- Fact Sheet
Foreign-born STEM Workers in the United States
Published
Workers in STEM fields (science, technology, engineering, and math) play an increasingly important role in the U.S. economy. STEM workers are critical to the country’s innovation, responsible for many of the cutting-edge ideas and technologies that create jobs and raise the living standards of U.S. households. Given their importance, workers with STEM training and skills are some of the most sought after in the labor market. Chronic shortages of specialized, high-skilled workers have been making headlines in the United States for more than a decade, even during the depths of the Great Recession.
Foreign-born workers make up a growing share of the country’s STEM workforce. Using data from the American Community Survey (ACS), this fact sheet provides an overview of the characteristics and contributions of foreign-born STEM workers in the United States. As of 2019, immigrants made up almost one-fourth, or 23.1 percent, of all STEM workers in the entire country. This is a marked increase from 2000, when just 16.4 percent of the country’s STEM workforce was foreign-born. Between 2000 and 2019, the overall number of STEM workers in the United States increased by 44.5 percent, from 7.5 million to more than 10.8 million.
The increasing importance of immigrant workers in STEM occupations can be seen in every state in the country and across different fields within the broader STEM category. The data also shows that foreign-born STEM workers have higher rates of educational attainment than their U.S.-born counterparts. Furthermore, the gender disparity among immigrant STEM workers has decreased since 2000, but immigrant women remain vastly underrepresented in the STEM workforce.
Since 2009, the most robust growth in well-paying jobs in the United States has been in STEM occupations, particularly those that are computer-related. As the U.S. economy—and, indeed, the global economy—continues to become more technology dependent, more qualified STEM workers—a group already difficult to find—will be needed. An annual cap on the number of available green cards, H-1B visas, and other skilled talent visas hinders efforts to hire immigrant STEM professionals when no American workers are available. If employers are unable to fill vacancies for skilled STEM workers, the competitiveness of American companies and their ability to innovate may be in danger, with significant negative long-term effects on the U.S. economy.
Key Findings
- Immigrants made up almost one-fourth, or 23.1 percent, of all STEM workers in the United States in 2019, a significant increase from just 16.4 percent in 2000.
- While the overall number of STEM workers in the United States increased by 44.5 percent between 2000 and 2019, the number of immigrant STEM workers more than doubled over the same period. By 2019, there were almost 2.5 million immigrant STEM workers, compared to just 1.2 million in 2000.
- Immigrants from India formed the largest country of birth group among immigrant STEM workers, at 28.9 percent of all foreign-born STEM workers in 2019. There were also significant numbers of STEM workers who were born in China (273,000), Mexico (119,000), and Vietnam (100,000).
- The foreign-born share of workers in the largest STEM occupation groups—computer and math, and engineering occupations—has increased since 2000. The largest increase was seen among computer and math occupations, where the immigrant share of the workforce grew from 17.7 percent in 2000 to 26.1 percent in 2019.
- Women remain underrepresented among STEM workers overall as well as among immigrant STEM workers. While the share of STEM workers who are female has increased slightly since 2000, only 26.8 percent of all STEM workers were female as of 2019. Women made up 27.2 percent of all immigrant STEM workers in 2019.
- Even among STEM workers, who are among the most highly educated workers in the United States, foreign-born workers stand out. While 67.3 percent of U.S.-born STEM workers held at least a bachelor’s degree in 2019, 86.5 percent of immigrant STEM workers did. Almost half, or 49.3 percent, of immigrant STEM workers held an advanced degree in 2019, compared to only 21.8 percent of U.S.-born STEM workers.
Who are STEM Workers?
Foreign-born STEM workers have made important contributions to the U.S. economy in terms of productivity and innovation. Research has found that immigrants are more likely than the U.S.-born to obtain a patent, and immigrants account for rising shares of U.S. patents in computing, electronics, medical devices, and pharmaceuticals. Immigrants are also more likely to start their own businesses, many of which go on to be major companies. In 2021, 44 percent of Fortune 500 companies in the United States were founded by an immigrant or the child of an immigrant.
As the demand for STEM workers continues to increase, foreign-born STEM workers will likely continue to complement U.S. workers and play a key role in U.S. productivity and innovation. The number of STEM jobs is projected to increase by 10.5 percent (to almost 11.3 million jobs) between 2020 and 2030. This growth rate is greater than the 7.7 percent growth projected for all occupations during the same period.
According to projections made in 2022 by the Bureau of Labor Statistics, the United States will need approximately one million more STEM workers in 2030 than it did in 2020. This does not include the number of STEM workers that will be needed to replace retiring workers or workers who leave the field for other reasons. To meet this growing demand, the United States will need to increase the number of students who receive undergraduate and graduate STEM degrees. But while increasing the number of U.S.-born workers in STEM fields is critical, demographic trends indicate that foreign-born STEM students and workers are likely to be needed if the United States is to be prepared for future labor demands and continue to excel globally.
Defining STEM OccupationsThere is no standard definition of a STEM occupation, but most analysts would probably agree that “STEM workers use their knowledge of science, technology, engineering, or math to try to understand how the world works and to solve problems.” While some occupations—like mathematician or aerospace engineer—are clearly STEM occupations, the inclusion of others is not as straightforward. For example, no consensus exists about including healthcare professionals and social scientists. Research results can vary a great deal depending on which occupations are included in the researcher’s definition of STEM occupations. This fact sheet uses the 2018 definition of STEM occupations from the U.S. Census Bureau. This is a set of 70 STEM occupations that does not include higher education and health cared. For more detailed information on the occupations included in this definition, see the Methodology section. |
The total number of STEM workers in the United States has increased by more than 44 percent since 2000.
The total number of STEM workers in the United States has increased since 2000 both in absolute numbers and as a share of the total U.S. workforce. As seen in Table 1, the number of STEM workers increased from 7.5 million to 10.8 million between 2000 and 2019. The STEM worker share of the total workforce was 5.7 percent in 2000, dipped to 5.5 percent in 2009, and then increased significantly to 6.8 percent in 2019.
TABLE 1: Total STEM workforce, 2000-2019
Year |
Number of STEM Workers |
Share of All Workers |
---|---|---|
2000 |
7,492,000 |
5.7% |
2010 |
7,730,000 |
5.5% |
2019 |
10,823,000 |
6.8% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Since 2000, the share of foreign-born workers in the STEM workforce has increased by more than 40 percent.
The share of foreign-born workers in STEM occupations has grown significantly in recent years. As shown in Table 2, the number of foreign-born STEM workers increased from 1.2 million (16.4 percent of the STEM workforce) in 2000 to 2.5 million (23.1 percent of the STEM workforce) in 2019.
TABLE 2: STEM Workforce by Nativity, 2000-2019
|
2000 |
2010 |
2019 | |||
---|---|---|---|---|---|---|
Number of STEM Workers |
Share of STEM Workers |
Number of STEM Workers |
Share of STEM Workers |
Number of STEM Workers |
Share of STEM Workers |
|
U.S.-Born |
6,263,000 |
83.6% |
6,140,000 |
79.4% |
8,324,000 |
76.9% |
Foreign-Born |
1,229,000 |
16.4% |
1,590,000 |
20.6% |
2,498,000 |
23.1% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Because immigrant STEM workers tend to possess skills that complement those of their U.S.-born co-workers, the presence of immigrants in the workplace increases the productivity (and therefore the wages) of all workers. Moreover, innovation by immigrant workers increases the revenue of the firms in which they work, which enables employers to hire more workers. The overall share of workers who are foreign-born and hold advanced degrees from either a U.S. or a foreign university is also associated with higher levels of employment among U.S.-born workers. A 10 percent increase in the share of foreign-born workers with advanced degrees working in STEM occupations boosted the U.S.-born employment rate by 0.03 percent. This means that every additional 100 foreign-born workers with an advanced degree working in a STEM occupation creates roughly 86 jobs for U.S. workers.
Indian immigrants make up more than 1 in 4 foreign-born STEM workers in the United States.
Among foreign-born STEM workers, there is great diversity in terms of the countries from which they hail. While immigrants from India were the largest country of birth group in 2019 (accounting for 28.9 percent of all foreign-born STEM workers), there were also significant numbers of STEM workers who were born in China (273,000), Mexico (119,000), and Vietnam (100,000).
Table 3: Place of Birth of Immigrant STEM Workers, 2019
Place of Birth |
Immigrant STEM Workers |
Share of Immigrant STEM Workers |
---|---|---|
India |
721,000 |
28.9% |
Mainland China (PRC) |
273,000 |
10.9% |
Mexico |
119,000 |
4.8% |
Vietnam |
100,000 |
4.0% |
Philippines |
87,000 |
3.5% |
South Korea |
64,000 |
2.6% |
Canada |
56,000 |
2.2% |
Taiwan (ROC) |
53,000 |
2.1% |
Russia |
45,000 |
1.8% |
Pakistan |
35,000 | 1.4% |
All Other Countries |
37.9% |
Source: American Immigration Council analysis of microdata from the 2019 American Community Survey.
Foreign-born workers make up a growing share of the STEM workforce in different occupational groups.
When STEM occupations are broken into different occupational groups, the foreign-born share of the workforce varies significantly (see the Methodology section for a full list of STEM occupations). The foreign-born share of workers has increased since 2000 in the two largest STEM occupational groups: computer and math jobs and engineering jobs. The largest increase was in computer and math fields, with the foreign-born share of workers jumping from 17.7 percent in 2000 to 26.1 percent in 2019. Meanwhile, in the third-largest occupational group among STEM workers—life, physical, and social sciences occupations—the immigrant share of the workforce has remained relatively stable.
Table 4: Immigrant STEM Workers, by Occupational Group 2000-2019
|
2000 |
2010 |
2019 | |||
---|---|---|---|---|---|---|
Occupation Group |
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
Computer & Math |
570,000 |
17.7% |
776,000 |
22.6% |
1,370,000 |
26.1% |
Engineering |
376,000 |
14.8% |
433,000 |
18.1% |
611,000 |
19.5% |
Life, Physical, and Social Sciences |
222,000 |
18.1% |
268,000 |
21.8% |
342,000 |
21.5% |
Management, Business, |
61,000 |
12.2% |
112,000 |
17.0% |
176,000 |
20.7% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Computer and Math: Among STEM workers in computer and math occupations, software developers were by far the largest single occupation. In 2019, there were 647,000 immigrant software developers, making up 39.2 percent of all software developers (Table 4). In fact, software developers made up 47.3 percent of all foreign-born workers in the computer and math category in 2019. Foreign-born software developers made up almost 6 percent of the total number of STEM workers in the United States, but made up more than 1 in 4 (25.9 percent) of all foreign-born STEM workers.
Table 5: Immigrant STEM Workers in Computer and Math Occupations, 2019
Occupation |
Immigrant Workers |
Immigrant Share of Workforce |
---|---|---|
Software Developers |
647,000 |
39.2% |
Computer Systems Analysts |
137,000 |
22.1% |
Computer Occupations, all other |
136,000 |
19.3% |
Computer Support Specialists |
105,000 |
15.7% |
Computer Programmers |
90,000 |
26.7% |
Other Mathematical Science Occupations |
47,000 |
25.7% |
Database Administrators and Architects |
35,000 |
28.1% |
Network and computer systems administrators |
34,000 |
14.8% |
Computer Network Architects |
27,000 |
23.5% |
Operation Research Analysts |
25,000 |
15.2% |
Software Quality Assurance Analysts and Testers |
23,000 |
32.1% |
Information Security Analysts |
20,000 |
14.8% |
Web Developers |
14,000 |
13.8% |
Web and Digital Interface Designers |
12,000 |
15.8% |
Computer and Information Research Scientists |
11,000 | 31.9% |
Actuaries |
6,000 | 17.0% |
Source: American Immigration Council analysis of 2019 American Community Survey data.
Engineering: In the engineering category, foreign-born workers were most prominent in computer hardware engineering. In 2019, almost 4 out of 10 computer hardware engineers (or 24,000) were foreign-born. Immigrants also made up around one-quarter of all electrical and electronic engineers (25.4 percent); petroleum, mining, and geological engineers (23.7 percent); and biomedical and agricultural engineers (24.8 percent). Among all other kinds of engineers not listed separately, immigrants made up 24.0 percent of the workforce (Table 5).
Table 6: Immigrant STEM Workers in Selected Engineering Occupations, 2019
Occupation |
Immigrant Workers |
Immigrant Share of Workforce |
---|---|---|
Miscellaneous Engineers |
145,000 |
24.0% |
Civil engineers |
80,000 |
19.0% |
Electrical and electronics engineers |
66,000 |
25.4% |
Mechanical engineers |
63,000 |
18.8% |
Other engineering technologists and technicians, except drafters |
62,000 |
15.5% |
Industrial engineers, including health and safety |
52,000 |
20.2% |
Computer hardware engineers |
24,000 |
39.1% |
Aerospace engineers |
21,000 |
15.6% |
Electrical and electronic engineering technologists and technicians |
18,000 |
16.2% |
Chemical engineers |
16,000 |
20.8% |
Other Drafters |
14,000 |
14.6% |
Materials engineers |
10,000 |
20.0% |
Petroleum, mining, and geological engineers |
9,000 | 23.7% |
Architectural and civil drafters |
8,000 | 14.3% |
Sales engineers |
6,000 | 12.7% |
Environmental engineers |
5,000 | 16.2% |
Source: American Immigration Council analysis of 2019 American Community Survey data.
Life, physical, and social sciences: In this category, physical scientists and life scientists were the largest occupations for foreign-born workers. In 2019, immigrants made up 32.8 percent of all physical scientists (including chemists and materials scientists, geoscientists and hydrologists, and astronomers and physicists) and 30.0 percent of all life scientists (including biological scientists and agricultural and food scientists). Together, there were 164,000 foreign-born physical scientists and 79,000 immigrant life scientists, making up 71.2 percent of all foreign-born workers in the life, physical, and social sciences category.
Table 7: Immigrant STEM Workers in Selected Life, Physical, and Social Sciences Occupations, 2019
Occupation |
Immigrant Workers |
Immigrant Share of Workforce |
---|---|---|
All Physical scientists |
170,000 |
30.8% |
- Chemists and materials scientists |
27,000 |
24.1% |
- Geoscientists and hydrologists, except geographers |
5,000 |
11.4% |
- Astronomers and physicists |
4,000 |
26.2% |
- Physical scientists, all other |
134,000 | 35.3% |
All life scientists |
80,000 |
27.7% |
- Biological scientists |
18,000 |
19.0% |
- Agricultural and food scientists |
5,000 |
15.3% |
- Other life scientists |
57,000 |
40.5% |
Other life, physical, and social science technicians |
27,000 |
12.1% |
Other psychologists |
16,000 |
10.1% |
Economists |
10,000 |
32.0% |
Source: American Immigration Council analysis of 2019 American Community Survey data.
The share of foreign-born STEM workers who are female has increased since 2000, but women (regardless of nativity) are underrepresented in the STEM workforce.
Nationally, foreign-born women are underrepresented in the overall labor force. Women make up slightly more than half of the total foreign-born population, but immigrant women participate in the labor force at a lower rate than either U.S.-born or immigrant men, and at a rate slightly below that of U.S.-born women.
In the STEM fields, women are underrepresented. While the share of STEM workers who are female has increased slightly since 2000, only 26.8 percent of all STEM workers were female as of 2019 (see Table 8). The female share of foreign-born STEM workers is slightly higher than the female share of all STEM workers, with immigrant women making up 27.2 percent of all immigrant STEM workers (See Table 9).
Table 8: STEM Workers by Sex, 2000-2019
|
2000 |
2010 |
2019 | |||
---|---|---|---|---|---|---|
|
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
Male |
5,585,000 |
74.5% |
5,731,000 |
74.1% |
7,925,000 |
73.2% |
Female |
1,907,000 |
25.5% |
1,999,0000 |
25.9% |
2,897,000 |
26.8% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Table 9: Foreign-Born STEM Workers by Sex, 2000-2019
|
2000 |
2010 |
2019 | |||
---|---|---|---|---|---|---|
|
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
STEM Workers |
Share of Immigrant STEM Workers |
Male |
920,000 |
74.8% |
1,173,000 |
73.8% |
1,820,000 |
72.8% |
Female |
309,000 |
25.2% |
417,000 |
26.2% |
679,000 |
27.2% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Foreign-born STEM workers have high levels of educational attainment.
Not all STEM occupations require a college degree, but many STEM occupations require a high level of training and education, and workers in STEM fields tend to be highly educated. Among STEM workers, those in life, physical, and social sciences had the highest educational attainment as of 2019, with more than 84 percent having at least a bachelor’s degree and more than half having an advanced degree.
Even among STEM workers, the foreign-born are among the most educated. While 67.3 percent of U.S.-born STEM workers had at least a bachelor’s degree in 2019, 86.5 percent of immigrant STEM workers did. Almost half, or 49.3 percent, of immigrant STEM workers held an advanced degree, compared to only 21.8 percent of U.S.-born STEM workers. Past research has found that, since the mid-2000s, immigrants have made up the majority of STEM workers with doctoral degrees. Many of these foreign-born advanced degree holders obtained their degrees in the United States.
Table 10: STEM Workers by Educational Attainment and Nativity, 2019
Educational Attainment |
U.S.-Born STEM Workers |
Immigrant STEM Workers |
All STEM Workers | |||
---|---|---|---|---|---|---|
|
Number of Workers |
Share of U.S.-born STEM Workers |
Number of Workers |
Share of U.S.-born STEM Workers |
Number of Workers |
Share of All U.S.-born STEM Workers |
Less than High School |
73,000 |
0.9% | 36,000 | 1.4% |
109,000 |
1.0% |
High School Graduate |
589,000 |
7.1% |
73,000 |
2.9% |
662,000 |
6.1% |
Some College |
2,056,000 |
24.7% |
230,000 |
9.2% |
2,286,000 |
21.1% |
BA |
3,789,000 |
45.5% |
928,000 |
37.1% |
4,717,000 |
43.6% |
MA or above |
1,817,000 |
21.8% |
1,232,000 |
49.3% |
3,049,000 |
28.2% |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Foreign-born STEM workers tend to be slightly younger.
The mean age of all STEM workers increased slightly between 2000 and 2019, rising from 39.2 years old to 41.8 years old. However, the mean age for STEM workers reached 42 years old in 2010 before falling slightly. The data show that, since 2000, the mean age for foreign-born STEM workers has been slightly lower than for all STEM workers.
Table 11: Mean Age of STEM Workers by Nativity, 2000-2019
|
2000 |
2010 |
2019 |
---|---|---|---|
U.S.-born Workers |
39.5 |
42.4 |
41.9 |
Foreign-born Workers |
27.7 |
40.4 |
41.5 |
All STEM Workers |
39.2 |
42.0 |
41.8 |
Source: American Immigration Council analysis of microdata from the 2000, 2010, and 2019 American Community Surveys.
Past research has found that foreign-born STEM workers tend to arrive in the United States at age 21 or older, which is consistent with arriving on a work or student visa as opposed to immigrating through the family-based system.
Foreign-born STEM Workers by State
Research has shown that areas which attract more high-skilled foreign-born workers see faster rates of growth in labor productivity. Furthermore, college-educated workers, whether U.S.-born or foreign-born, have a positive effect on local economies and boost productivity and wages. College-educated workers may also increase the quality of amenities in a city, such as better schools, medical facilities, and cultural institutions. Therefore, cities that retain their foreign-born college-educated workers are more attractive to both immigrant and U.S.-born workers alike, and areas that fail to attract and retain college-educated workers are less attractive.
The number of STEM workers varies widely from state to state. For example, the foreign-born made up more than 42 percent of all STEM workers in New Jersey and almost 40 percent in California as of 2019. In total, there were 15 states in which immigrants made up 20 percent or more of all STEM workers (see Table 12).
Among states with the most immigrant STEM workers, California came out on top with 609,000 immigrant STEM workers, followed by Texas (241,000), New Jersey (150,000), and New York (136,000) (see Table 13).
Table 12: Top 20 States by Immigrant Share of STEM Workers, 2019
State |
Immigrant STEM Workers |
Immigrant Share of All STEM Workers |
---|---|---|
New Jersey |
150,000 |
42.2% |
California |
609,000 |
39.4% |
Washington |
120,000 |
31.2% |
Massachusetts |
107,000 |
29.1% |
Texas |
241,000 |
27.5% |
Florida |
128,000 |
25.4% |
New York |
136,000 |
25.2% |
Illinois |
106,000 |
25.0% |
Connecticut |
33,000 |
24.6% |
Delaware |
8,000 |
24.0% |
Rhode Island |
9,000 |
23.5% |
Virginia |
100,000 |
23.0% |
Georgia |
74,000 |
22.8% |
Maryland |
75,000 |
22.2% |
Arizona |
46,000 |
20.5% |
North Carolina |
58,000 |
18.3% |
Michigan |
62,000 |
18.2% |
Oregon |
26,000 |
17.3% |
District of Columbia |
8,000 |
15.7% |
Kansas |
14,000 |
15.4% |
Source: American Immigration Council analysis of 2019 American Community Survey data.
Table 13: Top 20 States by Immigrant STEM Workers, 2019
State |
Number of Immigrant STEM Workers |
Immigrant Share of All STEM Workers |
---|---|---|
California |
609,000 |
39.4% |
Texas |
241,000 |
27.5% |
New Jersey |
150,00 |
42.2% |
New York |
136,00 |
25.2% |
Florida |
128,000 |
25.4% |
Washington |
120,000 |
31.2% |
Massachusetts |
107,000 |
29.1% |
Illinois |
106,000 |
25.0% |
Virginia |
100,000 |
23.0% |
Maryland |
75,000 |
22.2% |
Georgia |
74,000 |
22.8% |
Pennsylvania |
65,000 |
15.4% |
Michigan |
62,000 |
18.2% |
North Carolina |
58,000 |
18.3% |
Arizona |
46,000 |
20.5% |
Ohio |
45,000 |
12.9% |
Colorado |
37,000 |
13.1% |
Minnesota |
36,000 |
14.6% |
Connecticut |
33,000 |
24.6% |
Oregon |
26,000 |
17.3% |
Source: American Immigration Council analysis of 2019 American Community Survey data.
Methodology
To quantify the economic contributions of foreign-born STEM workers in the United States, this report uses data from the American Community Survey (ACS), including the 1-year samples from 2010 and 2019 and the 1% sample from 2000, obtained from the Integrated Public Microdata Series (IPUMS).
The report focuses on workers employed in STEM occupations. The definitions of STEM occupations were created using the list of STEM occupations from the U.S. Census Bureau. The Census Bureau utilizes the 2018 Census Code, which was matched to the ACS occupation codes for each respective year involved. Similarly, the occupational groups used in this fact sheet refer to the U.S. Census Bureau’s generalized categorization of occupations and are not specific to STEM occupations.
The STEM occupations used in this fact sheet are listed below:
- Computer and information research scientists
- Computer systems analysts
- Information security analysts
- Computer programmers
- Software developers
- Software quality assurance analysts and testers
- Web developers
- Web and digital interface designers
- Computer support specialists
- Database administrators and architects
- Network and computer systems administrators
- Computer network architects
- Computer occupations, all other
- Actuaries
- Mathematicians
- Operations research analysts
- Statisticians
- Other mathematical science occupations
- Surveyors, cartographers, and photogrammetrists
- Aerospace engineers
- Agricultural engineers
- Bioengineers and biomedical engineers
- Chemical engineers
- Civil engineers
- Computer hardware engineers
- Electrical and electronic engineers
- Environmental engineers
- Industrial engineers, including health and safety
- Marine engineers and naval architects
- Materials engineers
- Mechanical engineers
- Mining and geological engineers, including mining safety engineers
- Nuclear engineers
- Petroleum engineers
- Engineers, all other
- Architectural and civil drafters
- Other drafters
- Electrical and electronic engineering technologists and technicians
- Other engineering technologists and technicians, except drafters
- Surveying and mapping technicians
- Sales engineers
- Agricultural and food scientists
- Biological scientists
- Conservation scientists and foresters
- Medical scientists
- Life scientists, all other
- Astronomers and physicists
- Atmospheric and space scientists
- Chemists and materials scientists
- Environmental science specialists, including health
- Geoscientists and hydrologists, except geographers
- Physical scientists, all other
- Economists
- Survey researchers
- Clinical and counseling psychologists
- School psychologists
- Other psychologists
- Sociologists
- Urban and regional planners
- Miscellaneous social scientists and related workers
- Agricultural and food science technicians
- Biological technicians
- Chemical technicians
- Environmental science and geoscience technicians
- Nuclear technicians
- Social science research assistants
- Other life, physical, and social science technicians
- Computer and information systems managers
- Architectural and engineering managers
- Natural sciences managers