Job market rankings, November 2026
Job families
United States
Best cities for engineering pay after cost of living
#1 San Mateo: $216k
94 ranked
United States
Best cities for operations jobs
#1 New York: 1,429 openings
100 ranked
United States
Best cities for operations pay after cost of living
#1 Reston: $177k
41 ranked
United States
Best cities for sales jobs
#1 New York: 2,774 openings
78 ranked
United States
Best cities for sales pay after cost of living
#1 Santa Clara: $175k
45 ranked
United States
Best cities for finance jobs
#1 New York: 1,932 openings
78 ranked
United States
Best cities for finance pay after cost of living
#1 San Mateo: $162k
35 ranked
United States
Best cities for data and analytics jobs
#1 New York: 1,713 openings
58 ranked
United States
Best cities for data and analytics pay after cost of living
#1 Foster: $232k
28 ranked
United States
Best cities for HR jobs
#1 New York: 994 openings
30 ranked
United States
Best cities for HR pay after cost of living
#1 San Mateo: $158k
15 ranked
United States
Best cities for marketing jobs
#1 New York: 1,754 openings
31 ranked
United States
Best cities for marketing pay after cost of living
#1 San Jose: $204k
16 ranked
United States
Best cities for legal jobs
#1 New York: 854 openings
36 ranked
United States
Best cities for legal pay after cost of living
#1 San Mateo: $238k
20 ranked
United States
Best cities for clinical jobs
#1 New York: 202 openings
22 ranked
United States
Best cities for product jobs
#1 New York: 738 openings
20 ranked
United States
Best cities for product pay after cost of living
#1 Santa Clara: $224k
14 ranked
United States
Best cities for security jobs
#1 San Francisco: 316 openings
20 ranked
United States
Best cities for security pay after cost of living
#1 San Mateo: $241k
10 ranked
United States
Best cities for design jobs
#1 New York: 717 openings
10 ranked
United States
Best cities for customer success jobs
#1 New York: 367 openings
10 ranked
Higher education
United States
Colleges with the highest earnings 10 years after enrolling
#1 Massachusetts Institute of Technology: $143k
100 ranked
United States
Four-year colleges with the highest earnings 10 years after enrolling
#1 Massachusetts Institute of Technology: $143k
100 ranked
United States
Community and two-year colleges with the highest earnings 10 years after enrolling
#1 St Paul's School of Nursing-Queens: $104k
100 ranked
Northeast
Colleges with the highest earnings 10 years after enrolling in the Northeast
#1 Massachusetts Institute of Technology: $143k
100 ranked
New England
Colleges with the highest earnings 10 years after enrolling in New England
#1 Massachusetts Institute of Technology: $143k
100 ranked
Mid-Atlantic
Colleges with the highest earnings 10 years after enrolling in the Mid-Atlantic
#1 Carnegie Mellon University: $115k
100 ranked
Southeast
Colleges with the highest earnings 10 years after enrolling in the Southeast
#1 Georgia Institute of Technology-Main Campus: $103k
100 ranked
Southwest
Colleges with the highest earnings 10 years after enrolling in the Southwest
#1 Roseman University of Health Sciences: $120k
100 ranked
Midwest
Colleges with the highest earnings 10 years after enrolling in the Midwest
#1 Rose-Hulman Institute of Technology: $101k
100 ranked
Great Lakes
Colleges with the highest earnings 10 years after enrolling in the Great Lakes
#1 Rose-Hulman Institute of Technology: $101k
100 ranked
Mountain West
Colleges with the highest earnings 10 years after enrolling in the Mountain West
#1 Roseman University of Health Sciences: $120k
100 ranked
Pacific Northwest
Colleges with the highest earnings 10 years after enrolling in the Pacific Northwest
#1 Oregon Health & Science University: $101k
89 ranked
West Coast
Colleges with the highest earnings 10 years after enrolling in the West Coast
#1 Samuel Merritt University: $143k
100 ranked
Alabama
Colleges with the highest earnings 10 years after enrolling in Alabama
#1 Auburn University: $65k
48 ranked
Arkansas
Colleges with the highest earnings 10 years after enrolling in Arkansas
#1 University of Arkansas for Medical Sciences: $74k
43 ranked
Arizona
Colleges with the highest earnings 10 years after enrolling in Arizona
#1 Chamberlain University-Arizona: $92k
48 ranked
California
Colleges with the highest earnings 10 years after enrolling in California
#1 Samuel Merritt University: $143k
100 ranked
Colorado
Colleges with the highest earnings 10 years after enrolling in Colorado
#1 Colorado School of Mines: $97k
39 ranked
Connecticut
Colleges with the highest earnings 10 years after enrolling in Connecticut
#1 Yale University: $101k
24 ranked
District of Columbia
Colleges with the highest earnings 10 years after enrolling in District of Columbia
#1 Georgetown University: $103k
10 ranked
Florida
Colleges with the highest earnings 10 years after enrolling in Florida
#1 West Coast University-Miami: $103k
95 ranked
Georgia
Colleges with the highest earnings 10 years after enrolling in Georgia
#1 Georgia Institute of Technology-Main Campus: $103k
84 ranked
Hawaii
Colleges with the highest earnings 10 years after enrolling in Hawaii
#1 Hawaii Pacific University: $60k
13 ranked
Iowa
Colleges with the highest earnings 10 years after enrolling in Iowa
#1 Drake University: $72k
43 ranked
Idaho
Colleges with the highest earnings 10 years after enrolling in Idaho
#1 University of Idaho: $55k
11 ranked
Illinois
Colleges with the highest earnings 10 years after enrolling in Illinois
#1 Chamberlain University-Illinois: $92k
100 ranked
Indiana
Colleges with the highest earnings 10 years after enrolling in Indiana
#1 Rose-Hulman Institute of Technology: $101k
48 ranked
Kansas
Colleges with the highest earnings 10 years after enrolling in Kansas
#1 Baker University: $64k
40 ranked
Kentucky
Colleges with the highest earnings 10 years after enrolling in Kentucky
#1 Centre College: $66k
44 ranked
Louisiana
Colleges with the highest earnings 10 years after enrolling in Louisiana
#1 Chamberlain University-Louisiana: $92k
39 ranked
Massachusetts
Colleges with the highest earnings 10 years after enrolling in Massachusetts
#1 Massachusetts Institute of Technology: $143k
76 ranked
Maryland
Colleges with the highest earnings 10 years after enrolling in Maryland
#1 University of Maryland, Baltimore: $88k
41 ranked
Maine
Colleges with the highest earnings 10 years after enrolling in Maine
#1 Maine Maritime Academy: $90k
21 ranked
Michigan
Colleges with the highest earnings 10 years after enrolling in Michigan
#1 Kettering University: $95k
72 ranked
Minnesota
Colleges with the highest earnings 10 years after enrolling in Minnesota
#1 Saint Johns University: $77k
64 ranked
Missouri
Colleges with the highest earnings 10 years after enrolling in Missouri
#1 Washington University in St Louis: $86k
55 ranked
Mississippi
Colleges with the highest earnings 10 years after enrolling in Mississippi
#1 Millsaps College: $54k
29 ranked
Montana
Colleges with the highest earnings 10 years after enrolling in Montana
#1 Carroll College: $62k
13 ranked
North Carolina
Colleges with the highest earnings 10 years after enrolling in North Carolina
#1 Duke University: $98k
100 ranked
North Dakota
Colleges with the highest earnings 10 years after enrolling in North Dakota
#1 University of North Dakota: $64k
14 ranked
Nebraska
Colleges with the highest earnings 10 years after enrolling in Nebraska
#1 University of Nebraska Medical Center: $77k
23 ranked
New Hampshire
Colleges with the highest earnings 10 years after enrolling in New Hampshire
#1 Dartmouth College: $97k
16 ranked
New Jersey
Colleges with the highest earnings 10 years after enrolling in New Jersey
#1 Princeton University: $110k
55 ranked
New Mexico
Colleges with the highest earnings 10 years after enrolling in New Mexico
#1 New Mexico Institute of Mining and Technology: $76k
20 ranked
Nevada
Colleges with the highest earnings 10 years after enrolling in Nevada
#1 Roseman University of Health Sciences: $120k
14 ranked
New York
Colleges with the highest earnings 10 years after enrolling in New York
#1 Helene Fuld College of Nursing: $111k
100 ranked
Ohio
Colleges with the highest earnings 10 years after enrolling in Ohio
#1 Case Western Reserve University: $88k
100 ranked
Oklahoma
Colleges with the highest earnings 10 years after enrolling in Oklahoma
#1 University of Oklahoma-Norman Campus: $63k
38 ranked
Oregon
Colleges with the highest earnings 10 years after enrolling in Oregon
#1 Oregon Health & Science University: $101k
33 ranked
Pennsylvania
Colleges with the highest earnings 10 years after enrolling in Pennsylvania
#1 Carnegie Mellon University: $115k
100 ranked
Rhode Island
Colleges with the highest earnings 10 years after enrolling in Rhode Island
#1 Brown University: $93k
12 ranked
South Carolina
Colleges with the highest earnings 10 years after enrolling in South Carolina
#1 Citadel Military College of South Carolina: $72k
50 ranked
South Dakota
Colleges with the highest earnings 10 years after enrolling in South Dakota
#1 South Dakota School of Mines and Technology: $72k
16 ranked
Tennessee
Colleges with the highest earnings 10 years after enrolling in Tennessee
#1 Vanderbilt University: $92k
57 ranked
Texas
Colleges with the highest earnings 10 years after enrolling in Texas
#1 The University of Texas Medical Branch at Galveston: $93k
100 ranked
Utah
Colleges with the highest earnings 10 years after enrolling in Utah
#1 Brigham Young University: $76k
15 ranked
Virginia
Colleges with the highest earnings 10 years after enrolling in Virginia
#1 Washington and Lee University: $95k
67 ranked
Vermont
Colleges with the highest earnings 10 years after enrolling in Vermont
#1 Middlebury College: $76k
8 ranked
Washington
Colleges with the highest earnings 10 years after enrolling in Washington
#1 DigiPen Institute of Technology: $80k
56 ranked
Wisconsin
Colleges with the highest earnings 10 years after enrolling in Wisconsin
#1 Milwaukee School of Engineering: $89k
51 ranked
West Virginia
Colleges with the highest earnings 10 years after enrolling in West Virginia
#1 Wheeling University: $58k
28 ranked
Wyoming
Colleges with the highest earnings 10 years after enrolling in Wyoming
#1 University of Wyoming: $57k
8 ranked
United States
Best college towns for entry-level and junior jobs
#1 Lansing: 49%
100 ranked
Northeast
Best college towns for junior jobs in the Northeast
#1 York: 50%
50 ranked
New England
Best college towns for junior jobs in New England
#1 Springfield: 38%
19 ranked
Mid-Atlantic
Best college towns for junior jobs in the Mid-Atlantic
#1 York: 50%
55 ranked
Southeast
Best college towns for junior jobs in the Southeast
#1 Lynchburg: 49%
64 ranked
Southwest
Best college towns for junior jobs in the Southwest
#1 Lubbock: 42%
32 ranked
Midwest
Best college towns for junior jobs in the Midwest
#1 La Crosse: 50%
51 ranked
Great Lakes
Best college towns for junior jobs in the Great Lakes
#1 La Crosse: 50%
39 ranked
Mountain West
Best college towns for junior jobs in the Mountain West
#1 Fort Collins: 36%
14 ranked
Pacific Northwest
Best college towns for junior jobs in the Pacific Northwest
#1 Salem: 39%
13 ranked
West Coast
Best college towns for junior jobs in the West Coast
#1 Bakersfield: 43%
50 ranked
AI skills
United States
Most requested AI skills in job postings
#1 AI tools in daily work: 5.6%
24 ranked
United States
AI tools named most often in job postings
#1 Claude: 1.1%
40 ranked
United States
Most requested AI skills in engineering jobs
#1 AI tools in daily work: 6.1%
22 ranked
United States
AI tools named most often in engineering jobs
#1 Claude: 1.7%
34 ranked
United States
Most requested AI skills in operations jobs
#1 AI tools in daily work: 2.5%
12 ranked
United States
AI tools named most often in operations jobs
#1 Claude: 0.28%
8 ranked
United States
Most requested AI skills in sales jobs
#1 AI tools in daily work: 4.1%
19 ranked
United States
AI tools named most often in sales jobs
#1 Gong: 0.93%
9 ranked
United States
Most requested AI skills in finance jobs
#1 AI tools in daily work: 4.3%
15 ranked
United States
AI tools named most often in finance jobs
#1 Claude: 0.55%
7 ranked
United States
Most requested AI skills in data and analytics jobs
#1 Machine learning engineering: 17.1%
24 ranked
United States
AI tools named most often in data and analytics jobs
#1 Databricks: 7.6%
34 ranked
United States
Most requested AI skills in HR jobs
#1 AI tools in daily work: 5.7%
9 ranked
United States
Most requested AI skills in marketing jobs
#1 AI tools in daily work: 10.8%
15 ranked
United States
AI tools named most often in marketing jobs
#1 ChatGPT: 1.2%
8 ranked
United States
Most requested AI skills in legal jobs
#1 AI tools in daily work: 3.9%
8 ranked
United States
Most requested AI skills in product jobs
#1 AI product management: 17.9%
20 ranked
United States
AI tools named most often in product jobs
#1 Claude: 3.2%
7 ranked
United States
Most requested AI skills in security jobs
#1 AI tools in daily work: 10.8%
16 ranked
United States
Most requested AI skills in design jobs
#1 AI tools in daily work: 14.5%
10 ranked
United States
AI skills that pay the most
#1 Leading AI teams: $249k
24 ranked
Industries
United States
Industries with the highest posted pay
#1 Technology & Software: $185k
17 ranked
Industry markets
United States
Best cities for technology jobs
#1 San Francisco: 7,178 openings
100 ranked
United States
Best cities for technology pay after cost of living
#1 Foster: $209k
80 ranked
United States
Best cities for healthcare jobs
#1 New York: 1,488 openings
82 ranked
United States
Best cities for healthcare pay after cost of living
#1 Cambridge: $180k
24 ranked
United States
Best cities for financial services jobs
#1 New York: 3,931 openings
90 ranked
United States
Best cities for financial services pay after cost of living
#1 San Francisco: $173k
33 ranked
United States
Best cities for professional services jobs
#1 New York: 1,174 openings
52 ranked
United States
Best cities for professional services pay after cost of living
#1 Austin: $168k
25 ranked
United States
Best cities for manufacturing and industrial jobs
#1 Houston: 887 openings
100 ranked
United States
Best cities for manufacturing and industrial pay after cost of living
#1 San Carlos: $176k
35 ranked
United States
Best cities for consumer and retail jobs
#1 New York: 1,093 openings
50 ranked
United States
Best cities for consumer and retail pay after cost of living
#1 Sunnyvale: $194k
11 ranked
United States
Best cities for life sciences and biotech jobs
#1 Boston: 793 openings
41 ranked
United States
Best cities for life sciences and biotech pay after cost of living
#1 Waltham: $221k
10 ranked
United States
Best cities for aerospace and defense jobs
#1 Huntsville: 555 openings
67 ranked
United States
Best cities for aerospace and defense pay after cost of living
#1 San Jose: $187k
19 ranked
United States
Best cities for education jobs
#1 Atlanta: 491 openings
47 ranked
United States
Best cities for education pay after cost of living
#1 Arlington: $124k
8 ranked
United States
Best cities for government jobs
#1 New York: 727 openings
26 ranked
United States
Best cities for government pay after cost of living
#1 Chicago: $146k
18 ranked
United States
Best cities for energy and utilities jobs
#1 Houston: 704 openings
27 ranked
United States
Best cities for energy and utilities pay after cost of living
#1 Everett: $186k
18 ranked
United States
Best cities for media and entertainment jobs
#1 New York: 1,283 openings
17 ranked
United States
Best cities for media and entertainment pay after cost of living
#1 San Mateo: $209k
9 ranked
United States
Best cities for nonprofit jobs
#1 New York: 536 openings
18 ranked
United States
Best cities for logistics and transportation jobs
#1 Miami: 202 openings
17 ranked
United States
Best cities for construction and real estate jobs
#1 New York: 346 openings
13 ranked
Function profiles
United States
Job families with the most entry-level jobs
#1 Administration: 95%
21 ranked
United States
Job families asking for AI skills most
#1 Data & Analytics: 45%
21 ranked
United States
Job families with the most remote jobs
#1 Sales: 17%
21 ranked
United States
Job families with the most hybrid jobs
#1 Fundraising & development: 16%
21 ranked
United States
Job families with the most people-management roles
#1 Executive Leadership: 98%
21 ranked
United States
Job families with the fewest people-management roles
#1 Administration: 2%
21 ranked
United States
Job families whose postings stress emotional intelligence most
#1 Fundraising & development: 3.2%
21 ranked
United States
Job families with the most jobs that need no experience
#1 Sales: 1.7%
21 ranked
United States
Job families where entry-level jobs want AI skills
#1 Product: 31%
18 ranked
United States
Job families offering the most on-the-job training
#1 Sales: 1.2%
21 ranked
Industry profiles
United States
Industries with the most entry-level jobs
#1 Transportation & Logistics: 37%
16 ranked
United States
Industries asking for AI skills most
#1 Technology & Software: 29%
16 ranked
United States
Industries with the most remote jobs
#1 Pharmaceuticals & Biotech: 15%
16 ranked
United States
Industries with the most hybrid jobs
#1 Government & Public Sector: 20%
16 ranked
United States
Industries with the most people-management roles
#1 Nonprofit & Social Impact: 51%
16 ranked
United States
Industries with the fewest people-management roles
#1 Aerospace & Defense: 19%
16 ranked
United States
Industries whose postings stress emotional intelligence most
#1 Nonprofit & Social Impact: 1.9%
16 ranked
United States
Industries with the most jobs that need no experience
#1 Construction & Real Estate: 2.3%
16 ranked
United States
Industries where entry-level jobs want AI skills
#1 Technology & Software: 20%
17 ranked
United States
Industries offering the most on-the-job training
#1 Transportation & Logistics: 2.1%
16 ranked
Entry-level
United States
Cities with the most jobs that need no experience
#1 Lenexa: 6.9%
100 ranked
Northeast
Cities with the most jobs that need no experience in the Northeast
#1 Norwood: 3.7%
69 ranked
New England
Cities with the most jobs that need no experience in New England
#1 Norwood: 3.7%
27 ranked
Mid-Atlantic
Cities with the most jobs that need no experience in the Mid-Atlantic
#1 Tysons: 4.3%
84 ranked
Southeast
Cities with the most jobs that need no experience in the Southeast
#1 Kennesaw: 10.8%
84 ranked
Southwest
Cities with the most jobs that need no experience in the Southwest
#1 Sparks: 2.5%
43 ranked
Midwest
Cities with the most jobs that need no experience in the Midwest
#1 Lenexa: 6.9%
67 ranked
Great Lakes
Cities with the most jobs that need no experience in the Great Lakes
#1 Northbrook: 3.5%
50 ranked
Mountain West
Cities with the most jobs that need no experience in the Mountain West
#1 Sparks: 2.5%
18 ranked
Pacific Northwest
Cities with the most jobs that need no experience in the Pacific Northwest
#1 Spokane: 2.9%
16 ranked
West Coast
Cities with the most jobs that need no experience in the West Coast
#1 Bakersfield: 5.4%
66 ranked
United States
Best cities for entry-level jobs that want AI skills
#1 San Francisco: 35%
100 ranked
Northeast
Best cities for entry-level jobs that want AI skills in the Northeast
#1 Somerville: 29%
48 ranked
New England
Best cities for entry-level jobs that want AI skills in New England
#1 Somerville: 29%
20 ranked
Mid-Atlantic
Best cities for entry-level jobs that want AI skills in the Mid-Atlantic
#1 Tysons: 27%
62 ranked
Southeast
Best cities for entry-level jobs that want AI skills in the Southeast
#1 Tysons: 27%
77 ranked
Southwest
Best cities for entry-level jobs that want AI skills in the Southwest
#1 Addison: 16%
39 ranked
Midwest
Best cities for entry-level jobs that want AI skills in the Midwest
#1 Ann Arbor: 12%
52 ranked
Great Lakes
Best cities for entry-level jobs that want AI skills in the Great Lakes
#1 Ann Arbor: 12%
38 ranked
Mountain West
Best cities for entry-level jobs that want AI skills in the Mountain West
#1 Lehi: 28%
16 ranked
Pacific Northwest
Best cities for entry-level jobs that want AI skills in the Pacific Northwest
#1 Bellevue: 25%
12 ranked
West Coast
Best cities for entry-level jobs that want AI skills in the West Coast
#1 San Francisco: 35%
54 ranked
United States
Best cities for entry-level and junior jobs
#1 Lansing: 45%
100 ranked
Northeast
Best cities for junior jobs in the Northeast
#1 York: 50%
70 ranked
New England
Best cities for junior jobs in New England
#1 Springfield: 38%
28 ranked
Mid-Atlantic
Best cities for junior jobs in the Mid-Atlantic
#1 York: 50%
85 ranked
Southeast
Best cities for junior jobs in the Southeast
#1 Lynchburg: 47%
87 ranked
Southwest
Best cities for junior jobs in the Southwest
#1 Lubbock: 43%
44 ranked
Midwest
Best cities for junior jobs in the Midwest
#1 La Crosse: 49%
69 ranked
Great Lakes
Best cities for junior jobs in the Great Lakes
#1 La Crosse: 49%
53 ranked
Mountain West
Best cities for junior jobs in the Mountain West
#1 Fort Collins: 37%
19 ranked
Pacific Northwest
Best cities for junior jobs in the Pacific Northwest
#1 Kent: 38%
17 ranked
West Coast
Best cities for junior jobs in the West Coast
#1 Bakersfield: 42%
71 ranked
California
Best cities for junior jobs in California
#1 Bakersfield: 42%
54 ranked
Texas
Best cities for junior jobs in Texas
#1 Lubbock: 43%
31 ranked
New York
Best cities for junior jobs in New York
#1 Bronx: 37%
11 ranked
Florida
Best cities for junior jobs in Florida
#1 Cape Canaveral: 44%
21 ranked
Virginia
Best cities for junior jobs in Virginia
#1 Lynchburg: 47%
26 ranked
Illinois
Best cities for junior jobs in Illinois
#1 Rockford: 39%
17 ranked
Massachusetts
Best cities for junior jobs in Massachusetts
#1 Springfield: 38%
20 ranked
Washington
Best cities for junior jobs in Washington
#1 Kent: 38%
12 ranked
Georgia
Best cities for junior jobs in Georgia
#1 Savannah: 46%
10 ranked
North Carolina
Best cities for junior jobs in North Carolina
#1 Asheville: 44%
11 ranked
Work style
United States
Cities with the most hybrid jobs
#1 Foster: 51%
100 ranked
Northeast
Cities with the most hybrid jobs in the Northeast
#1 Radnor: 55%
69 ranked
New England
Cities with the most hybrid jobs in New England
#1 Hartford: 27%
27 ranked
Mid-Atlantic
Cities with the most hybrid jobs in the Mid-Atlantic
#1 Radnor: 55%
84 ranked
Southeast
Cities with the most hybrid jobs in the Southeast
#1 Clearwater: 18%
84 ranked
Southwest
Cities with the most hybrid jobs in the Southwest
#1 Grand Prairie: 25%
43 ranked
Midwest
Cities with the most hybrid jobs in the Midwest
#1 Northbrook: 40%
67 ranked
Great Lakes
Cities with the most hybrid jobs in the Great Lakes
#1 Northbrook: 40%
50 ranked
Mountain West
Cities with the most hybrid jobs in the Mountain West
#1 Greenwood Village: 25%
18 ranked
Pacific Northwest
Cities with the most hybrid jobs in the Pacific Northwest
#1 Renton: 18%
16 ranked
West Coast
Cities with the most hybrid jobs in the West Coast
#1 Foster: 51%
66 ranked
United States
Best cities for remote-friendly jobs
#1 Eden Prairie: 45%
100 ranked
United States
Best cities for software and engineering jobs
#1 San Francisco: 3,412 openings
100 ranked
Northeast
Best cities for software and engineering jobs in the Northeast
#1 New York: 2,961 openings
52 ranked
New England
Best cities for software and engineering jobs in New England
#1 Boston: 910 openings
24 ranked
Mid-Atlantic
Best cities for software and engineering jobs in the Mid-Atlantic
#1 New York: 2,961 openings
68 ranked
Southeast
Best cities for software and engineering jobs in the Southeast
#1 Atlanta: 973 openings
65 ranked
Southwest
Best cities for software and engineering jobs in the Southwest
#1 Austin: 1,931 openings
33 ranked
Midwest
Best cities for software and engineering jobs in the Midwest
#1 Chicago: 1,140 openings
59 ranked
Great Lakes
Best cities for software and engineering jobs in the Great Lakes
#1 Chicago: 1,140 openings
48 ranked
Mountain West
Best cities for software and engineering jobs in the Mountain West
#1 Denver: 793 openings
22 ranked
Pacific Northwest
Best cities for software and engineering jobs in the Pacific Northwest
#1 Seattle: 1,776 openings
14 ranked
West Coast
Best cities for software and engineering jobs in the West Coast
#1 San Francisco: 3,412 openings
60 ranked
AI and jobs
United States
Job groups most exposed to AI
#1 Computer and mathematical: 38%
17 ranked
United States
Job groups least exposed to AI
#1 Transportation and material moving: 1%
17 ranked
United States
Job families with the biggest AI pay premium
#1 Sales: +70%
12 ranked
Degrees
United States
Degree fields with the most open jobs
#1 Business administration and management: 62,474 jobs
16 ranked
United States
Degree fields with the fewest open jobs
#1 Nursing: 343 jobs
16 ranked
United States
Degree fields with the highest posted pay
#1 Computer science and IT: $188k
15 ranked
United States
Degree fields projected to grow fastest
#1 Math and statistics: +25.2%
16 ranked
United States
Degree fields projected to grow slowest
#1 Education: +1.6%
16 ranked
United States
Education levels with the most open jobs
#1 Bachelor's degree: 205,934 jobs
8 ranked
United States
Education levels with the fewest open jobs
#1 Postsecondary nondegree award: 544 jobs
8 ranked
United States
Education levels with the highest posted pay
#1 Doctoral or professional degree: $180k
8 ranked
United States
Occupations needing a bachelor's degree with the most open jobs
#1 Software developers: 15,559 jobs
100 ranked
United States
Occupations needing a master's degree with the most open jobs
#1 Computer and information research scientists: 2,549 jobs
15 ranked
United States
Occupations needing a doctoral or professional degree with the most open jobs
#1 Lawyers: 3,758 jobs
10 ranked
United States
Occupations needing an associate degree or a certificate with the most open jobs
#1 Paralegals and legal assistants: 1,728 jobs
11 ranked
United States
Occupations needing no college degree with the most open jobs
#1 Sales representatives of services, except advertising, insurance, financial services, and travel: 8,206 jobs
36 ranked
United States
Occupations needing a bachelor's degree with the highest posted pay
#1 Architectural and engineering managers: $215k
88 ranked
United States
Occupations needing a bachelor's degree projected to grow fastest
#1 Data scientists: +34.6%
87 ranked
United States
Occupations needing a bachelor's degree projected to shrink most
#1 Computer programmers: −7.3%
87 ranked
United States
Occupations needing no college degree with the highest posted pay
#1 First-line supervisors of security workers: $209k
18 ranked
United States
Occupations needing no college degree projected to grow fastest
#1 Transportation, storage, and distribution managers: +6.1%
22 ranked
United States
Occupations needing no college degree projected to shrink most
#1 Bill and account collectors: −10.4%
22 ranked
United States
Job families where the most jobs need a four-year degree
#1 Product: 99%
20 ranked
United States
Job families where the fewest jobs need a four-year degree
#1 Administration: 11%
20 ranked
United States
Industries where the most jobs need a four-year degree
#1 Aerospace & Defense: 94%
16 ranked
United States
Industries where the fewest jobs need a four-year degree
#1 Retail & E-commerce: 74%
16 ranked
United States
Cities with the most jobs that do not need a four-year degree
#1 New York: 1,666 jobs
63 ranked
United States
Cities where the biggest share of jobs do not need a four-year degree
#1 Knoxville: 25%
100 ranked
Northeast
Cities with the most jobs that do not need a four-year degree in the Northeast
#1 New York: 1,666 jobs
36 ranked
Northeast
Cities where the biggest share of jobs do not need a four-year degree in the Northeast
#1 Mechanicsburg: 47%
38 ranked
New England
Cities with the most jobs that do not need a four-year degree in New England
#1 Boston: 390 jobs
14 ranked
New England
Cities where the biggest share of jobs do not need a four-year degree in New England
#1 Manchester: 21%
15 ranked
Mid-Atlantic
Cities with the most jobs that do not need a four-year degree in the Mid-Atlantic
#1 New York: 1,666 jobs
47 ranked
Mid-Atlantic
Cities where the biggest share of jobs do not need a four-year degree in the Mid-Atlantic
#1 Mechanicsburg: 47%
53 ranked
Southeast
Cities with the most jobs that do not need a four-year degree in the Southeast
#1 Atlanta: 528 jobs
72 ranked
Southeast
Cities where the biggest share of jobs do not need a four-year degree in the Southeast
#1 Fort Myers: 28%
69 ranked
Southwest
Cities with the most jobs that do not need a four-year degree in the Southwest
#1 Austin: 493 jobs
38 ranked
Southwest
Cities where the biggest share of jobs do not need a four-year degree in the Southwest
#1 Corpus Christi: 33%
37 ranked
Midwest
Cities with the most jobs that do not need a four-year degree in the Midwest
#1 Chicago: 684 jobs
51 ranked
Midwest
Cities where the biggest share of jobs do not need a four-year degree in the Midwest
#1 Rolling Meadows: 26%
54 ranked
Great Lakes
Cities with the most jobs that do not need a four-year degree in the Great Lakes
#1 Chicago: 684 jobs
36 ranked
Great Lakes
Cities where the biggest share of jobs do not need a four-year degree in the Great Lakes
#1 Rolling Meadows: 26%
39 ranked
Mountain West
Cities with the most jobs that do not need a four-year degree in the Mountain West
#1 Denver: 260 jobs
15 ranked
Mountain West
Cities where the biggest share of jobs do not need a four-year degree in the Mountain West
#1 Salt Lake City: 19%
14 ranked
Pacific Northwest
Cities with the most jobs that do not need a four-year degree in the Pacific Northwest
#1 Seattle: 316 jobs
8 ranked
Pacific Northwest
Cities where the biggest share of jobs do not need a four-year degree in the Pacific Northwest
#1 Portland: 19%
12 ranked
West Coast
Cities with the most jobs that do not need a four-year degree in the West Coast
#1 San Francisco: 902 jobs
47 ranked
West Coast
Cities where the biggest share of jobs do not need a four-year degree in the West Coast
#1 Corona: 31%
53 ranked
AI
United States
Best cities for AI-skill jobs
#1 Mountain View: 45%
100 ranked
Northeast
Best cities for AI-skill jobs in the Northeast
#1 Radnor: 26%
70 ranked
New England
Best cities for AI-skill jobs in New England
#1 Boston: 21%
28 ranked
Mid-Atlantic
Best cities for AI-skill jobs in the Mid-Atlantic
#1 Gaithersburg: 30%
85 ranked
Southeast
Best cities for AI-skill jobs in the Southeast
#1 Tysons: 20%
87 ranked
Southwest
Best cities for AI-skill jobs in the Southwest
#1 Addison: 33%
44 ranked
Midwest
Best cities for AI-skill jobs in the Midwest
#1 Minnetonka: 27%
69 ranked
Great Lakes
Best cities for AI-skill jobs in the Great Lakes
#1 Minnetonka: 27%
53 ranked
Mountain West
Best cities for AI-skill jobs in the Mountain West
#1 Lehi: 32%
19 ranked
Pacific Northwest
Best cities for AI-skill jobs in the Pacific Northwest
#1 Bellevue: 28%
17 ranked
West Coast
Best cities for AI-skill jobs in the West Coast
#1 Mountain View: 45%
71 ranked
Pay
United States
Best cities for pay after cost of living
#1 Foster City: $209k
100 ranked
United States
Cities that post pay most often
#1 Somerville: 66%
100 ranked
Northeast
Best cities for pay after cost of living in the Northeast
#1 Watertown: $193k
26 ranked
New England
Best cities for pay after cost of living in New England
#1 Watertown: $193k
11 ranked
Mid-Atlantic
Best cities for pay after cost of living in the Mid-Atlantic
#1 Chantilly: $192k
37 ranked
Southeast
Best cities for pay after cost of living in the Southeast
#1 Chantilly: $192k
33 ranked
Southwest
Best cities for pay after cost of living in the Southwest
#1 Austin: $168k
15 ranked
Midwest
Best cities for pay after cost of living in the Midwest
#1 Ann Arbor: $159k
20 ranked
Great Lakes
Best cities for pay after cost of living in the Great Lakes
#1 Ann Arbor: $159k
16 ranked
Mountain West
Best cities for pay after cost of living in the Mountain West
#1 Boulder: $144k
11 ranked
West Coast
Best cities for pay after cost of living in the West Coast
#1 Foster City: $209k
39 ranked
California
Best cities for pay after cost of living in California
#1 Foster City: $209k
32 ranked
Texas
Best cities for pay after cost of living in Texas
#1 Austin: $168k
8 ranked
Virginia
Best cities for pay after cost of living in Virginia
#1 Chantilly: $192k
15 ranked
Massachusetts
Best cities for pay after cost of living in Massachusetts
#1 Watertown: $193k
9 ranked
Markets
United States
Cities with the most professional job openings
#1 New York: 22,145 openings
100 ranked
Growth
United States
Fastest-growing job markets
#1 Limestone County: +22.8%
100 ranked
United States
Fastest-growing tech and information job markets
#1 San Bernardino County: +42.9%
100 ranked
Northeast
Fastest-growing job markets in the Northeast
#1 Bronx County: +15.3%
100 ranked
New England
Fastest-growing job markets in New England
#1 Washington County: +8.3%
24 ranked
Mid-Atlantic
Fastest-growing job markets in the Mid-Atlantic
#1 Bronx County: +15.3%
100 ranked
Southeast
Fastest-growing job markets in the Southeast
#1 Limestone County: +22.8%
100 ranked
Southwest
Fastest-growing job markets in the Southwest
#1 Kaufman County: +19.2%
61 ranked
Midwest
Fastest-growing job markets in the Midwest
#1 Sarpy County: +14.5%
100 ranked
Great Lakes
Fastest-growing job markets in the Great Lakes
#1 Fairfield County: +9.7%
100 ranked
Mountain West
Fastest-growing job markets in the Mountain West
#1 Washington County: +12.4%
28 ranked
Pacific Northwest
Fastest-growing job markets in the Pacific Northwest
#1 Marion County: +7.7%
23 ranked
West Coast
Fastest-growing job markets in the West Coast
#1 Marion County: +7.7%
59 ranked
Levels
United States
Best cities for mid-career professionals
#1 Springfield: 76%
100 ranked
United States
Best cities for director and executive jobs
#1 Cambridge: 53%
100 ranked
Northeast
Best cities for mid-career professionals in the Northeast
#1 Danbury: 69%
70 ranked
Northeast
Best cities for director and executive jobs in the Northeast
#1 Cambridge: 53%
70 ranked
New England
Best cities for mid-career professionals in New England
#1 Danbury: 69%
28 ranked
New England
Best cities for director and executive jobs in New England
#1 Cambridge: 53%
28 ranked
Mid-Atlantic
Best cities for mid-career professionals in the Mid-Atlantic
#1 Springfield: 76%
85 ranked
Mid-Atlantic
Best cities for director and executive jobs in the Mid-Atlantic
#1 Hoboken: 48%
85 ranked
Southeast
Best cities for mid-career professionals in the Southeast
#1 Springfield: 76%
87 ranked
Southeast
Best cities for director and executive jobs in the Southeast
#1 Gainesville: 28%
87 ranked
Southwest
Best cities for mid-career professionals in the Southwest
#1 Greenville: 71%
44 ranked
Southwest
Best cities for director and executive jobs in the Southwest
#1 Addison: 30%
44 ranked
Midwest
Best cities for mid-career professionals in the Midwest
#1 New Albany: 76%
69 ranked
Midwest
Best cities for director and executive jobs in the Midwest
#1 Lake Forest: 33%
69 ranked
Great Lakes
Best cities for mid-career professionals in the Great Lakes
#1 New Albany: 76%
53 ranked
Great Lakes
Best cities for director and executive jobs in the Great Lakes
#1 Lake Forest: 33%
53 ranked
Mountain West
Best cities for mid-career professionals in the Mountain West
#1 Longmont: 70%
19 ranked
Mountain West
Best cities for director and executive jobs in the Mountain West
#1 Greenwood Village: 22%
19 ranked
Pacific Northwest
Best cities for mid-career professionals in the Pacific Northwest
#1 Bellevue: 66%
17 ranked
Pacific Northwest
Best cities for director and executive jobs in the Pacific Northwest
#1 Eugene: 25%
17 ranked
West Coast
Best cities for mid-career professionals in the West Coast
#1 Mountain View: 68%
71 ranked
West Coast
Best cities for director and executive jobs in the West Coast
#1 Foster City: 38%
71 ranked
Best overall
United States
Best all-round cities for new graduates
#1 Redmond: 80 / 100
100 ranked
Northeast
Best all-round cities for new graduates in the Northeast
#1 United: 67 / 100
26 ranked
New England
Best all-round cities for new graduates in New England
#1 Quincy: 70 / 100
11 ranked
Mid-Atlantic
Best all-round cities for new graduates in the Mid-Atlantic
#1 Alexandria: 69 / 100
37 ranked
Southeast
Best all-round cities for new graduates in the Southeast
#1 Raleigh: 68 / 100
33 ranked
Southwest
Best all-round cities for new graduates in the Southwest
#1 San Antonio: 67 / 100
15 ranked
Midwest
Best all-round cities for new graduates in the Midwest
#1 Springfield: 71 / 100
20 ranked
Great Lakes
Best all-round cities for new graduates in the Great Lakes
#1 Springfield: 70 / 100
16 ranked
Mountain West
Best all-round cities for new graduates in the Mountain West
#1 Salt Lake City: 66 / 100
11 ranked
West Coast
Best all-round cities for new graduates in the West Coast
#1 Redmond: 81 / 100
39 ranked
United States
Best all-round cities for mid-career professionals
#1 San Francisco: 89 / 100
100 ranked
Northeast
Best all-round cities for mid-career professionals in the Northeast
#1 Boston: 71 / 100
26 ranked
New England
Best all-round cities for mid-career professionals in New England
#1 Boston: 71 / 100
11 ranked
Mid-Atlantic
Best all-round cities for mid-career professionals in the Mid-Atlantic
#1 McLean: 79 / 100
37 ranked
Southeast
Best all-round cities for mid-career professionals in the Southeast
#1 McLean: 78 / 100
33 ranked
Southwest
Best all-round cities for mid-career professionals in the Southwest
#1 Austin: 92 / 100
15 ranked
Midwest
Best all-round cities for mid-career professionals in the Midwest
#1 Chicago: 80 / 100
20 ranked
Great Lakes
Best all-round cities for mid-career professionals in the Great Lakes
#1 Chicago: 83 / 100
16 ranked
Mountain West
Best all-round cities for mid-career professionals in the Mountain West
#1 Denver: 65 / 100
11 ranked
West Coast
Best all-round cities for mid-career professionals in the West Coast
#1 Mountain View: 85 / 100
39 ranked
United States
Best all-round cities for remote workers
#1 San Francisco: 95 / 100
100 ranked
Northeast
Best all-round cities for remote workers in the Northeast
#1 Boston: 91 / 100
26 ranked
New England
Best all-round cities for remote workers in New England
#1 Boston: 88 / 100
11 ranked
Mid-Atlantic
Best all-round cities for remote workers in the Mid-Atlantic
#1 Reston: 93 / 100
37 ranked
Southeast
Best all-round cities for remote workers in the Southeast
#1 Reston: 93 / 100
33 ranked
Southwest
Best all-round cities for remote workers in the Southwest
#1 Austin: 100 / 100
15 ranked
Midwest
Best all-round cities for remote workers in the Midwest
#1 Eden Prairie: 95 / 100
20 ranked
Great Lakes
Best all-round cities for remote workers in the Great Lakes
#1 Eden Prairie: 96 / 100
16 ranked
Mountain West
Best all-round cities for remote workers in the Mountain West
#1 Denver: 85 / 100
11 ranked
West Coast
Best all-round cities for remote workers in the West Coast
#1 San Francisco: 92 / 100
39 ranked
United States
Best all-round cities for AI careers
#1 San Francisco: 98 / 100
100 ranked
Northeast
Best all-round cities for AI careers in the Northeast
#1 Boston: 92 / 100
26 ranked
New England
Best all-round cities for AI careers in New England
#1 Boston: 86 / 100
11 ranked
Mid-Atlantic
Best all-round cities for AI careers in the Mid-Atlantic
#1 New York: 95 / 100
37 ranked
Southeast
Best all-round cities for AI careers in the Southeast
#1 McLean: 91 / 100
33 ranked
Southwest
Best all-round cities for AI careers in the Southwest
#1 Austin: 98 / 100
15 ranked
Midwest
Best all-round cities for AI careers in the Midwest
#1 Chicago: 93 / 100
20 ranked
Great Lakes
Best all-round cities for AI careers in the Great Lakes
#1 Chicago: 92 / 100
16 ranked
Mountain West
Best all-round cities for AI careers in the Mountain West
#1 Denver: 85 / 100
11 ranked
West Coast
Best all-round cities for AI careers in the West Coast
#1 Mountain View: 96 / 100
39 ranked
United States
Best county job markets for job seekers
#1 Union County: 95 / 100
100 ranked
Northeast
Best county job markets for job seekers in the Northeast
#1 Cumberland County: 84 / 100
51 ranked
New England
Best county job markets for job seekers in New England
#1 Cumberland County: 87 / 100
12 ranked
Mid-Atlantic
Best county job markets for job seekers in the Mid-Atlantic
#1 Loudoun County: 85 / 100
64 ranked
Southeast
Best county job markets for job seekers in the Southeast
#1 Wake County: 87 / 100
77 ranked
Southwest
Best county job markets for job seekers in the Southwest
#1 Midland County: 85 / 100
30 ranked
Midwest
Best county job markets for job seekers in the Midwest
#1 Minnehaha County: 95 / 100
68 ranked
Great Lakes
Best county job markets for job seekers in the Great Lakes
#1 Union County: 96 / 100
52 ranked
Mountain West
Best county job markets for job seekers in the Mountain West
#1 Ada County: 76 / 100
15 ranked
Pacific Northwest
Best county job markets for job seekers in the Pacific Northwest
#1 Benton County: 91 / 100
10 ranked
West Coast
Best county job markets for job seekers in the West Coast
#1 Benton County: 90 / 100
34 ranked
United States
Best counties for laid-off professionals
#1 Kings County: 93 / 100
100 ranked
Northeast
Best counties for laid-off professionals in the Northeast
#1 Kings County: 86 / 100
51 ranked
New England
Best counties for laid-off professionals in New England
#1 Suffolk County: 80 / 100
12 ranked
Mid-Atlantic
Best counties for laid-off professionals in the Mid-Atlantic
#1 Kings County: 87 / 100
64 ranked
Southeast
Best counties for laid-off professionals in the Southeast
#1 Miami-Dade County: 91 / 100
77 ranked
Southwest
Best counties for laid-off professionals in the Southwest
#1 Dallas County: 72 / 100
30 ranked
Midwest
Best counties for laid-off professionals in the Midwest
#1 Union County: 81 / 100
68 ranked
Great Lakes
Best counties for laid-off professionals in the Great Lakes
#1 Union County: 80 / 100
52 ranked
Mountain West
Best counties for laid-off professionals in the Mountain West
#1 Salt Lake County: 63 / 100
15 ranked
Pacific Northwest
Best counties for laid-off professionals in the Pacific Northwest
#1 Deschutes County: 68 / 100
10 ranked
West Coast
Best counties for laid-off professionals in the West Coast
#1 Los Angeles County: 75 / 100
34 ranked
Workforce
United States
Counties with the most job openings per unemployed person
#1 Charlottesville city: 67 per 100
100 ranked
Northeast
Counties with the most job openings per unemployed person in the Northeast
#1 Kings County: 32 per 100
51 ranked
New England
Counties with the most job openings per unemployed person in New England
#1 Suffolk County: 25 per 100
12 ranked
Mid-Atlantic
Counties with the most job openings per unemployed person in the Mid-Atlantic
#1 Charlottesville city: 67 per 100
66 ranked
Southeast
Counties with the most job openings per unemployed person in the Southeast
#1 Charlottesville city: 67 per 100
79 ranked
Southwest
Counties with the most job openings per unemployed person in the Southwest
#1 Bastrop County: 19 per 100
32 ranked
Midwest
Counties with the most job openings per unemployed person in the Midwest
#1 Union County: 23 per 100
69 ranked
Great Lakes
Counties with the most job openings per unemployed person in the Great Lakes
#1 Union County: 23 per 100
53 ranked
Mountain West
Counties with the most job openings per unemployed person in the Mountain West
#1 Broomfield County: 15 per 100
15 ranked
Pacific Northwest
Counties with the most job openings per unemployed person in the Pacific Northwest
#1 King County: 13 per 100
11 ranked
West Coast
Counties with the most job openings per unemployed person in the West Coast
#1 San Francisco County: 58 per 100
35 ranked
United States
Counties with the lowest unemployment
#1 Sullivan County: 1.5%
100 ranked
Northeast
Counties with the lowest unemployment in the Northeast
#1 Sullivan County: 1.5%
100 ranked
New England
Counties with the lowest unemployment in New England
#1 Sullivan County: 1.5%
42 ranked
Mid-Atlantic
Counties with the lowest unemployment in the Mid-Atlantic
#1 Mifflin County: 2.4%
100 ranked
Southeast
Counties with the lowest unemployment in the Southeast
#1 Miami-Dade County: 1.9%
100 ranked
Southwest
Counties with the lowest unemployment in the Southwest
#1 Elko County: 3.0%
100 ranked
Midwest
Counties with the lowest unemployment in the Midwest
#1 Minnehaha County: 1.6%
100 ranked
Great Lakes
Counties with the lowest unemployment in the Great Lakes
#1 Medina County: 1.6%
100 ranked
Mountain West
Counties with the lowest unemployment in the Mountain West
#1 Gallatin County: 2.0%
55 ranked
Pacific Northwest
Counties with the lowest unemployment in the Pacific Northwest
#1 Chelan County: 3.1%
43 ranked
West Coast
Counties with the lowest unemployment in the West Coast
#1 Chelan County: 3.1%
86 ranked
United States
Counties where unemployment fell the most
#1 Maverick County: −2.5 points
100 ranked
Northeast
Counties where unemployment fell the most in the Northeast
#1 Cumberland County: −2.2 points
97 ranked
New England
Counties where unemployment fell the most in New England
#1 Cheshire County: −1.2 points
24 ranked
Mid-Atlantic
Counties where unemployment fell the most in the Mid-Atlantic
#1 Cumberland County: −2.2 points
97 ranked
Southeast
Counties where unemployment fell the most in the Southeast
#1 Orangeburg County: −1.6 points
100 ranked
Southwest
Counties where unemployment fell the most in the Southwest
#1 Maverick County: −2.5 points
55 ranked
Midwest
Counties where unemployment fell the most in the Midwest
#1 Ross County: −1.7 points
100 ranked
Great Lakes
Counties where unemployment fell the most in the Great Lakes
#1 Ross County: −1.7 points
100 ranked
Mountain West
Counties where unemployment fell the most in the Mountain West
#1 Clark County: −0.9 points
32 ranked
Pacific Northwest
Counties where unemployment fell the most in the Pacific Northwest
#1 Columbia County: −1.4 points
39 ranked
West Coast
Counties where unemployment fell the most in the West Coast
#1 Los Angeles County: −1.4 points
77 ranked
United States
States where workforce help is needed most
#1 Rhode Island: 1,484 workers per 100 openings
36 ranked
Research
United States
Counties with the highest share of white-collar workers
#1 Arlington County: 74%
100 ranked
Northeast
Counties with the highest share of white-collar workers in the Northeast
#1 New York County: 65%
100 ranked
New England
Counties with the highest share of white-collar workers in New England
#1 Middlesex County: 61%
42 ranked
Mid-Atlantic
Counties with the highest share of white-collar workers in the Mid-Atlantic
#1 Arlington County: 74%
100 ranked
Southeast
Counties with the highest share of white-collar workers in the Southeast
#1 Arlington County: 74%
100 ranked
Southwest
Counties with the highest share of white-collar workers in the Southwest
#1 Collin County: 56%
100 ranked
Midwest
Counties with the highest share of white-collar workers in the Midwest
#1 Delaware County: 58%
100 ranked
Great Lakes
Counties with the highest share of white-collar workers in the Great Lakes
#1 Delaware County: 58%
100 ranked
Mountain West
Counties with the highest share of white-collar workers in the Mountain West
#1 Broomfield County: 61%
55 ranked
Pacific Northwest
Counties with the highest share of white-collar workers in the Pacific Northwest
#1 King County: 58%
43 ranked
West Coast
Counties with the highest share of white-collar workers in the West Coast
#1 San Francisco County: 63%
86 ranked
United States
Counties with the most jobs in AI-exposed sectors
#1 Fairfax County: 50%
100 ranked
Northeast
Counties with the most jobs in AI-exposed sectors in the Northeast
#1 New York County: 49%
100 ranked
New England
Counties with the most jobs in AI-exposed sectors in New England
#1 Suffolk County: 37%
31 ranked
Mid-Atlantic
Counties with the most jobs in AI-exposed sectors in the Mid-Atlantic
#1 Fairfax County: 50%
100 ranked
Southeast
Counties with the most jobs in AI-exposed sectors in the Southeast
#1 Fairfax County: 50%
100 ranked
Southwest
Counties with the most jobs in AI-exposed sectors in the Southwest
#1 Collin County: 40%
70 ranked
Midwest
Counties with the most jobs in AI-exposed sectors in the Midwest
#1 Dallas County: 44%
100 ranked
Great Lakes
Counties with the most jobs in AI-exposed sectors in the Great Lakes
#1 Hennepin County: 33%
100 ranked
Mountain West
Counties with the most jobs in AI-exposed sectors in the Mountain West
#1 Broomfield County: 43%
40 ranked
Pacific Northwest
Counties with the most jobs in AI-exposed sectors in the Pacific Northwest
#1 King County: 37%
30 ranked
West Coast
Counties with the most jobs in AI-exposed sectors in the West Coast
#1 San Francisco County: 47%
68 ranked
Support
United States
States with the strongest unemployment benefits
#1 Washington: $1,208 a week
49 ranked
United States
States with the longest unemployment benefits
#1 Massachusetts: 30 weeks
49 ranked
United States
States with the most programs for job seekers
#1 California: 52 programs
51 ranked
United States
States with the most retraining programs
#1 California: 28 programs
51 ranked
United States
States with the most relocation incentives
#1 Maryland: 7 programs
31 ranked
United States
States with the most job centers per unemployed person
#1 Wyoming: 229.1 per 100,000
51 ranked
United States
Counties with the most job centers per unemployed person
#1 Gila County: 39.6 per 10,000
100 ranked
Northeast
Counties with the most job centers per unemployed person in the Northeast
#1 Clearfield County: 19.0 per 10,000
100 ranked
New England
Counties with the most job centers per unemployed person in New England
#1 Aroostook County: 9.1 per 10,000
23 ranked
Mid-Atlantic
Counties with the most job centers per unemployed person in the Mid-Atlantic
#1 Clearfield County: 19.0 per 10,000
100 ranked
Southeast
Counties with the most job centers per unemployed person in the Southeast
#1 Hendry County: 34.4 per 10,000
100 ranked
Southwest
Counties with the most job centers per unemployed person in the Southwest
#1 Gila County: 39.6 per 10,000
97 ranked
Midwest
Counties with the most job centers per unemployed person in the Midwest
#1 Williamson County: 17.6 per 10,000
100 ranked
Great Lakes
Counties with the most job centers per unemployed person in the Great Lakes
#1 Williamson County: 17.6 per 10,000
100 ranked
Mountain West
Counties with the most job centers per unemployed person in the Mountain West
#1 Cascade County: 9.8 per 10,000
36 ranked
Pacific Northwest
Counties with the most job centers per unemployed person in the Pacific Northwest
#1 Lincoln County: 19.0 per 10,000
37 ranked
West Coast
Counties with the most job centers per unemployed person in the West Coast
#1 Lincoln County: 19.0 per 10,000
79 ranked
Hiring and layoffs
United States
States where hiring outpaces layoff notices
#1 Minnesota: 513 openings per 100 workers
36 ranked
Conferences
United States
Cities hosting the most business conferences
#1 Las Vegas: 136 conferences
58 ranked
Northeast
Cities hosting the most business conferences in the Northeast
#1 New York: 93 conferences
9 ranked
Mid-Atlantic
Cities hosting the most business conferences in the Mid-Atlantic
#1 Washington: 104 conferences
12 ranked
Southeast
Cities hosting the most business conferences in the Southeast
#1 Orlando: 109 conferences
21 ranked
Southwest
Cities hosting the most business conferences in the Southwest
#1 Las Vegas: 136 conferences
16 ranked
Midwest
Cities hosting the most business conferences in the Midwest
#1 Chicago: 66 conferences
12 ranked
Great Lakes
Cities hosting the most business conferences in the Great Lakes
#1 Chicago: 66 conferences
9 ranked
West Coast
Cities hosting the most business conferences in the West Coast
#1 San Diego: 78 conferences
17 ranked
United States
Cities hosting the most technology & software conferences
#1 San Francisco: 33 conferences
31 ranked
United States
Cities hosting the most education & edtech conferences
#1 Orlando: 13 conferences
39 ranked
United States
Cities hosting the most healthcare & hospital systems conferences
#1 Orlando: 14 conferences
33 ranked
United States
Cities hosting the most government & public sector conferences
#1 Washington: 18 conferences
29 ranked
United States
Cities hosting the most financial services & banking conferences
#1 Las Vegas: 17 conferences
20 ranked
United States
Cities hosting the most legal services conferences
#1 New York: 9 conferences
17 ranked
United States
Cities hosting the most construction & real estate conferences
#1 Las Vegas: 12 conferences
16 ranked
United States
Cities hosting the most manufacturing & industrial conferences
#1 Orlando: 9 conferences
17 ranked
United States
Cities hosting the most accounting & audit conferences
#1 Washington: 8 conferences
14 ranked
United States
Cities hosting the most energy & utilities conferences
#1 Houston: 11 conferences
15 ranked
United States
Cities hosting the most advertising, marketing & pr conferences
#1 New York: 9 conferences
16 ranked
United States
Cities hosting the most staffing & human capital conferences
#1 Las Vegas: 8 conferences
8 ranked
United States
Cities hosting the most operations conferences
#1 Orlando: 16 conferences
31 ranked
United States
Cities hosting the most executive leadership conferences
#1 Las Vegas: 11 conferences
25 ranked
United States
Cities hosting the most finance conferences
#1 Washington: 9 conferences
24 ranked
United States
Cities hosting the most engineering conferences
#1 San Francisco: 22 conferences
28 ranked
United States
Cities hosting the most data & analytics conferences
#1 San Francisco: 10 conferences
16 ranked
United States
Cities hosting the most marketing conferences
#1 Las Vegas: 9 conferences
15 ranked
United States
Cities hosting the most human resources conferences
#1 Las Vegas: 9 conferences
10 ranked
United States
Cities hosting the most legal conferences
#1 Washington: 10 conferences
10 ranked
United States
Cities hosting the most sales conferences
#1 Las Vegas: 10 conferences
11 ranked
United States
Cities hosting the most product conferences
#1 San Francisco: 9 conferences
7 ranked
Work arrangements
United States
Job families with the most fractional and interim roles
#1 Executive Leadership: 1.72%
10 ranked
United States
Industries with the most fractional and interim roles
#1 Non-profit & Social Impact: 0.74%
8 ranked
United States
Job families with the most contract roles
#1 Legal: 2.82%
17 ranked
United States
Industries with the most contract roles
#1 Professional Services & Consulting: 5.96%
15 ranked
Employers hiring
United States
Employers with the most open jobs
#1 Amazon: 8,609 open roles
100 ranked
United States
Employers with the most entry-level and junior jobs
#1 Amazon: 2,006 roles
100 ranked
United States
Employers with the most mid-level jobs
#1 Amazon: 1,830 roles
100 ranked
United States
Employers with the most senior jobs
#1 Amazon: 2,119 roles
100 ranked
United States
Employers with the most manager and leadership jobs
#1 Amazon: 2,649 roles
100 ranked
United States
Fortune 100 Best Companies to Work For that are hiring now
#1 PwC: 761 open roles
62 ranked
United States
Fortune 100 Best Companies to Work For hiring entry-level and junior roles
#1 Hewlett Packard Enterprise: 127 entry-level and junior roles
49 ranked
United States
Employers with the most engineering jobs
#1 Amazon: 2,992 roles
100 ranked
United States
Employers with the most operations jobs
#1 Amazon: 1,480 roles
100 ranked
United States
Employers with the most sales jobs
#1 Charter Communications: 389 roles
100 ranked
United States
Employers with the most finance jobs
#1 Amazon: 475 roles
100 ranked
United States
Employers with the most data and analytics jobs
#1 Amazon: 711 roles
100 ranked
United States
Employers with the most HR jobs
#1 Amazon: 291 roles
100 ranked
United States
Employers with the most marketing jobs
#1 Amazon: 219 roles
100 ranked
United States
Employers with the most legal jobs
#1 Morgan & Morgan: 195 roles
100 ranked
United States
Employers with the most clinical jobs
#1 Veterans Health Administration: 215 roles
100 ranked
United States
Employers with the most product jobs
#1 Amazon: 356 roles
100 ranked
United States
Employers with the most security jobs
#1 Amazon: 318 roles
93 ranked
United States
Employers with the most design jobs
#1 Amazon: 176 roles
52 ranked
United States
Employers with the most customer success jobs
#1 Gallagher: 167 roles
29 ranked
United States
Employers growing their hiring fastest
#1 Ramp: +208%
30 ranked
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