January 2017
STEM occupations: past, present, and future
Stella Fayer, Alan Lacey, and Audrey Watson
Not that long ago, if you were planning a trip to another country, you would probably go to the library to do some research, pick up a foreign phrasebook, and go to the travel agent to book your flight and a hotel. But now, all you have to do is reach for a smart phone. We made just a short leap in time, but an enormous leap in technological advances. Today, it would be difficult to imagine our daily lives without smart phones, applications (“apps”), online shopping, and many other conveniences made possible by the men and women working in science, technology, engineering, and mathematics (STEM) occupations. This Spotlight on Statistics uses data from Occupational Employment Statistics and Employment Projections to take a closer look at STEM occupations.
Employment for the largest and smallest STEM occupations, May 2015
Largest STEM occupations |
Employment |
Software developers, applications
|
747,730 |
Computer user support specialists
|
585,060 |
Computer systems analysts
|
556,660 |
Software developers, systems software
|
390,750 |
Network and computer systems administrators
|
374,480 |
Computer and information systems managers
|
341,250 |
Sales representatives, wholesale and manufacturing, technical and scientific products
|
334,010 |
Computer programmers
|
289,420 |
Mechanical engineers
|
278,340 |
Civil engineers
|
275,210 |
|
Smallest STEM occupations
|
Employment |
Nuclear technicians
|
6,500 |
Environmental science teachers, postsecondary
|
5,540 |
Epidemiologists
|
5,460 |
Mathematicians
|
3,170 |
Animal scientists
|
2,430 |
Agricultural engineers
|
2,330 |
Mathematical science occupations, all other
|
1,880 |
Astronomers
|
1,760 |
Forestry and conservation science teachers, postsecondary
|
1,660 |
Mathematical technicians
|
820 |
Seven out of the ten largest STEM occupations were computer related
Most of the largest STEM occupations were related to computers and information systems. With employment of nearly 750,000, applications software developers was the largest STEM occupation. Computer user support specialists and computer systems analysts each accounted for over a half a million jobs.
Wholesale and manufacturing sales representatives of technical and scientific products (334,010) was the largest STEM occupation not related to computers. Mechanical engineers and civil engineers, also non-computer-related STEM occupations, each accounted for over a quarter of a million jobs.
But not all STEM occupations were large. Some were among the smallest occupations in the country, including mathematical technicians, with only 820 jobs. Astronomers, postsecondary teachers of forestry and conservation science, and mathematical science occupations, all other, each had employment of less than 2,000.
STEM occupations with the highest and lowest annual mean wages, May 2015
Occupation |
Annual mean wage |
Petroleum engineers
|
$149,590 |
Architectural and engineering managers
|
141,650 |
Computer and information systems managers
|
141,000 |
Natural sciences managers
|
136,570 |
Physicists
|
118,500 |
U.S. annual mean wage, all occupations
|
48,320 |
Environmental science and protection technicians, including health
|
46,540 |
Biological technicians
|
45,230 |
Surveying and mapping technicians
|
44,800 |
Agricultural and food science technicians
|
39,000 |
Forest and conservation technicians
|
38,260 |
Ninety-three out of 100 STEM occupations had wages above the national average
Wages for STEM occupations varied vastly. The national average wage for all STEM occupations was $87,570, nearly double the national average wage for non-STEM occupations ($45,700). Ninety-three out of 100 STEM occupations had wages significantly above the national average wage for all occupations of $48,320. Petroleum engineers was the highest paid STEM occupation, with an annual mean wage of $149,590, over $100,000 higher than the national average across all occupations. Physicists ($118,500) was also among the highest paid STEM occupations.
Seven STEM occupations had annual mean wages near or below the national average. Environmental science and protection technicians, including health, and biological technicians had mean wages of $46,540 and $45,230, respectively. Agricultural and food science technicians and forest and conservation technicians each earned below $40,000 per year on average.
Industries with the most new STEM jobs, May 2009 to May 2015
Industry |
Employment change |
Computer systems design and related services
|
308,240 |
Employment services
|
86,800 |
Management of companies and enterprises
|
67,150 |
Management, scientific, and technical consulting services
|
57,310 |
Other information services
|
49,670 |
Software publishers
|
46,190 |
Data processing, hosting, and related services
|
30,890 |
Colleges, universities, and professional schools
|
29,270 |
General medical and surgical hospitals
|
23,010 |
Scientific research and development services
|
22,480 |
New STEM jobs by industry
Between May 2009 and May 2015, over 800,000 net STEM jobs were added to the U.S. economy. The computer systems design and related services industry increased its STEM employment by over 300,000 jobs. Employment services, an industry that helps job seekers to find temporary or permanent employment, added over 86,000 STEM jobs. The data processing, hosting, and related services industry added almost 31,000 STEM jobs, and colleges, universities, and professional schools added over 29,000 STEM jobs. STEM employment in general medical and surgical hospitals increased by slightly more than 23,000 jobs.
Largest STEM occupations in the computer systems design and related services industry, May 2015
Occupation |
Employment |
Software developers, applications
|
272,020 |
Computer systems analysts
|
167,830 |
Software developers, systems software
|
130,630 |
Computer user support specialists
|
125,440 |
Computer programmers
|
117,720 |
Computer and information systems managers
|
73,750 |
Network and computer systems administrators
|
67,390 |
Computer network architects
|
40,390 |
Computer network support specialists
|
37,500 |
Computer occupations, all other
|
31,270 |
STEM jobs accounted for two-thirds of employment in computer systems design industry
STEM occupations made up nearly 67 percent of employment in the computer systems design and related services industry. Applications software developers, who design or customize software to meet clients’ computer operational needs, made up about 14 percent of industry employment. The largest STEM occupations in this industry also included computer systems analysts (167,830), systems software developers (130,630), computer user support specialists (125,440), and computer programmers (117,720). Computer and information systems managers, who plan, direct, or coordinate information technology activities, made up nearly 74,000 jobs in this industry.
Largest STEM occupations in the architectural, engineering, and related services industry, May 2015
Occupation |
Employment |
Civil engineers
|
144,460 |
Architects, except landscape and naval
|
81,320 |
Architectural and civil drafters
|
71,240 |
Mechanical engineers
|
63,070 |
Architectural and engineering managers
|
44,880 |
Electrical engineers
|
41,880 |
Civil engineering technicians
|
33,140 |
Surveying and mapping technicians
|
32,230 |
Surveyors
|
30,980 |
Electrical and electronics engineering technicians
|
20,720 |
Nearly 900,000 STEM jobs were in the architectural, engineering, and related services industry
With 897,850 STEM jobs, the architectural, engineering, and related services industry was among the largest industries for STEM employment. Civil engineers was the largest STEM occupation in this industry. Two other engineering occupations, mechanical engineers (63,070) and electrical engineers (41,880), also were among the largest STEM occupations. The largest occupations in this industry also included several types of engineering technicians: civil engineering technicians (33,140), surveying and mapping technicians (32,230), and electrical and electronics engineering technicians (20,720). Architectural and civil drafters and architects, except landscape and naval had employment in this industry of 71,240 and 81,320, respectively.
Industries with the highest employment of computer user support specialists, May 2015
Industry |
Employment |
Computer systems design and related services
|
125,440 |
Management of companies and enterprises
|
31,440 |
Elementary and secondary schools
|
30,630 |
Employment services
|
30,180 |
Colleges, universities, and professional schools
|
26,400 |
Software publishers
|
20,000 |
Professional and commercial equipment and supplies merchant wholesalers
|
19,890 |
Data processing, hosting, and related services
|
17,860 |
Local government (excluding schools and hospitals)
|
16,210 |
Business support services
|
15,210 |
Ten industries combined employed over 300,000 computer user support specialists
Computer user support specialists provide technical assistance to computer users in person, over the telephone, or electronically. National employment for this occupation was 585,060. The computer systems design and related services industry had the highest employment of this occupation (125,440). Industries with the highest employment of computer user support specialists also included management of companies and enterprises (31,440), elementary and secondary schools (30,630), and the employment services industry (30,180). Colleges, universities, and professional schools had over 26,000 jobs in this occupation. Each of the remaining industries employed 20,000 or fewer computer user support specialists.
Industries with the highest employment of mechanical engineers, May 2015
Industry |
Employment |
Architectural, engineering, and related services
|
63,070 |
Scientific research and development services
|
18,150 |
Aerospace product and parts manufacturing
|
14,850 |
Motor vehicle parts manufacturing
|
12,760 |
Federal executive branch
|
11,600 |
Navigational, measuring, electromedical, and control instruments manufacturing
|
10,820 |
Other general purpose machinery manufacturing
|
10,250 |
Metalworking machinery manufacturing
|
7,920 |
Employment services
|
7,600 |
Management of companies and enterprises
|
7,100 |
Mechanical engineers were employed in a variety of industries
Mechanical engineers work on a wide variety of projects, ranging from planning and designing engines to overseeing the installation of heating and cooling systems. Nationwide, their employment was 278,340. The architectural, engineering, and related services industry (63,070) had the highest employment of this occupation. Over 18,000 were employed in the scientific research and development services industry. Mechanical engineers worked in several manufacturing industries, including aerospace product and parts manufacturing (14,850); motor vehicle parts manufacturing (12,760); navigational, measuring, electromedical, and control instruments manufacturing (10,820); other general purpose machinery manufacturing (10,250); and metalworking machinery manufacturing (7,920).
Annual mean wages and percentage of employment in STEM occupations, by industry, May 2015
Industry sector |
Percentage of employment in STEM occupations |
Annual mean wage (all occupations) |
All industries
|
6.2% |
$48,320 |
Agriculture, forestry, fishing and hunting
|
0.6 |
28,280 |
Mining, quarrying, and oil and gas extraction
|
10.5 |
63,310 |
Utilities
|
15.8 |
73,100 |
Construction
|
1.6 |
51,300 |
Manufacturing
|
11.0 |
49,550 |
Wholesale trade
|
8.4 |
54,830 |
Retail trade
|
0.4 |
31,280 |
Transportation and warehousing
|
1.1 |
46,180 |
Information
|
23.7 |
70,440 |
Finance and insurance
|
7.0 |
67,390 |
Real estate and rental and leasing
|
1.0 |
45,030 |
Professional, scientific, and technical services
|
34.0 |
77,570 |
Management of companies and enterprises
|
16.7 |
79,600 |
Administrative and support and waste management and remediation services
|
3.7 |
36,660 |
Educational services
|
4.8 |
52,360 |
Health care and social assistance
|
1.0 |
50,970 |
Arts, entertainment, and recreation
|
0.7 |
35,510 |
Accommodation and food services
|
0.0 |
24,340 |
Other services (except public administration)
|
1.4 |
39,160 |
Federal, state, and local government (excluding state and local schools and hospitals)
|
8.4 |
57,350 |
Industries with more STEM employment had higher wages
Industries with higher shares of STEM occupations typically had higher wages. STEM occupations made up over one-third of employment in professional, scientific, and technical services, which includes activities like computer systems design, engineering services, and research and development services. This industry also had one of the highest average wages, $77,570 across all occupations. Information ($70,440), utilities ($73,100), and management of companies and enterprises ($79,600) also had both high overall average wages and high shares of STEM employment. The industries with the lowest shares of STEM employment had among the lowest average wages: retail trade ($31,280) and accommodation and food services ($24,340).
Annual mean wages and percentage of employment in STEM occupations, United States and by state, May 2015
State |
Percentage of employment in STEM occupations |
Annual mean wage (all occupations) |
United States
|
6.2% |
$48,320 |
Alabama
|
5.2 |
41,920 |
Alaska
|
6.5 |
55,760 |
Arizona
|
6.7 |
45,310 |
Arkansas
|
4.0 |
38,540 |
California
|
7.6 |
55,260 |
Colorado
|
8.5 |
51,180 |
Connecticut
|
6.6 |
56,280 |
Delaware
|
6.7 |
50,300 |
District of Columbia
|
9.4 |
80,150 |
Florida
|
4.6 |
42,860 |
Georgia
|
5.9 |
45,420 |
Hawaii
|
4.3 |
47,740 |
Idaho
|
6.1 |
40,810 |
Illinois
|
5.7 |
49,970 |
Indiana
|
4.9 |
42,070 |
Iowa
|
4.7 |
41,840 |
Kansas
|
5.3 |
42,930 |
Kentucky
|
4.0 |
40,880 |
Louisiana
|
3.8 |
40,810 |
Maine
|
4.7 |
43,260 |
Maryland
|
9.1 |
54,630 |
Massachusetts
|
8.9 |
59,010 |
Michigan
|
7.1 |
46,310 |
Minnesota
|
7.0 |
49,740 |
Mississippi
|
3.3 |
37,620 |
Missouri
|
5.4 |
43,640 |
Montana
|
5.2 |
40,620 |
Nebraska
|
5.2 |
42,630 |
Nevada
|
3.3 |
42,800 |
New Hampshire
|
6.6 |
48,710 |
New Jersey
|
6.6 |
54,950 |
New Mexico
|
6.4 |
43,170 |
New York
|
5.2 |
57,030 |
North Carolina
|
5.8 |
44,170 |
North Dakota
|
4.2 |
45,660 |
Ohio
|
5.9 |
44,750 |
Oklahoma
|
5.3 |
41,820 |
Oregon
|
7.0 |
48,100 |
Pennsylvania
|
5.9 |
46,550 |
Rhode Island
|
5.7 |
50,780 |
South Carolina
|
4.8 |
40,580 |
South Dakota
|
4.5 |
38,820 |
Tennessee
|
4.6 |
41,300 |
Texas
|
6.5 |
46,560 |
Utah
|
6.6 |
44,130 |
Vermont
|
5.8 |
46,060 |
Virginia
|
8.8 |
51,670 |
Washington
|
9.2 |
54,010 |
West Virginia
|
3.6 |
39,100 |
Wisconsin
|
5.7 |
43,930 |
Wyoming
|
4.8 |
45,850 |
States with higher shares of STEM jobs had higher wages
As a share of total employment, STEM employment varied from 3.3 percent in Nevada and Mississippi to over 9 percent in Maryland, Washington, and the District of Columbia. In general, higher shares of STEM employment were associated with higher wages. For example, the District of Columbia had both the highest overall average wage ($80,150) and one of the highest shares of STEM occupations. However, STEM employment wasn’t the only factor affecting wage differences. In addition to high concentrations of STEM occupations like statisticians, physicists, and environmental scientists, the District of Columbia also had above-average shares of other high-wage occupations like lawyers and management analysts, which contributed to its high wage level. New York was one of the highest paying states, but had a below-average share of STEM occupations.
Employment change (levels)
Employment change (percent)
Employment change for STEM occupations by state, May 2009 to May 2015
State |
Percent employment change |
Employment change |
Alabama
|
2.6% |
2,480 |
Alaska
|
-0.6 |
-120 |
Arizona
|
18.6 |
27,340 |
Arkansas
|
6.3 |
2,790 |
California
|
15.8 |
160,960 |
Colorado
|
10.0 |
18,880 |
Connecticut
|
-0.9 |
-990 |
Delaware
|
0.3 |
80 |
District of Columbia
|
5.9 |
3,550 |
Florida
|
2.7 |
9,520 |
Georgia
|
18.9 |
38,400 |
Hawaii
|
9.8 |
2,380 |
Idaho
|
-1.3 |
-530 |
Illinois
|
10.9 |
32,810 |
Indiana
|
13.7 |
17,320 |
Iowa
|
10.3 |
6,680 |
Kansas
|
-5.7 |
-4,370 |
Kentucky
|
3.3 |
2,370 |
Louisiana
|
4.2 |
2,960 |
Maine
|
6.1 |
1,600 |
Maryland
|
11.6 |
24,510 |
Massachusetts
|
8.7 |
24,170 |
Michigan
|
16.1 |
41,110 |
Minnesota
|
9.8 |
17,260 |
Mississippi
|
-0.8 |
-290 |
Missouri
|
3.0 |
4,290 |
Montana
|
5.6 |
1,240 |
Nebraska
|
18.8 |
7,850 |
Nevada
|
2.5 |
1,010 |
New Hampshire
|
-3.8 |
-1,650 |
New Jersey
|
-3.0 |
-8,100 |
New Mexico
|
-0.8 |
-400 |
New York
|
10.1 |
42,990 |
North Carolina
|
10.3 |
22,370 |
North Dakota
|
26.3 |
3,920 |
Ohio
|
12.3 |
34,380 |
Oklahoma
|
24.4 |
16,470 |
Oregon
|
22.2 |
21,940 |
Pennsylvania
|
9.7 |
29,560 |
Rhode Island
|
14.1 |
3,350 |
South Carolina
|
12.0 |
9,960 |
South Dakota
|
14.5 |
2,350 |
Tennessee
|
24.9 |
25,590 |
Texas
|
15.6 |
102,190 |
Utah
|
17.1 |
12,780 |
Vermont
|
11.1 |
1,760 |
Virginia
|
2.7 |
8,410 |
Washington
|
9.8 |
24,650 |
West Virginia
|
6.5 |
1,570 |
Wisconsin
|
12.4 |
17,250 |
Wyoming
|
5.4 |
690 |
California added nearly 161,000 STEM jobs since 2009
Between May 2009 and May 2015, states that added the largest numbers of STEM jobs included California (160,950), Texas (102,190), New York (42,980), and Michigan (41,100). Several states had STEM employment growth of more than 20 percent, compared with national STEM employment growth of 10.5 percent. These states included North Dakota (26 percent), Tennessee (25 percent), and Oklahoma (24 percent).
STEM employment by metropolitan area, May 2015
Metropolitan area |
STEM employment |
STEM employment as percent of total employment |
Abilene, TX
|
2,290 |
3.5% |
Akron, OH
|
19,680 |
6.1 |
Albany, GA
|
2,420 |
4.2 |
Albany, OR
|
1,210 |
2.9 |
Albany-Schenectady-Troy, NY
|
33,570 |
7.7 |
Albuquerque, NM
|
28,320 |
7.6 |
Alexandria, LA
|
1,290 |
2.1 |
Allentown-Bethlehem-Easton, PA-NJ
|
16,870 |
4.9 |
Altoona, PA
|
1,670 |
2.8 |
Amarillo, TX
|
4,410 |
3.9 |
Ames, IA
|
4,930 |
11.4 |
Anchorage, AK
|
12,400 |
7.0 |
Ann Arbor, MI
|
24,030 |
11.5 |
Anniston-Oxford-Jacksonville, AL
|
1,090 |
2.5 |
Appleton, WI
|
5,770 |
4.8 |
Asheville, NC
|
5,120 |
2.9 |
Athens-Clarke County, GA
|
4,910 |
6.2 |
Atlanta-Sandy Springs- Roswell, GA
|
182,570 |
7.4 |
Atlantic City-Hammonton, NJ
|
4,170 |
3.3 |
Auburn-Opelika, AL
|
2,830 |
5.3 |
Augusta-Richmond County, GA-SC
|
10,800 |
5.1 |
Austin- Round Rock, TX
|
106,230 |
11.4 |
Bakersfield, CA
|
16,310 |
5.5 |
Baltimore-Columbia-Towson, MD
|
109,870 |
8.4 |
Bangor, ME
|
2,660 |
4.2 |
Barnstable Town, MA
|
4,040 |
4.0 |
Baton Rouge, LA
|
20,010 |
5.1 |
Battle Creek, MI
|
2,690 |
4.9 |
Bay City, MI
|
2,160 |
6.1 |
Beaumont- Port Arthur, TX
|
7,450 |
4.5 |
Beckley, WV
|
1,330 |
3.0 |
Bellingham, WA
|
3,300 |
4.1 |
Bend-Redmond, OR
|
2,940 |
4.2 |
Billings, MT
|
4,240 |
5.0 |
Binghamton, NY
|
5,420 |
5.3 |
Birmingham-Hoover, AL
|
25,330 |
5.1 |
Bismarck, ND
|
4,030 |
5.4 |
Blacksburg-Christiansburg-Radford, VA
|
4,780 |
7.0 |
Bloomington, IL
|
6,400 |
6.7 |
Bloomington, IN
|
4,720 |
7.1 |
Bloomsburg-Berwick, PA
|
2,980 |
7.0 |
Boise City, ID
|
21,050 |
7.4 |
Boston-Cambridge-Nashua, MA-NH NECTA
|
276,830 |
10.5 |
Boulder, CO
|
27,850 |
16.2 |
Bowling Green, KY
|
2,410 |
3.5 |
Bremerton-Silverdale, WA
|
6,810 |
8.3 |
Bridgeport-Stamford-Norwalk, CT
|
25,550 |
6.1 |
Brownsville-Harlingen, TX
|
1,790 |
1.3 |
Brunswick, GA
|
800 |
2.1 |
Buffalo-Cheektowaga-Niagara Falls, NY
|
26,460 |
4.9 |
Burlington, NC
|
1,470 |
2.6 |
Burlington-South Burlington, VT
|
10,660 |
8.8 |
California-Lexington Park, MD
|
9,810 |
22.5 |
Canton-Massillon, OH
|
5,080 |
3.1 |
Cape Coral- Fort Myers, FL
|
6,330 |
2.7 |
Cape Girardeau, MO-IL
|
900 |
2.1 |
Carbondale-Marion, IL
|
1,620 |
3.1 |
Carson City, NV
|
2,070 |
7.7 |
Casper, WY
|
1,980 |
4.6 |
Cedar Rapids, IA
|
12,110 |
8.6 |
Chambersburg-Waynesboro, PA
|
2,320 |
4.1 |
Champaign-Urbana, IL
|
5,450 |
5.6 |
Charleston, WV
|
4,950 |
4.3 |
Charleston-North Charleston, SC
|
20,520 |
6.5 |
Charlotte-Concord-Gastonia, NC-SC
|
71,850 |
6.4 |
Charlottesville, VA
|
7,650 |
7.3 |
Chattanooga, TN-GA
|
10,110 |
4.4 |
Cheyenne, WY
|
2,480 |
5.4 |
Chicago-Naperville-Elgin, IL-IN-WI
|
270,400 |
6.0 |
Chico, CA
|
2,100 |
2.9 |
Cincinnati, OH-KY-IN
|
69,990 |
6.8 |
Clarksville, TN-KY
|
2,330 |
2.8 |
Cleveland, TN
|
1,280 |
2.8 |
Cleveland-Elyria, OH
|
66,560 |
6.5 |
Coeur d'Alene, ID
|
2,260 |
4.0 |
College Station-Bryan, TX
|
8,980 |
8.9 |
Colorado Springs, CO
|
23,290 |
8.9 |
Columbia, MO
|
5,820 |
6.4 |
Columbia, SC
|
20,650 |
5.7 |
Columbus, GA-AL
|
6,320 |
5.5 |
Columbus, IN
|
6,400 |
13.0 |
Columbus, OH
|
76,640 |
7.6 |
Corpus Christi, TX
|
8,110 |
4.3 |
Corvallis, OR
|
5,310 |
15.2 |
Crestview-Fort Walton Beach-Destin, FL
|
6,630 |
6.5 |
Cumberland, MD-WV
|
1,320 |
3.6 |
Dallas-Fort Worth-Arlington, TX
|
245,430 |
7.4 |
Dalton, GA
|
2,150 |
3.3 |
Danbury, CT
|
3,640 |
4.6 |
Danville, IL
|
840 |
3.0 |
Daphne- Fairhope-Foley, AL
|
1,150 |
1.7 |
Davenport-Moline-Rock Island, IA-IL
|
10,410 |
5.8 |
Dayton, OH
|
27,280 |
7.5 |
Decatur, AL
|
2,390 |
4.6 |
Decatur, IL
|
1,040 |
2.1 |
Deltona-Daytona Beach-Ormond Beach, FL
|
4,970 |
2.7 |
Denver-Aurora-Lakewood, CO
|
126,570 |
9.2 |
Des Moines-West Des Moines, IA
|
20,120 |
5.8 |
Detroit-Warren-Dearborn, MI
|
174,060 |
9.2 |
Dothan, AL
|
1,080 |
1.9 |
Dover, DE
|
2,330 |
3.7 |
Dover-Durham, NH-ME NECTA
|
3,890 |
7.7 |
Dubuque, IA
|
2,290 |
4.0 |
Duluth, MN-WI
|
6,040 |
4.8 |
Durham-Chapel Hill, NC
|
37,690 |
13.1 |
East Stroudsburg, PA
|
2,550 |
4.6 |
Eau Claire, WI
|
4,010 |
5.0 |
El Centro, CA
|
850 |
1.5 |
El Paso, TX
|
9,390 |
3.2 |
Elizabethtown-Fort Knox, KY
|
2,310 |
4.5 |
Elkhart-Goshen, IN
|
3,520 |
2.8 |
Elmira, NY
|
1,120 |
3.1 |
Erie, PA
|
4,040 |
3.2 |
Eugene, OR
|
7,150 |
4.9 |
Evansville, IN-KY
|
6,790 |
4.4 |
Fairbanks, AK
|
3,020 |
8.0 |
Fargo, ND-MN
|
7,760 |
5.7 |
Farmington, NM
|
1,430 |
2.8 |
Fayetteville, NC
|
4,060 |
3.3 |
Fayetteville-Springdale-Rogers, AR-MO
|
12,160 |
5.5 |
Flagstaff, AZ
|
3,720 |
6.4 |
Flint, MI
|
4,770 |
3.6 |
Florence, SC
|
3,130 |
3.8 |
Florence-Muscle Shoals, AL
|
1,010 |
2.0 |
Fond du Lac, WI
|
1,950 |
4.2 |
Fort Collins, CO
|
13,770 |
9.5 |
Fort Smith, AR-OK
|
2,570 |
2.4 |
Fort Wayne, IN
|
9,130 |
4.4 |
Fresno, CA
|
10,180 |
3.0 |
Gadsden, AL
|
390 |
1.1 |
Gainesville, FL
|
7,340 |
5.9 |
Gainesville, GA
|
1,910 |
2.4 |
Gettysburg, PA
|
630 |
2.0 |
Glens Falls, NY
|
1,200 |
2.3 |
Goldsboro, NC
|
980 |
2.4 |
Grand Forks, ND-MN
|
2,030 |
4.0 |
Grand Island, NE
|
790 |
1.9 |
Grand Junction, CO
|
2,180 |
3.7 |
Grand Rapids-Wyoming, MI
|
28,350 |
5.4 |
Grants Pass, OR
|
690 |
2.9 |
Great Falls, MT
|
1,420 |
4.0 |
Greeley, CO
|
3,450 |
3.5 |
Green Bay, WI
|
8,870 |
5.3 |
Greensboro-High Point, NC
|
15,480 |
4.4 |
Greenville, NC
|
2,620 |
3.5 |
Greenville-Anderson-Mauldin, SC
|
19,630 |
5.1 |
Gulfport-Biloxi- Pascagoula, MS
|
7,360 |
5.0 |
Hagerstown-Martinsburg, MD-WV
|
4,110 |
4.2 |
Hammond, LA
|
590 |
1.4 |
Hanford-Corcoran, CA
|
580 |
1.5 |
Harrisburg-Carlisle, PA
|
21,610 |
6.9 |
Harrisonburg, VA
|
2,270 |
3.8 |
Hartford-West Hartford-East Hartford, CT
|
44,040 |
7.6 |
Hattiesburg, MS
|
1,310 |
2.3 |
Hickory- Lenoir-Morganton, NC
|
3,710 |
2.5 |
Hilton Head Island-Bluffton-Beaufort, SC
|
1,390 |
2.0 |
Hinesville, GA
|
690 |
4.2 |
Homosassa Springs, FL
|
530 |
1.7 |
Hot Springs, AR
|
790 |
2.2 |
Houma- Thibodaux, LA
|
3,120 |
3.2 |
Houston-The Woodlands-Sugar Land, TX
|
232,220 |
7.9 |
Huntington-Ashland, WV-KY-OH
|
3,500 |
2.6 |
Huntsville, AL
|
34,810 |
16.3 |
Idaho Falls, ID
|
5,050 |
8.4 |
Indianapolis-Carmel-Anderson, IN
|
63,700 |
6.4 |
Iowa City, IA
|
5,850 |
6.5 |
Ithaca, NY
|
5,590 |
11.3 |
Jackson, MI
|
4,440 |
7.4 |
Jackson, MS
|
9,600 |
3.7 |
Jackson, TN
|
1,720 |
2.8 |
Jacksonville, FL
|
30,810 |
5.0 |
Jacksonville, NC
|
980 |
2.2 |
Janesville-Beloit, WI
|
2,300 |
3.7 |
Jefferson City, MO
|
4,580 |
6.5 |
Johnson City, TN
|
2,730 |
3.6 |
Johnstown, PA
|
1,860 |
3.4 |
Jonesboro, AR
|
1,200 |
2.3 |
Joplin, MO
|
2,150 |
2.8 |
Kahului-Wailuku-Lahaina, HI
|
1,160 |
1.6 |
Kalamazoo-Portage, MI
|
7,480 |
5.5 |
Kankakee, IL
|
880 |
2.1 |
Kansas City, MO-KS
|
72,660 |
7.1 |
Kennewick-Richland, WA
|
10,150 |
9.8 |
Killeen-Temple, TX
|
4,160 |
3.1 |
Kingsport-Bristol-Bristol, TN-VA
|
5,350 |
4.6 |
Kingston, NY
|
1,290 |
2.2 |
Knoxville, TN
|
21,860 |
5.9 |
Kokomo, IN
|
2,440 |
6.3 |
La Crosse-Onalaska, WI-MN
|
2,840 |
3.8 |
Lafayette, LA
|
8,640 |
4.0 |
Lafayette-West Lafayette, IN
|
5,940 |
6.6 |
Lake Charles, LA
|
3,440 |
3.6 |
Lake Havasu City-Kingman, AZ
|
940 |
2.1 |
Lakeland-Winter Haven, FL
|
6,750 |
3.3 |
Lancaster, PA
|
9,930 |
4.3 |
Lansing-East Lansing, MI
|
15,420 |
7.5 |
Laredo, TX
|
1,560 |
1.6 |
Las Cruces, NM
|
5,100 |
7.3 |
Las Vegas-Henderson-Paradise, NV
|
24,280 |
2.7 |
Lawrence, KS
|
3,000 |
6.1 |
Lawton, OK
|
1,540 |
3.5 |
Lebanon, PA
|
1,070 |
2.2 |
Leominster-Gardner, MA NECTA
|
1,460 |
2.9 |
Lewiston, ID-WA
|
670 |
2.8 |
Lewiston-Auburn, ME
|
1,510 |
3.1 |
Lexington-Fayette, KY
|
15,950 |
6.1 |
Lima, OH
|
1,330 |
2.7 |
Lincoln, NE
|
11,780 |
6.9 |
Little Rock-North Little Rock-Conway, AR
|
20,780 |
6.2 |
Logan, UT-ID
|
3,560 |
6.8 |
Longview, TX
|
3,060 |
3.1 |
Longview, WA
|
840 |
2.4 |
Los Angeles-Long Beach-Anaheim, CA
|
341,500 |
6.1 |
Louisville/Jefferson County, KY-IN
|
25,830 |
4.1 |
Lubbock, TX
|
5,520 |
4.0 |
Lynchburg, VA
|
5,990 |
6.1 |
Macon, GA
|
3,340 |
3.4 |
Madera, CA
|
830 |
2.1 |
Madison, WI
|
38,490 |
10.3 |
Manchester, NH
|
6,330 |
5.9 |
Manhattan, KS
|
1,790 |
4.8 |
Mankato-North Mankato, MN
|
2,390 |
4.7 |
Mansfield, OH
|
1,810 |
3.6 |
McAllen-Edinburg-Mission, TX
|
4,020 |
1.7 |
Medford, OR
|
2,480 |
3.1 |
Memphis, TN-MS-AR
|
23,230 |
3.9 |
Merced, CA
|
1,760 |
2.7 |
Miami-Fort Lauderdale-West Palm Beach, FL
|
100,360 |
4.1 |
Michigan City-La Porte, IN
|
920 |
2.3 |
Midland, MI
|
1,760 |
5.0 |
Midland, TX
|
7,920 |
8.5 |
Milwaukee-Waukesha-West Allis, WI
|
53,250 |
6.4 |
Minneapolis-St. Paul-Bloomington, MN-WI
|
156,370 |
8.3 |
Missoula, MT
|
3,030 |
5.3 |
Mobile, AL
|
7,240 |
4.3 |
Modesto, CA
|
4,190 |
2.5 |
Monroe, LA
|
2,490 |
3.3 |
Monroe, MI
|
1,730 |
4.5 |
Montgomery, AL
|
8,070 |
5.0 |
Morgantown, WV
|
3,270 |
5.2 |
Morristown, TN
|
1,600 |
3.8 |
Mount Vernon-Anacortes, WA
|
1,860 |
4.1 |
Muncie, IN
|
1,780 |
4.1 |
Muskegon, MI
|
2,040 |
3.3 |
Myrtle Beach-Conway-North Myrtle Beach, SC-NC
|
2,600 |
1.8 |
Napa, CA
|
1,800 |
2.6 |
Naples-Immokalee-Marco Island, FL
|
2,700 |
2.1 |
Nashville-Davidson--Murfreesboro--Franklin, TN
|
47,120 |
5.3 |
New Bedford, MA
|
1,640 |
2.6 |
New Bern, NC
|
2,280 |
5.3 |
New Haven, CT
|
15,680 |
5.6 |
New Orleans-Metairie, LA
|
23,190 |
4.2 |
New York-Newark-Jersey City, NY-NJ-PA
|
514,150 |
5.7 |
Niles-Benton Harbor, MI
|
3,360 |
5.6 |
North Port-Sarasota-Bradenton, FL
|
8,110 |
3.0 |
Norwich-New London-Westerly, CT-RI NECTA
|
12,150 |
9.5 |
Ocala, FL
|
2,090 |
2.2 |
Ocean City, NJ
|
400 |
1.0 |
Odessa, TX
|
2,020 |
2.7 |
Ogden-Clearfield, UT
|
13,490 |
5.8 |
Oklahoma City, OK
|
38,920 |
6.4 |
Olympia-Tumwater, WA
|
8,400 |
8.3 |
Omaha-Council Bluffs, NE-IA
|
28,830 |
6.1 |
Orlando-Kissimmee-Sanford, FL
|
54,770 |
4.9 |
Oshkosh-Neenah, WI
|
5,090 |
5.7 |
Owensboro, KY
|
1,120 |
2.3 |
Oxnard-Thousand Oaks-Ventura, CA
|
21,510 |
7.3 |
Palm Bay-Melbourne- Titusville, FL
|
20,820 |
10.6 |
Panama City, FL
|
3,650 |
4.6 |
Parkersburg-Vienna, WV
|
1,260 |
3.1 |
Pensacola-Ferry Pass-Brent, FL
|
5,880 |
3.6 |
Peoria, IL
|
14,740 |
8.3 |
Philadelphia-Camden-Wilmington, PA-NJ-DE- MD
|
188,890 |
6.9 |
Phoenix-Mesa-Scottsdale, AZ
|
135,080 |
7.2 |
Pine Bluff, AR
|
1,220 |
3.9 |
Pittsburgh, PA
|
75,750 |
6.7 |
Pittsfield, MA
|
2,030 |
5.0 |
Pocatello, ID
|
1,530 |
4.7 |
Port St. Lucie, FL
|
3,850 |
2.9 |
Portland-South Portland, ME NECTA
|
11,460 |
5.8 |
Portland-Vancouver- Hillsboro, OR-WA
|
95,050 |
8.7 |
Portsmouth, NH-ME
|
7,810 |
8.9 |
Prescott, AZ
|
1,510 |
2.6 |
Providence-Warwick, RI-MA NECTA
|
29,450 |
5.3 |
Provo-Orem, UT
|
15,880 |
7.7 |
Pueblo, CO
|
2,250 |
3.9 |
Punta Gorda, FL
|
1,160 |
2.7 |
Racine, WI
|
2,270 |
3.0 |
Raleigh, NC
|
57,860 |
10.3 |
Rapid City, SD
|
2,750 |
4.2 |
Reading, PA
|
7,060 |
4.1 |
Redding, CA
|
2,530 |
4.3 |
Reno, NV
|
9,340 |
4.6 |
Richmond, VA
|
38,970 |
6.3 |
Riverside-San Bernardino-Ontario, CA
|
37,490 |
2.9 |
Roanoke, VA
|
6,260 |
4.1 |
Rochester, MN
|
7,800 |
7.0 |
Rochester, NY
|
35,900 |
7.1 |
Rockford, IL
|
5,170 |
3.5 |
Rocky Mount, NC
|
2,510 |
4.6 |
Rome, GA
|
970 |
2.7 |
Sacramento--Roseville--Arden-Arcade, CA
|
67,900 |
7.8 |
Saginaw, MI
|
3,860 |
4.6 |
Salem, OR
|
5,930 |
3.8 |
Salinas, CA
|
4,640 |
2.9 |
Salisbury, MD- DE
|
3,490 |
2.3 |
Salt Lake City, UT
|
48,590 |
7.4 |
San Angelo, TX
|
1,450 |
3.1 |
San Antonio-New Braunfels, TX
|
49,400 |
5.2 |
San Diego-Carlsbad, CA
|
122,980 |
9.1 |
San Francisco-Oakland-Hayward, CA
|
245,800 |
11.2 |
San Jose-Sunnyvale-Santa Clara, CA
|
225,100 |
22.2 |
San Luis Obispo-Paso Robles-Arroyo Grande, CA
|
5,410 |
4.9 |
Santa Cruz-Watsonville, CA
|
5,690 |
6.3 |
Santa Fe, NM
|
3,250 |
5.5 |
Santa Maria-Santa Barbara, CA
|
12,390 |
6.8 |
Santa Rosa, CA
|
9,050 |
4.8 |
Savannah, GA
|
6,170 |
3.8 |
Scranton--Wilkes-Barre--Hazleton, PA
|
9,860 |
3.9 |
Seattle-Tacoma-Bellevue, WA
|
212,930 |
11.7 |
Sebastian-Vero Beach, FL
|
990 |
2.1 |
Sebring, FL
|
460 |
1.8 |
Sheboygan, WI
|
3,630 |
6.2 |
Sherman-Denison, TX
|
1,080 |
2.5 |
Shreveport-Bossier City, LA
|
5,070 |
2.8 |
Sierra Vista-Douglas, AZ
|
2,980 |
8.8 |
Sioux City, IA-NE-SD
|
2,120 |
2.5 |
Sioux Falls, SD
|
6,730 |
4.6 |
South Bend-Mishawaka, IN-MI
|
5,120 |
4.0 |
Spartanburg, SC
|
5,730 |
4.2 |
Spokane-Spokane Valley, WA
|
9,140 |
4.2 |
Springfield, IL
|
5,330 |
5.0 |
Springfield, MA- CT
|
15,600 |
5.0 |
Springfield, MO
|
7,150 |
3.6 |
Springfield, OH
|
1,650 |
3.4 |
St. Cloud, MN
|
3,180 |
3.2 |
St. George, UT
|
1,450 |
2.5 |
St. Joseph, MO-KS
|
1,470 |
2.8 |
St. Louis, MO-IL
|
80,480 |
6.1 |
State College, PA
|
5,940 |
8.8 |
Staunton-Waynesboro, VA
|
1,540 |
3.2 |
Stockton-Lodi, CA
|
5,240 |
2.4 |
Sumter, SC
|
960 |
2.7 |
Syracuse, NY
|
16,400 |
5.5 |
Tallahassee, FL
|
11,420 |
7.1 |
Tampa-St. Petersburg- Clearwater, FL
|
69,150 |
5.7 |
Terre Haute, IN
|
2,210 |
3.3 |
Texarkana, TX-AR
|
1,030 |
1.8 |
The Villages, FL
|
450 |
1.9 |
Toledo, OH
|
12,150 |
4.1 |
Topeka, KS
|
5,230 |
4.8 |
Trenton, NJ
|
23,700 |
10.7 |
Tucson, AZ
|
23,340 |
6.6 |
Tulsa, OK
|
22,920 |
5.3 |
Tuscaloosa, AL
|
3,190 |
3.2 |
Tyler, TX
|
3,390 |
3.4 |
Urban Honolulu, HI
|
22,630 |
5.0 |
Utica-Rome, NY
|
4,440 |
3.7 |
Valdosta, GA
|
1,250 |
2.4 |
Vallejo-Fairfield, CA
|
5,130 |
4.1 |
Victoria, TX
|
1,360 |
3.2 |
Vineland-Bridgeton, NJ
|
1,070 |
1.8 |
Virginia Beach-Norfolk-Newport News, VA-NC
|
52,360 |
7.2 |
Visalia-Porterville, CA
|
2,980 |
2.1 |
Waco, TX
|
4,930 |
4.5 |
Walla Walla, WA
|
1,470 |
6.0 |
Warner Robins, GA
|
5,200 |
7.7 |
Washington-Arlington-Alexandria, DC-VA-MD- WV
|
351,440 |
11.7 |
Waterbury, CT
|
1,900 |
2.8 |
Waterloo-Cedar Falls, IA
|
3,310 |
3.7 |
Watertown-Fort Drum, NY
|
1,430 |
3.4 |
Wausau, WI
|
3,490 |
5.1 |
Weirton-Steubenville, WV-OH
|
1,200 |
2.9 |
Wenatchee, WA
|
1,540 |
3.7 |
Wheeling, WV-OH
|
1,680 |
2.7 |
Wichita Falls, TX
|
2,240 |
4.0 |
Wichita, KS
|
14,830 |
5.0 |
Williamsport, PA
|
1,830 |
3.5 |
Wilmington, NC
|
6,530 |
5.4 |
Winchester, VA-WV
|
1,540 |
2.8 |
Winston-Salem, NC
|
9,700 |
3.8 |
Worcester, MA-CT
|
14,400 |
5.3 |
Yakima, WA
|
2,010 |
2.4 |
York-Hanover, PA
|
7,260 |
4.1 |
Youngstown-Warren-Boardman, OH-PA
|
5,560 |
2.5 |
Yuba City, CA
|
1,080 |
2.8 |
Yuma, AZ
|
2,450 |
4.0 |
STEM occupations made up over one-fifth of employment in some areas
Although STEM occupations made up 6.2 percent of national employment, they made up nearly 23 percent of employment in California-Lexington Park, Maryland, and over 22 percent of employment in San Jose-Sunnyvale-Santa Clara, California. Huntsville, Alabama; Boulder, Colorado; and Corvallis, Oregon, also had among the highest employment shares of STEM occupations. At the other end of the spectrum, STEM occupations made up approximately 1 percent of employment in Hammond, Louisiana; Brownsville-Harlingen, Texas; Gadsden, Alabama; and Ocean City, New Jersey.
STEM occupations with the highest location quotients in selected metropolitan areas, May 2015
California-Lexington Park, Maryland
|
Occupation
|
Location quotient |
Aerospace engineers
|
48.9 |
Computer and information research scientists
|
32.2 |
Electronics engineers, except computer
|
22.0 |
Engineers, all other
|
19.5 |
Engineering technicians, except drafters, all other
|
14.0 |
Operations research analysts
|
11.8 |
Electrical and electronics engineering technicians
|
11.5 |
Computer hardware engineers
|
10.7 |
Materials engineers
|
8.0 |
Computer occupations, all other
|
5.7 |
|
|
San Jose-Sunnyvale-Santa Clara, California
|
Occupation
|
Location quotient |
Computer hardware engineers
|
22.7 |
Computer and information research scientists
|
9.7 |
Software developers, systems software
|
9.5 |
Software developers, applications
|
7.8 |
Electronics engineers, except computer
|
7.1 |
Sales engineers
|
5.8 |
Electrical and electronics engineering technicians
|
5.7 |
Computer and information systems managers
|
5.5 |
Architectural and engineering managers
|
5.4 |
Biomedical engineers
|
5.0 |
|
|
Corvallis, Oregon
|
Occupation
|
Location quotient |
Zoologists and wildlife biologists
|
30.6 |
Agricultural and food science technicians
|
25.2 |
Soil and plant scientists
|
22.2 |
Computer hardware engineers
|
19.8 |
Biological technicians
|
15.6 |
Conservation scientists
|
15.5 |
Forest and conservation technicians
|
8.7 |
Natural sciences managers
|
5.4 |
Environmental science and protection technicians, including health
|
5.3 |
Geoscientists, except hydrologists and geographers
|
4.9 |
STEM employment patterns differed by area
Among metropolitan areas with high shares of STEM employment, the specific STEM occupations that were prevalent differed. As a share of total employment, California-Lexington Park, Maryland, had nearly 49 times as many aerospace engineers as the United States as a whole, as well as high concentrations of several other types of engineers and engineering technicians. San Jose-Sunnyvale-Santa Clara, California, had high concentrations of occupations related to computers and information technology, such as computer hardware engineers, computer and information research scientists, and software developers. Corvallis, Oregon, had high shares of occupations related to conservation, wildlife, and agriculture, including zoologists and wildlife biologists, agricultural and food science technicians, and soil and plant scientists.
For more information
Stella Fayer and Audrey Watson are economists in the Division of Occupational Employment Statistics, U.S. Bureau of Labor Statistics. Email: fayer.stella@bls.gov and watson.audrey@bls.gov. Alan Lacey is an economist in the Division of Occupational Employment Projections, U.S. Bureau of Labor Statistics. Email: lacey.thomas@bls.gov.
This Spotlight on Statistics presents May 2015 estimates from the Occupational Employment Statistics survey and 2014–24 employment projections from the Employment Projections program.
Occupational Employment Statistics estimates are published annually and measure occupational employment and wage rates for over 800 occupations for the nation, states, and nearly 600 metropolitan and nonmetropolitan areas; and for more than 460 industry classifications at the national level. The survey covers wage and salary workers in nonfarm establishments and does not include the self-employed and owners, partners, and proprietors of unincorporated businesses. More information about the survey is available in our frequently asked questions and in the technical documentation. Publicly available data are at www.bls.gov/oes/.
The Employment Projections program develops industry and occupation employment projections at the national level for over 800 occupations and over 300 industries. The projections are released every two years and are 10-year projections. EP also develops the Occupational Outlook Handbook, the federal government’s principal career guidance publication. The Handbook includes information about job duties, education and training, and career outlook for hundreds of occupations. More information about employment projections data is available at www.bls.gov/emp/. The Handbook is available at www.bls.gov/ooh/.
This Spotlight uses one of many possible definitions of STEM occupations. "STEM" is defined in this Spotlight to consist of 100 occupations, including computer and mathematical, architecture and engineering, and life and physical science occupations, as well as managerial and postsecondary teaching occupations related to these functional areas and sales occupations requiring scientific or technical knowledge at the postsecondary level. A list of occupations included in the STEM definition used for this Spotlight is available at www.bls.gov/oes/stem_list.xlsx. Guidance on alternative definitions can be found on our Standard Occupational Classification page. The STEM data used in this Spotlight are available with our downloadable spreadsheets.
Although this Spotlight presents selected 2009–15 employment comparisons using the Occupational Employment Statistics data, the data are not designed for making comparisons through time, and such comparisons should be interpreted with caution. More information on the data and time series analysis is available in our frequently asked questions.
Data on employment by the typical education level needed to enter an occupation are based on education and training categories from the BLS Employment Projections program. See the detailed definitions of these education and training categories. Education and training levels assigned to each occupation are available at www.bls.gov/emp/tables/education-and-training-by-occupation.htm.
Location quotients are the ratio of an occupation’s employment share in a state or area to its national share. For example, an occupation that makes up 6 percent of state employment and 2 percent of national employment would have a location quotient in that state of 6/2 = 3. A location quotient greater than 1 means the occupation has a higher share of state or area employment than the national average.
More information on STEM occupations is also available in the following articles and publications:
• An overview of employment and wages in science, technology, engineering, and math (STEM) groups, Beyond the Numbers, April 2014
• Science, technology, engineering, and mathematics (STEM) occupations: a visual essay, Monthly Labor Review, May 2011
• STEM 101: Intro to tomorrow’s jobs, Career Outlook, March 2014
• Occupational Outlook Handbook