545 jobsLaurel County26,545Pulaski County: 25,221 jobsPulaski County25,221Boyd County: 23,748 jobsBoyd County23,748Pike County: 19,601 jobsPike County19,601Henderson County: 18,104 jobsHenderson County18,104Jessamine County: 17,251 jobsJessamine County17,251Nelson County: 16,361 jobsNelson County16,361Oldham County: 16,172 jobsOldham County16,172Hopkins County: 16,151 jobsHopkins County16,151Shelby County: 15,595 jobsShelby County15,595Calloway County: 15,099 jobsCalloway County15,099Barren County: 14,794 jobsBarren County14,794Boyle County: 13,932 jobsBoyle County13,932Clark County: 13,096 jobsClark County13,096Whitley County: 12,543 jobsWhitley County12,543Taylor County: 11,495 jobsTaylor County11,495Graves County: 11,330 jobsGraves County11,330Perry County: 11,003 jobsPerry County11,003Marshall County: 10,466 jobsMarshall County10,466Montgomery County: 10,333 jobsMontgomery County10,333Floyd County: 10,275 jobsFloyd County10,275Rowan County: 10,195 jobsRowan County10,195Simpson County: 8,875 jobsSimpson County8,875Woodford County: 8,832 jobsWoodford County8,832Logan County: 8,655 jobsLogan County8,655Marion County: 8,144 jobsMarion County8,144
jobs. Source: BLS, Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. Retrieved 2026-10-12.

Full ranking

RankCounties2021
jobs
Change on 2020
1Jefferson County457,558+3.5%
2Fayette County187,362+2.7%
3Boone County101,166+9.1%
4Kenton County69,087+6.8%
5Warren County63,833+4.3%
6Hardin County44,762-0.1%
7Daviess County44,747+3%
8McCracken County38,152+4.1%
9Madison County33,382+4.7%
10Franklin County31,613+4.1%
11Christian County30,128+1.4%
12Campbell County29,208+3.4%
13Scott County27,940+2.8%
14Bullitt County26,767+2.7%
15Laurel County26,545+2.7%
16Pulaski County25,221+2.9%
17Boyd County23,748+2.9%
18Pike County19,601+2.4%
19Henderson County18,104+1.8%
20Jessamine County17,251+5.7%
21Nelson County16,361+5.7%
22Oldham County16,172+3%
23Hopkins County16,151+2.8%
24Shelby County15,595+2.2%
25Calloway County15,099+0.8%
26Barren County14,794-0.4%
27Boyle County13,932+3.4%
28Clark County13,096-5.3%
29Whitley County12,543+4.2%
30Taylor County11,495-3.8%
31Graves County11,330+2.8%
32Perry County11,003+1.1%
33Marshall County10,466-3.6%
34Montgomery County10,333+7%
35Floyd County10,275+4%
36Rowan County10,195+7.9%
37Simpson County8,875+9.1%
38Woodford County8,832+2%
39Logan County8,655+3%
40Marion County8,144+4.5%
41Bell County7,990+3.1%
42Mason County7,832+0.7%
43Muhlenberg County7,554+1.1%
44Knox County7,413+0.5%
45Grayson County7,401+0.4%
46Carroll County7,159+3.8%
47Ohio County6,982-1.4%
48Bourbon County6,683+1.2%
49Greenup County6,651-2.2%
50Mercer County6,206+3.8%
51Harlan County5,829+1.1%
52Wayne County5,576+0.1%
53Russell County5,548+3.9%
54Carter County5,478+3.8%
55Johnson County5,034+1.8%
56Grant County5,016+7.2%
57Harrison County4,994+3.6%
58Union County4,870+3.4%
59Hart County4,776+2.9%
60Anderson County4,691+1.7%
61Caldwell County4,673+7.2%
62Allen County4,593+3.2%
63Adair County4,531+8.2%
64Meade County4,195+3.5%
65Letcher County4,138+2.1%
66Hancock County3,986+3.8%
67Clay County3,931+2.1%
68Clinton County3,894-1.3%
69Casey County3,880+4.2%
70Lincoln County3,868+3.5%
71Lawrence County3,663+5.6%
72Rockcastle County3,643-3.2%
73Breckinridge County3,547+6.5%
74Washington County3,221+3.5%
75Monroe County3,145+3.4%
76Fleming County3,043+1.8%
77Trigg County2,912+3.8%
78Butler County2,861+8.2%
79McCreary County2,831+2.8%
80Powell County2,827+6.2%
81Morgan County2,785-1.4%
82Livingston County2,768+4.4%
83Webster County2,663-1.6%
84Henry County2,632+3.7%
85Breathitt County2,550+1.9%
86Larue County2,517+5.7%
87Lyon County2,473+0.2%
88Gallatin County2,448+0.7%
89Ballard County2,354+35.4%
90Todd County2,289+4%
91Pendleton County2,252+1.7%
92Estill County2,162-0.8%
93Garrard County2,146+4.6%
94Fulton County2,106+10%
95Knott County2,054+3.7%
96Spencer County2,024+3.3%
97Cumberland County1,987+2.6%
98Bath County1,951+3.3%
99Lewis County1,950+2.7%
100Metcalfe County1,916+9.7%
101Crittenden County1,881+3.1%
102Martin County1,879-2.2%
103Magoffin County1,849+6.1%
104McLean County1,752-0.7%
105Green County1,748+5.6%
106Jackson County1,636+4.1%
107Lee County1,581-0.9%
108Wolfe County1,511+12%
109Edmonson County1,507-0.1%
110Leslie County1,485+0.9%
111Owen County1,344+2.3%
112Bracken County1,328+6.8%
113Trimble County1,049+1.6%
114Carlisle County1,012+4.8%
115Menifee County921-0.2%
116Hickman County871-1.4%
117Nicholas County853+5%
118Elliott County806-6.1%
119Owsley County635+2.6%
120Robertson County294+4.3%

Other periods

About this ranking

Average number of jobs covered by unemployment insurance during the year, all industries, private and government, from the Quarterly Census of Employment and Wages (QCEW) of the U.S. Bureau of Labor Statistics. Counted where the job is located, from the reports employers file each quarter; monthly employment counts the jobs in the pay period that includes the 12th.

Counts jobs, not people: someone with two jobs counts twice. Covers about 95 percent of US wage and salary jobs. Excludes the self-employed, most agricultural workers on small farms, the armed forces, elected officials in most states, most railroad employees, some domestic workers and most student workers at schools. A count of employer reports, not a survey estimate like oews_employment.

Every value in the ranking comes from the same publisher and the same period, so the counties are compared on one definition. Equal values share a rank.

How to cite

U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. https://data.bls.gov/cew/data/api/2021/a/industry/10.csv. Retrieved 2026-10-12.

Citation styles

The publisher is the author. Invokely is named only as the place the figures were read, where a style asks for it.

APA 7

U.S. Bureau of Labor Statistics. (2026). Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties (Counties in Kentucky by covered employment (QCEW), 2021) [Data set]. Retrieved October 12, 2026, from https://data.bls.gov/cew/data/api/2021/a/industry/10.csv

MLA 9

Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties, Counties in Kentucky by covered employment (QCEW), 2021. U.S. Bureau of Labor Statistics, 21 Aug. 2026, https://data.bls.gov/cew/data/api/2021/a/industry/10.csv. Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021. Accessed 12 Oct. 2026.

Chicago (author-date)

U.S. Bureau of Labor Statistics. 2026. Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. Counties in Kentucky by covered employment (QCEW), 2021. Dataset. Accessed October 12, 2026. https://data.bls.gov/cew/data/api/2021/a/industry/10.csv. Also distributed by Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021.

Harvard

U.S. Bureau of Labor Statistics (2026) Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties, Counties in Kentucky by covered employment (QCEW), 2021 [Dataset]. Available at: https://data.bls.gov/cew/data/api/2021/a/industry/10.csv, via Invokely: https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021 (Accessed: 12 October 2026).

BibTeX
@misc{bureau_counties_in_kentucky_by_2021,
  author = {{U.S. Bureau of Labor Statistics}},
  title = {{Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties: Counties in Kentucky by covered employment (QCEW), 2021}},
  year = {2026},
  howpublished = {Data set},
  url = {https://data.bls.gov/cew/data/api/2021/a/industry/10.csv},
  urldate = {2026-10-12},
  note = {Accessed via Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021. Publisher attribution: U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. https://data.bls.gov/cew/data/api/2021/a/industry/10.csv. Retrieved 2026-10-12.},
}
RIS
TY  - DATA
AU  - U.S. Bureau of Labor Statistics
TI  - Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties: Counties in Kentucky by covered employment (QCEW), 2021
PY  - 2026
DA  - 2026/08/21
PB  - U.S. Bureau of Labor Statistics
DB  - Invokely
UR  - https://data.bls.gov/cew/data/api/2021/a/industry/10.csv
L2  - https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021
Y2  - 2026/10/12
N1  - Accessed via Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2021.
N1  - Publisher attribution: U.S. Bureau of Labor Statistics. Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. https://data.bls.gov/cew/data/api/2021/a/industry/10.csv. Retrieved 2026-10-12.
ER  - 
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Questions

Which county has the highest covered employment (QCEW)?

Jefferson County, with 457,558 jobs in 2021, according to the U.S. Bureau of Labor Statistics.

Which county has the lowest covered employment (QCEW)?

Robertson County, with 294 jobs in 2021.

Where does this ranking come from?

Every value comes from one source and one period, so the places are comparable: U.S. Bureau of Labor Statistics, Quarterly Census of Employment and Wages (QCEW): annual average employment, total covered, all industries (NAICS 10), nation, states and counties. Retrieved 2026-10-12.

Covered employment (QCEW): other rankings

Counties in Kentucky: more rankings