Counties in Kentucky by covered employment (QCEW)

Jefferson County had the highest covered employment (QCEW) of 120 counties in 2016, at 459,791 jobs. Robertson County had the lowest, at 301 jobs. The median was 4,547 jobs and the figure for Kentucky was 1,861,063 jobs. Source: the U.S. Bureau of Labor Statistics.

Keep it in a collection in your library.
Highest459,791Jefferson County
Median4,547120 counties
Kentucky1,861,063History

Map of counties, 2016

Adair County: 4,442 jobsAllen County: 4,530 jobsAnderson County: 4,563 jobsBallard County: 1,697 jobsBarren County: 17,036 jobsBath County: 1,933 jobsBell County: 8,291 jobsBoone County: 83,884 jobsBourbon County: 6,635 jobsBoyd County: 24,239 jobsBoyle County: 13,780 jobsBracken County: 1,363 jobsBreathitt County: 3,091 jobsBreckinridge County: 3,399 jobsBullitt County: 24,271 jobsButler County: 3,131 jobsCaldwell County: 4,189 jobsCalloway County: 16,479 jobsCampbell County: 29,907 jobsCarlisle County: 1,227 jobsCarroll County: 6,944 jobsCarter County: 5,526 jobsCasey County: 3,913 jobsChristian County: 31,163 jobsClark County: 14,485 jobsClay County: 4,181 jobsClinton County: 3,688 jobsCrittenden County: 2,161 jobsCumberland County: 1,695 jobsDaviess County: 45,567 jobsEdmonson County: 1,506 jobsElliott County: 918 jobsEstill County: 2,355 jobsFayette County: 192,405 jobsFleming County: 2,951 jobsFloyd County: 10,657 jobsFranklin County: 31,765 jobsFulton County: 2,057 jobsGallatin County: 2,589 jobsGarrard County: 2,197 jobsGrant County: 4,996 jobsGraves County: 10,855 jobsGrayson County: 7,736 jobsGreen County: 1,705 jobsGreenup County: 7,868 jobsHancock County: 4,142 jobsHardin County: 48,041 jobsHarlan County: 5,959 jobsHarrison County: 4,828 jobsHart County: 5,115 jobsHenderson County: 19,974 jobsHenry County: 2,614 jobsHickman County: 1,026 jobsHopkins County: 17,986 jobsJackson County: 1,747 jobsJefferson County: 459,791 jobsJessamine County: 16,672 jobsJohnson County: 5,299 jobsKenton County: 64,306 jobsKnott County: 2,319 jobsKnox County: 7,587 jobsLarue County: 2,643 jobsLaurel County: 26,412 jobsLawrence County: 3,174 jobsLee County: 1,479 jobsLeslie County: 1,670 jobsLetcher County: 4,278 jobsLewis County: 1,947 jobsLincoln County: 4,122 jobsLivingston County: 2,638 jobsLogan County: 8,378 jobsLyon County: 2,444 jobsMcCracken County: 39,323 jobsMcCreary County: 2,581 jobsMcLean County: 2,070 jobsMadison County: 33,566 jobsMagoffin County: 1,630 jobsMarion County: 8,540 jobsMarshall County: 11,193 jobsMartin County: 2,465 jobsMason County: 8,612 jobsMeade County: 4,146 jobsMenifee County: 885 jobsMercer County: 6,464 jobsMetcalfe County: 1,843 jobsMonroe County: 3,173 jobsMontgomery County: 11,026 jobsMorgan County: 2,912 jobsMuhlenberg County: 8,929 jobsNelson County: 15,406 jobsNicholas County: 816 jobsOhio County: 7,452 jobsOldham County: 15,514 jobsOwen County: 1,723 jobsOwsley County: 676 jobsPendleton County: 2,279 jobsPerry County: 11,197 jobsPike County: 20,318 jobsPowell County: 2,575 jobsPulaski County: 25,607 jobsRobertson County: 301 jobsRockcastle County: 3,524 jobsRowan County: 10,326 jobsRussell County: 5,535 jobsScott County: 26,087 jobsShelby County: 16,285 jobsSimpson County: 8,648 jobsSpencer County: 1,844 jobsTaylor County: 11,785 jobsTodd County: 2,304 jobsTrigg County: 3,050 jobsTrimble County: 1,078 jobsUnion County: 5,020 jobsWarren County: 63,089 jobsWashington County: 3,337 jobsWayne County: 5,459 jobsWebster County: 3,066 jobsWhitley County: 11,660 jobsWolfe County: 1,224 jobsWoodford County: 9,044 jobs
  • Under 2,000
  • 2,000 to 3,000
  • 3,000 to 5,000
  • 5,000 to 9,000
  • 9,000 to 17K
  • 17K and over
jobs, 2016. 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, 2016

Jefferson County: 459,791 jobsJefferson County459,791Fayette County: 192,405 jobsFayette County192,405Boone County: 83,884 jobsBoone County83,884Kenton County: 64,306 jobsKenton County64,306Warren County: 63,089 jobsWarren County63,089Hardin County: 48,041 jobsHardin County48,041Daviess County: 45,567 jobsDaviess County45,567McCracken County: 39,323 jobsMcCracken County39,323Madison County: 33,566 jobsMadison County33,566Franklin County: 31,765 jobsFranklin County31,765Christian County: 31,163 jobsChristian County31,163Campbell County: 29,907 jobsCampbell County29,907Laurel County: 26,412 jobsLaurel County26,412Scott County: 26,087 jobsScott County26,087Pulaski County: 25,607 jobsPulaski County25,607Bullitt County: 24,271 jobsBullitt County24,271Boyd County: 24,239 jobsBoyd County24,239Pike County: 20,318 jobsPike County20,318Henderson County: 19,974 jobsHenderson County19,974Hopkins County: 17,986 jobsHopkins County17,986Barren County: 17,036 jobsBarren County17,036Jessamine County: 16,672 jobsJessamine County16,672Calloway County: 16,479 jobsCalloway County16,479Shelby County: 16,285 jobsShelby County16,285Oldham County: 15,514 jobsOldham County15,514Nelson County: 15,406 jobsNelson County15,406Clark County: 14,485 jobsClark County14,485Boyle County: 13,780 jobsBoyle County13,780Taylor County: 11,785 jobsTaylor County11,785Whitley County: 11,660 jobsWhitley County11,660Perry County: 11,197 jobsPerry County11,197Marshall County: 11,193 jobsMarshall County11,193Montgomery County: 11,026 jobsMontgomery County11,026Graves County: 10,855 jobsGraves County10,855Floyd County: 10,657 jobsFloyd County10,657Rowan County: 10,326 jobsRowan County10,326Woodford County: 9,044 jobsWoodford County9,044Muhlenberg County: 8,929 jobsMuhlenberg County8,929Simpson County: 8,648 jobsSimpson County8,648Mason County: 8,612 jobsMason County8,612Jefferson County: 459,791 jobsJefferson County459,791Fayette County: 192,405 jobsFayette County192,405Boone County: 83,884 jobsBoone County83,884Kenton County: 64,306 jobsKenton County64,306Warren County: 63,089 jobsWarren County63,089Hardin County: 48,041 jobsHardin County48,041Daviess County: 45,567 jobsDaviess County45,567McCracken County: 39,323 jobsMcCracken County39,323Madison County: 33,566 jobsMadison County33,566Franklin County: 31,765 jobsFranklin County31,765Christian County: 31,163 jobsChristian County31,163Campbell County: 29,907 jobsCampbell County29,907Laurel County: 26,412 jobsLaurel County26,412Scott County: 26,087 jobsScott County26,087Pulaski County: 25,607 jobsPulaski County25,607Bullitt County: 24,271 jobsBullitt County24,271Boyd County: 24,239 jobsBoyd County24,239Pike County: 20,318 jobsPike County20,318Henderson County: 19,974 jobsHenderson County19,974Hopkins County: 17,986 jobsHopkins County17,986Barren County: 17,036 jobsBarren County17,036Jessamine County: 16,672 jobsJessamine County16,672Calloway County: 16,479 jobsCalloway County16,479Shelby County: 16,285 jobsShelby County16,285Oldham County: 15,514 jobsOldham County15,514Nelson County: 15,406 jobsNelson County15,406Clark County: 14,485 jobsClark County14,485Boyle County: 13,780 jobsBoyle County13,780Taylor County: 11,785 jobsTaylor County11,785Whitley County: 11,660 jobsWhitley County11,660Perry County: 11,197 jobsPerry County11,197Marshall County: 11,193 jobsMarshall County11,193Montgomery County: 11,026 jobsMontgomery County11,026Graves County: 10,855 jobsGraves County10,855Floyd County: 10,657 jobsFloyd County10,657Rowan County: 10,326 jobsRowan County10,326Woodford County: 9,044 jobsWoodford County9,044Muhlenberg County: 8,929 jobsMuhlenberg County8,929Simpson County: 8,648 jobsSimpson County8,648Mason County: 8,612 jobsMason County8,612
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

RankCounties2016
jobs
Change on 2015
1Jefferson County459,791+2.1%
2Fayette County192,405+1.4%
3Boone County83,884+2.9%
4Kenton County64,306+0.3%
5Warren County63,089+3.6%
6Hardin County48,041+2.4%
7Daviess County45,567+1.6%
8McCracken County39,323+1.7%
9Madison County33,566-2%
10Franklin County31,765+0.2%
11Christian County31,163-1.8%
12Campbell County29,907+3.7%
13Laurel County26,412+3%
14Scott County26,087+1.6%
15Pulaski County25,607+0.4%
16Bullitt County24,271+7.8%
17Boyd County24,239-3.1%
18Pike County20,318-5.4%
19Henderson County19,974+0.7%
20Hopkins County17,986+2.7%
21Barren County17,036+3.8%
22Jessamine County16,672+4.5%
23Calloway County16,479+0.5%
24Shelby County16,285+3.7%
25Oldham County15,514+3.4%
26Nelson County15,406+3.7%
27Clark County14,485+3.8%
28Boyle County13,780+2.3%
29Taylor County11,785+5.5%
30Whitley County11,660+0.3%
31Perry County11,197-6.8%
32Marshall County11,193+0.1%
33Montgomery County11,026+0.4%
34Graves County10,855+1.3%
35Floyd County10,657-2.9%
36Rowan County10,326+2.5%
37Woodford County9,044+0.4%
38Muhlenberg County8,929-0.9%
39Simpson County8,648-0.4%
40Mason County8,612-3.5%
41Marion County8,540+3.8%
42Logan County8,378+1.9%
43Bell County8,291-2.1%
44Greenup County7,868+0.9%
45Grayson County7,736+1.6%
46Knox County7,587-0.7%
47Ohio County7,452+1.1%
48Carroll County6,944+4.1%
49Bourbon County6,635-0.8%
50Mercer County6,464+2.1%
51Harlan County5,959-4.3%
52Russell County5,535+3.1%
53Carter County5,526-1.8%
54Wayne County5,459+4.3%
55Johnson County5,299-5%
56Hart County5,115+4.1%
57Union County5,020-0.5%
58Grant County4,996+2.1%
59Harrison County4,828+1.3%
60Anderson County4,563+1.4%
61Allen County4,530+8.6%
62Adair County4,442-4%
63Letcher County4,278-4.3%
64Caldwell County4,189+0.6%
65Clay County4,181+5%
66Meade County4,146+0.1%
67Hancock County4,142-3.6%
68Lincoln County4,122+2.9%
69Casey County3,913+3.7%
70Clinton County3,688-1.3%
71Rockcastle County3,524+0.9%
72Breckinridge County3,399-2%
73Washington County3,337+0.5%
74Lawrence County3,174-1%
75Monroe County3,173+1.9%
76Butler County3,131+8.3%
77Breathitt County3,091-1.8%
78Webster County3,066-9.2%
79Trigg County3,050-5.8%
80Fleming County2,951-4.1%
81Morgan County2,912+1.7%
82Larue County2,643-1.7%
83Livingston County2,638-4.7%
84Henry County2,614-0.5%
85Gallatin County2,589-3.7%
86McCreary County2,581-1.5%
87Powell County2,575+0.5%
88Martin County2,465-4%
89Lyon County2,444+4.1%
90Estill County2,355+0.6%
91Knott County2,319-4.6%
92Todd County2,304+2.2%
93Pendleton County2,279+0.3%
94Garrard County2,197-3%
95Crittenden County2,161+13.4%
96McLean County2,070+3.8%
97Fulton County2,057-0.8%
98Lewis County1,947-2.9%
99Bath County1,933+1.3%
100Spencer County1,844-1.7%
101Metcalfe County1,843+2.5%
102Jackson County1,747+0.6%
103Owen County1,723+1.2%
104Green County1,705-1.7%
105Ballard County1,697-16.4%
106Cumberland County1,695+0.4%
107Leslie County1,670-0.9%
108Magoffin County1,630-13.5%
109Edmonson County1,506+1.3%
110Lee County1,479-7.4%
111Bracken County1,363-0.3%
112Carlisle County1,227+24.2%
113Wolfe County1,224+0.2%
114Trimble County1,078+6.3%
115Hickman County1,026-3.4%
116Elliott County918+1.3%
117Menifee County885+1.3%
118Nicholas County816+1%
119Owsley County676+1.7%
120Robertson County301+8.3%

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/2016/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), 2016) [Data set]. Retrieved October 12, 2026, from https://data.bls.gov/cew/data/api/2016/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), 2016. U.S. Bureau of Labor Statistics, 21 Aug. 2026, https://data.bls.gov/cew/data/api/2016/a/industry/10.csv. Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016. 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), 2016. Dataset. Accessed October 12, 2026. https://data.bls.gov/cew/data/api/2016/a/industry/10.csv. Also distributed by Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016.

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), 2016 [Dataset]. Available at: https://data.bls.gov/cew/data/api/2016/a/industry/10.csv, via Invokely: https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016 (Accessed: 12 October 2026).

BibTeX
@misc{bureau_counties_in_kentucky_by_2016,
  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), 2016}},
  year = {2026},
  howpublished = {Data set},
  url = {https://data.bls.gov/cew/data/api/2016/a/industry/10.csv},
  urldate = {2026-10-12},
  note = {Accessed via Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016. 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/2016/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), 2016
PY  - 2026
DA  - 2026/08/21
PB  - U.S. Bureau of Labor Statistics
DB  - Invokely
UR  - https://data.bls.gov/cew/data/api/2016/a/industry/10.csv
L2  - https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016
Y2  - 2026/10/12
N1  - Accessed via Invokely, https://invokely.ai/rankings/covered-employment/kentucky-counties?period=2016.
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/2016/a/industry/10.csv. Retrieved 2026-10-12.
ER  - 
Embed this chart

Paste this code into a web page or a blog post. The chart shows the latest figures as they are published, with the source and a link back to this page.

Sites that read oEmbed links, such as WordPress, can show the chart when you paste the link to this page.

Use this data in your AI agent

Invokely serves this figure to AI assistants through MCP and to code through a REST API, with the source and citation attached. Ask your assistant:

Rank Counties in Kentucky by covered employment (QCEW) using official data, and cite the source.
rank_places {"indicator":"covered_employment","level":"province","within":"Kentucky","limit":10}
GET https://invokely.ai/api/v1/rank?indicator=covered_employment&level=province&within=Kentucky&limit=10

Connect Claude, ChatGPT or Cursor in one step. The trial answers 25 calls a day without an account.

Questions

Which county has the highest covered employment (QCEW)?

Jefferson County, with 459,791 jobs in 2016, according to the U.S. Bureau of Labor Statistics.

Which county has the lowest covered employment (QCEW)?

Robertson County, with 301 jobs in 2016.

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