| | Civilian Labor Force, 2023 | Persons Employed, 2023 | Persons Unemployed, 2023 | Unemployment Rate, 2023 | Unemployment Rate, Percent of U.S. Average, 2023 |
|
| United States | 167,116,000 | 161,037,000 | 6,080,000 | 3.6% | 100.0% |
| Appalachian Region | 12,251,069 | 11,840,591 | 410,478 | 3.4% | 92.1% |
| Pennsylvania | 6,518,343 | 6,295,653 | 222,690 | 3.4% | 93.9% |
| Appalachian Pennsylvania | 2,747,940 | 2,647,320 | 100,620 | 3.7% | 100.6% |
|
| County |
| Allegheny | 632,239 | 611,346 | 20,893 | 3.3% | 90.8% |
| Armstrong | 31,079 | 29,858 | 1,221 | 3.9% | 108.0% |
| Beaver | 81,676 | 78,350 | 3,326 | 4.1% | 111.9% |
| Bedford | 24,620 | 23,756 | 864 | 3.5% | 96.5% |
| Blair | 59,022 | 57,058 | 1,964 | 3.3% | 91.5% |
| Bradford | 28,583 | 27,647 | 936 | 3.3% | 90.0% |
| Butler | 98,706 | 95,635 | 3,071 | 3.1% | 85.5% |
| Cambria | 55,335 | 53,046 | 2,289 | 4.1% | 113.7% |
| Cameron | 1,904 | 1,808 | 96 | 5.0% | 138.6% |
| Carbon | 32,782 | 31,513 | 1,269 | 3.9% | 106.4% |
| Centre | 79,907 | 77,746 | 2,161 | 2.7% | 74.3% |
| Clarion | 16,015 | 15,350 | 665 | 4.2% | 114.1% |
| Clearfield | 35,268 | 33,884 | 1,384 | 3.9% | 107.9% |
| Clinton | 17,354 | 16,654 | 700 | 4.0% | 110.9% |
| Columbia | 34,443 | 33,199 | 1,244 | 3.6% | 99.3% |
| Crawford | 37,838 | 36,448 | 1,390 | 3.7% | 101.0% |
| Elk | 14,514 | 14,031 | 483 | 3.3% | 91.5% |
| Erie | 126,496 | 121,633 | 4,863 | 3.8% | 105.7% |
| Fayette | 54,806 | 52,315 | 2,491 | 4.5% | 124.9% |
| Forest | 1,715 | 1,625 | 90 | 5.2% | 144.2% |
| Fulton | 7,353 | 7,126 | 227 | 3.1% | 84.9% |
| Greene | 15,626 | 15,049 | 577 | 3.7% | 101.5% |
| Huntingdon | 19,410 | 18,571 | 839 | 4.3% | 118.8% |
| Indiana | 36,715 | 35,227 | 1,488 | 4.1% | 111.4% |
| Jefferson | 19,421 | 18,677 | 744 | 3.8% | 105.3% |
| Juniata | 12,638 | 12,206 | 432 | 3.4% | 94.0% |
| Lackawanna | 105,523 | 101,571 | 3,952 | 3.7% | 102.9% |
| Lawrence | 39,162 | 37,512 | 1,650 | 4.2% | 115.8% |
| Luzerne | 158,844 | 151,947 | 6,897 | 4.3% | 119.3% |
| Lycoming | 55,485 | 53,521 | 1,964 | 3.5% | 97.3% |
| McKean | 16,704 | 15,976 | 728 | 4.4% | 119.8% |
| Mercer | 47,803 | 45,998 | 1,805 | 3.8% | 103.8% |
| Mifflin | 21,289 | 20,552 | 737 | 3.5% | 95.2% |
| Monroe | 82,516 | 78,822 | 3,694 | 4.5% | 123.0% |
| Montour | 9,383 | 9,131 | 252 | 2.7% | 73.8% |
| Northumberland | 42,698 | 41,009 | 1,689 | 4.0% | 108.7% |
| Perry | 25,022 | 24,306 | 716 | 2.9% | 78.7% |
| Pike | 25,951 | 24,751 | 1,200 | 4.6% | 127.1% |
| Potter | 6,849 | 6,523 | 326 | 4.8% | 130.8% |
| Schuylkill | 66,134 | 63,477 | 2,657 | 4.0% | 110.4% |
| Snyder | 19,830 | 19,157 | 673 | 3.4% | 93.3% |
| Somerset | 32,542 | 31,254 | 1,288 | 4.0% | 108.8% |
| Sullivan | 2,587 | 2,486 | 101 | 3.9% | 107.3% |
| Susquehanna | 20,470 | 19,809 | 661 | 3.2% | 88.8% |
| Tioga | 18,772 | 18,050 | 722 | 3.8% | 105.7% |
| Union | 19,886 | 19,318 | 568 | 2.9% | 78.5% |
| Venango | 21,007 | 20,118 | 889 | 4.2% | 116.3% |
| Warren | 17,434 | 16,788 | 646 | 3.7% | 101.8% |
| Washington | 104,575 | 100,979 | 3,596 | 3.4% | 94.5% |
| Wayne | 22,898 | 22,009 | 889 | 3.9% | 106.7% |
| Westmoreland | 175,548 | 169,433 | 6,115 | 3.5% | 95.7% |
| Wyoming | 13,563 | 13,065 | 498 | 3.7% | 100.9% |
