The Best Majors for Working from Home

During the pandemic, remote work emerged as one of the largest developments in workplace culture in the last few decades. Economist Nick Bloom writes that pre-pandemic, 5% of worked days were worked from home. Today it is 20%. Bloom expects work from home and especially hybrid work arrangements to continue to grow in popularity, as the latter has been shown to maintain worker productivity while cutting costs for companies.

But if you are looking to get a degree that will lead to a remote job, what should you major in?

Luckily, we have hard data on this from the Census Bureau’s American Community Survey, where respondents are asked how they transport to work, with one option being that they work from home.

I analyzed data from between 2009-2022 to estimate work from home rates by college major both before and during the pandemic. As it turns out, the remote work rates over the two periods are pretty closely related. You can use this data to choose a major that has a high chance of leading to remote work.

Let’s jump in.

The methodology is described below. The major hyperlinks provide additional detailed data on each college major.

Top 15 Remote Work Degrees Before the Pandemic

Pre-Pandemic, work from home rates were pretty low. The four majors with the highest remote work rate were Composition and Speech, Mathematics and Computer Science, Fine Arts, and Commercial Art and Graphic Design – each with 11% of graduates working from home.

There appear to be two themes for the majors on the list. Many are either tech related (Mathematics and Computer Science, Commercial Art and Graphic Design, Information Sciences, Computer Science, Management Information Systems and Statistics) or are often associated with self-employment (Composition and Speech, Fine Arts, Miscellaneous Agriculture, Film, Video and Photographic Arts, Music, Art History and Criticism, Agricultural Economics, Studio Arts).

(You can see the full list of majors at the bottom of the post.)

DEGFIELDD % Remote label Major
3,302 11.0 Composition and Speech Composition and Speech
4,005 11.0 Mathematics and Computer Science Mathematics and Computer Science
6,000 11.0 Fine Arts Fine Arts
6,004 11.0 Commercial Art and Graphic Design Commercial Art and Graphic Design
1,902 10.9 Journalism Journalism
1,199 10.8 Miscellaneous Agriculture Miscellaneous Agriculture
6,005 10.8 Film, Video and Photographic Arts Film, Video and Photographic Arts
2,105 10.4 Information Sciences Information Sciences
6,002 10.4 Music Music
6,006 10.0 Art History and Criticism Art History and Criticism
1,102 9.9 Agricultural Economics Agricultural Economics
2,102 9.8 Computer Science Computer Science
6,007 9.8 Studio Arts Studio Arts
6,212 9.7 Management Information Systems and Statistics Management Information Systems and Statistics
6,206 9.6 Marketing and Marketing Research Marketing and Marketing Research

Top 15 Remote Work Degrees During the Pandemic

During the pandemic, remote work rates rose dramatically: 3.6 times higher for each major, on average. Whereas before, just 11% were working remotely for the most remote friendly major, during the pandemic 56.6% of graduates in Mathematics and Computer Science were working remotely. The list below shows a shift away from just tech and self-employment oriented majors, to majors like Actuarial Science, Statistics, Economics, and Public Policy, among others. In short, this data suggests that remote work or at least hybrid work may play a more prominent role for many more majors in the post-pandemic economy. No longer is remote work going to be reserved for tech workers and the self-employed.

It would be helpful to know what the work from home rates are today, but unfortunately this data isn’t yet available.

DEGFIELDD % Remote label Major
4,005 56.6 Mathematics and Computer Science Mathematics and Computer Science
6,202 55.9 Actuarial Science Actuarial Science
2,102 54.2 Computer Science Computer Science
2,407 53.0 Computer Engineering Computer Engineering
3,702 53.0 Statistics and Decision Science Statistics and Decision Science
2,105 51.4 Information Sciences Information Sciences
3,701 50.4 Applied Mathematics Applied Mathematics
2,101 48.7 Computer Programming and Data Processing Computer Programming and Data Processing
6,212 48.5 Management Information Systems and Statistics Management Information Systems and Statistics
2,100 44.5 Computer and Information Systems Computer and Information Systems
5,402 42.5 Public Policy Public Policy
5,505 41.9 International Relations International Relations
5,501 41.6 Economics Economics
3,302 41.4 Composition and Speech Composition and Speech
2,106 40.6 Computer Information Management and Security Computer Information Management and Security

Remote Work Rates Before and During the Pandemic Closely Related

It’s interesting to see how pre-pandemic remote work rates relate to those during the pandemic. If the two are very closely related, it suggests that some majors lead to jobs that are very friendly for remote work, while others just don’t. What the graph shows is that there is indeed a very strong relationship. Thus, most majors that were a poor fit for remote work before the pandemic, continued to have a low remote work rate during the pandemic, such as Nursing. At the same time we see that some majors increased their remote work rate by more than expected and others by much less. It does look like for many majors, the pandemic may have permanently opened the door on remote/hybrid work as a permanent arrangement. The full tables can be seen below.

Pre-Pandemic % Remote for All Majors

The table below shows the % of graduates that were remote by major pre-pandemic (American Community Survey years 2009-2019).

DEGFIELDD % Remote label Major
3,302 11.0 Composition and Speech Composition and Speech
4,005 11.0 Mathematics and Computer Science Mathematics and Computer Science
6,000 11.0 Fine Arts Fine Arts
6,004 11.0 Commercial Art and Graphic Design Commercial Art and Graphic Design
1,902 10.9 Journalism Journalism
1,199 10.8 Miscellaneous Agriculture Miscellaneous Agriculture
6,005 10.8 Film, Video and Photographic Arts Film, Video and Photographic Arts
2,105 10.4 Information Sciences Information Sciences
6,002 10.4 Music Music
6,006 10.0 Art History and Criticism Art History and Criticism
1,102 9.9 Agricultural Economics Agricultural Economics
2,102 9.8 Computer Science Computer Science
6,007 9.8 Studio Arts Studio Arts
6,212 9.7 Management Information Systems and Statistics Management Information Systems and Statistics
6,206 9.6 Marketing and Marketing Research Marketing and Marketing Research
1,100 9.5 General Agriculture General Agriculture
2,601 9.5 Linguistics and Comparative Language and Literature Linguistics and Comparative Language and Literature
1,401 9.4 Architecture Architecture
1,904 9.1 Advertising and Public Relations Advertising and Public Relations
3,701 9.1 Applied Mathematics Applied Mathematics
5,205 9.1 Industrial and Organizational Psychology Industrial and Organizational Psychology
3,301 9.0 English Language and Literature English Language and Literature
4,801 9.0 Philosophy and Religious Studies Philosophy and Religious Studies
6,099 9.0 Miscellaneous Fine Arts Miscellaneous Fine Arts
2,603 8.9 Other Foreign Languages Other Foreign Languages
3,402 8.8 Humanities Humanities
3,702 8.8 Statistics and Decision Science Statistics and Decision Science
5,505 8.8 International Relations International Relations
1,101 8.7 Agriculture Production and Management Agriculture Production and Management
1,901 8.7 Communications Communications
1,105 8.5 Plant Science and Agronomy Plant Science and Agronomy
1,501 8.5 Area, Ethnic, and Civilization Studies Area, Ethnic, and Civilization Studies
2,100 8.5 Computer and Information Systems Computer and Information Systems
6,210 8.4 International Business International Business
2,106 8.3 Computer Information Management and Security Computer Information Management and Security
5,501 8.3 Economics Economics
6,200 8.3 General Business General Business
1,903 8.2 Mass Media Mass Media
2,001 8.2 Communication Technologies Communication Technologies
2,107 8.2 Computer Networking and Telecommunications Computer Networking and Telecommunications
5,402 8.2 Public Policy Public Policy
6,299 8.2 Miscellaneous Business and Medical Administration Miscellaneous Business and Medical Administration
1,103 8.1 Animal Sciences Animal Sciences
2,501 8.1 Engineering and Industrial Management Engineering and Industrial Management
4,006 8.1 Cognitive Science and Biopsychology Cognitive Science and Biopsychology
3,700 8.0 Mathematics Mathematics
2,602 7.9 French, German, Latin and Other Common Foreign Language Studies French, German, Latin and Other Common Foreign Language Studies
1,104 7.8 Food Science Food Science
1,106 7.8 Soil Science Soil Science
5,004 7.8 Geology and Earth Science Geology and Earth Science
5,502 7.8 Anthropology and Archeology Anthropology and Archeology
6,001 7.7 Drama and Theater Arts Drama and Theater Arts
6,202 7.7 Actuarial Science Actuarial Science
6,205 7.7 Business Economics Business Economics
2,407 7.5 Computer Engineering Computer Engineering
5,001 7.5 Astronomy and Astrophysics Astronomy and Astrophysics
5,506 7.5 Political Science and Government Political Science and Government
6,103 7.5 Health and Medical Administrative Services Health and Medical Administrative Services
6,403 7.4 United States History United States History
4,001 7.3 Intercultural and International Studies Intercultural and International Studies
6,003 7.3 Visual and Performing Arts Visual and Performing Arts
2,411 7.2 Geological and Geophysical Engineering Geological and Geophysical Engineering
2,412 7.2 Industrial and Manufacturing Engineering Industrial and Manufacturing Engineering
2,101 7.1 Computer Programming and Data Processing Computer Programming and Data Processing
2,408 7.1 Electrical Engineering Electrical Engineering
2,499 7.1 Miscellaneous Engineering Miscellaneous Engineering
4,901 7.1 Theology and Religious Vocations Theology and Religious Vocations
5,005 7.0 Geosciences Geosciences
5,007 7.0 Physics Physics
6,207 7.0 Finance Finance
3,401 6.9 Liberal Arts Liberal Arts
5,000 6.9 Physical Sciences Physical Sciences
6,203 6.9 Business Management and Administration Business Management and Administration
1,303 6.8 Natural Resources Management Natural Resources Management
3,604 6.8 Ecology Ecology
2,404 6.7 Biomedical Engineering Biomedical Engineering
2,416 6.7 Mining and Mineral Engineering Mining and Mineral Engineering
4,007 6.7 Interdisciplinary Social Sciences Interdisciplinary Social Sciences
5,006 6.7 Oceanography Oceanography
6,402 6.7 History History
2,400 6.5 General Engineering General Engineering
3,602 6.5 Botany Botany
1,301 6.4 Environmental Science Environmental Science
2,413 6.4 Materials Engineering and Materials Science Materials Engineering and Materials Science
2,901 6.4 Family and Consumer Sciences Family and Consumer Sciences
5,200 6.4 Psychology Psychology
5,599 6.4 Miscellaneous Social Sciences Miscellaneous Social Sciences
1,302 6.3 Forestry Forestry
2,409 6.3 Engineering Mechanics, Physics, and Science Engineering Mechanics, Physics, and Science
2,500 6.3 Engineering Technologies Engineering Technologies
3,202 6.3 Pre-Law and Legal Studies Pre-Law and Legal Studies
5,504 6.3 Geography Geography
4,002 6.2 Nutrition Sciences Nutrition Sciences
2,405 6.1 Chemical Engineering Chemical Engineering
5,507 6.1 Sociology Sociology
6,211 6.1 Hospitality Management Hospitality Management
2,415 6.0 Metallurgical Engineering Metallurgical Engineering
2,417 6.0 Naval Architecture and Marine Engineering Naval Architecture and Marine Engineering
2,502 6.0 Electrical Engineering Technology Electrical Engineering Technology
6,204 6.0 Operations, Logistics and E-Commerce Operations, Logistics and E-Commerce
5,701 5.9 Electrical and Mechanic Repairs and Technologies Electrical and Mechanic Repairs and Technologies
2,410 5.8 Environmental Engineering Environmental Engineering
2,503 5.8 Industrial Production Technologies Industrial Production Technologies
2,599 5.8 Miscellaneous Engineering Technologies Miscellaneous Engineering Technologies
3,605 5.8 Genetics Genetics
5,098 5.8 Multi-disciplinary or General Science Multi-disciplinary or General Science
5,401 5.8 Public Administration Public Administration
5,500 5.8 General Social Sciences General Social Sciences
6,209 5.8 Human Resources and Personnel Management Human Resources and Personnel Management
2,402 5.7 Biological Engineering Biological Engineering
3,603 5.7 Molecular Biology Molecular Biology
6,110 5.7 Community and Public Health Community and Public Health
2,314 5.6 Art and Music Education Art and Music Education
2,403 5.6 Architectural Engineering Architectural Engineering
5,002 5.6 Atmospheric Sciences and Meteorology Atmospheric Sciences and Meteorology
6,199 5.6 Miscellaneous Health Medical Professions Miscellaneous Health Medical Professions
6,201 5.6 Accounting Accounting
2,414 5.5 Mechanical Engineering Mechanical Engineering
4,008 5.5 Multi-disciplinary or General Science Multi-disciplinary or General Science
2,399 5.4 Miscellaneous Education Miscellaneous Education
3,607 5.3 Pharmacology Pharmacology
3,609 5.3 Zoology Zoology
5,203 5.3 Counseling Psychology Counseling Psychology
2,401 5.2 Aerospace Engineering Aerospace Engineering
3,606 5.2 Microbiology Microbiology
5,003 5.2 Chemistry Chemistry
5,202 5.2 Clinical Psychology Clinical Psychology
2,418 5.1 Nuclear Engineering Nuclear Engineering
3,201 5.1 Court Reporting Court Reporting
2,419 5.0 Petroleum Engineering Petroleum Engineering
3,601 5.0 Biochemical Sciences Biochemical Sciences
3,608 5.0 Physiology Physiology
5,299 5.0 Miscellaneous Psychology Miscellaneous Psychology
2,313 4.9 Language and Drama Education Language and Drama Education
5,008 4.9 Materials Science Materials Science
5,206 4.9 Social Psychology Social Psychology
2,406 4.8 Civil Engineering Civil Engineering
3,699 4.8 Miscellaneous Biology Miscellaneous Biology
3,600 4.7 Biology Biology
3,611 4.7 Neuroscience Neuroscience
4,000 4.7 Interdisciplinary and Multi-Disciplinary Studies (General) Interdisciplinary and Multi-Disciplinary Studies (General)
5,201 4.7 Educational Psychology Educational Psychology
4,101 4.6 Physical Fitness, Parks, Recreation, and Leisure Physical Fitness, Parks, Recreation, and Leisure
6,100 4.6 General Medical and Health Services General Medical and Health Services
2,305 4.4 Mathematics Teacher Education Mathematics Teacher Education
5,601 4.4 Construction Services Construction Services
5,404 4.2 Social Work Social Work
2,308 4.1 Science and Computer Teacher Education Science and Computer Teacher Education
5,403 4.1 Human Services and Community Organization Human Services and Community Organization
5,801 4.1 Precision Production and Industrial Arts Precision Production and Industrial Arts
5,901 4.1 Transportation Sciences and Technologies Transportation Sciences and Technologies
2,504 4.0 Mechanical Engineering Related Technologies Mechanical Engineering Related Technologies
5,503 4.0 Criminology Criminology
2,201 3.9 Cosmetology Services and Culinary Arts Cosmetology Services and Culinary Arts
2,311 3.8 Social Science or History Teacher Education Social Science or History Teacher Education
6,106 3.8 Health and Medical Preparatory Programs Health and Medical Preparatory Programs
6,108 3.8 Pharmacy, Pharmaceutical Sciences, and Administration Pharmacy, Pharmaceutical Sciences, and Administration
2,306 3.7 Physical and Health Education Teaching Physical and Health Education Teaching
2,300 3.6 General Education General Education
2,307 3.6 Early Childhood Education Early Childhood Education
5,102 3.6 Nuclear, Industrial Radiology, and Biological Technologies Nuclear, Industrial Radiology, and Biological Technologies
6,102 3.6 Communication Disorders Sciences and Services Communication Disorders Sciences and Services
3,501 3.5 Library Science Library Science
5,301 3.5 Criminal Justice and Fire Protection Criminal Justice and Fire Protection
6,105 3.5 Medical Technologies Technicians Medical Technologies Technicians
2,309 3.4 Secondary Teacher Education Secondary Teacher Education
2,301 3.2 Educational Administration and Supervision Educational Administration and Supervision
6,109 3.2 Treatment Therapy Professions Treatment Therapy Professions
2,304 3.1 Elementary Education Elementary Education
2,310 3.1 Special Needs Education Special Needs Education
2,312 2.9 Teacher Education: Multiple Levels Teacher Education: Multiple Levels
6,107 2.8 Nursing Nursing
3,801 2.7 Military Technologies Military Technologies
6,104 2.5 Medical Assisting Services Medical Assisting Services
2,303 2.1 School Student Counseling School Student Counseling
4,003 1.8 Neuroscience Neuroscience

Pandemic % Remote for All Majors

The table below shows the % of graduates that were remote by major during the pandemic (American Community Survey years 2020-2022).

DEGFIELDD % Remote label Major
4,005 56.6 Mathematics and Computer Science Mathematics and Computer Science
6,202 55.9 Actuarial Science Actuarial Science
2,102 54.2 Computer Science Computer Science
2,407 53.0 Computer Engineering Computer Engineering
3,702 53.0 Statistics and Decision Science Statistics and Decision Science
2,105 51.4 Information Sciences Information Sciences
3,701 50.4 Applied Mathematics Applied Mathematics
2,101 48.7 Computer Programming and Data Processing Computer Programming and Data Processing
6,212 48.5 Management Information Systems and Statistics Management Information Systems and Statistics
2,100 44.5 Computer and Information Systems Computer and Information Systems
5,402 42.5 Public Policy Public Policy
5,505 41.9 International Relations International Relations
5,501 41.6 Economics Economics
3,302 41.4 Composition and Speech Composition and Speech
2,106 40.6 Computer Information Management and Security Computer Information Management and Security
6,205 40.5 Business Economics Business Economics
4,006 40.4 Cognitive Science and Biopsychology Cognitive Science and Biopsychology
2,408 39.9 Electrical Engineering Electrical Engineering
6,099 39.8 Miscellaneous Fine Arts Miscellaneous Fine Arts
1,902 39.5 Journalism Journalism
3,700 39.1 Mathematics Mathematics
1,904 38.9 Advertising and Public Relations Advertising and Public Relations
2,502 37.4 Electrical Engineering Technology Electrical Engineering Technology
2,107 37.2 Computer Networking and Telecommunications Computer Networking and Telecommunications
5,007 37.1 Physics Physics
6,207 37.1 Finance Finance
6,005 36.9 Film, Video and Photographic Arts Film, Video and Photographic Arts
6,403 36.9 United States History United States History
6,210 36.7 International Business International Business
6,206 36.5 Marketing and Marketing Research Marketing and Marketing Research
4,001 35.9 Intercultural and International Studies Intercultural and International Studies
5,599 35.8 Miscellaneous Social Sciences Miscellaneous Social Sciences
6,004 35.8 Commercial Art and Graphic Design Commercial Art and Graphic Design
1,901 35.7 Communications Communications
3,301 35.6 English Language and Literature English Language and Literature
1,903 35.4 Mass Media Mass Media
5,205 35.1 Industrial and Organizational Psychology Industrial and Organizational Psychology
6,204 35.1 Operations, Logistics and E-Commerce Operations, Logistics and E-Commerce
2,601 35.0 Linguistics and Comparative Language and Literature Linguistics and Comparative Language and Literature
1,501 34.8 Area, Ethnic, and Civilization Studies Area, Ethnic, and Civilization Studies
5,506 34.5 Political Science and Government Political Science and Government
6,006 34.0 Art History and Criticism Art History and Criticism
2,001 33.6 Communication Technologies Communication Technologies
5,008 33.1 Materials Science Materials Science
2,401 33.0 Aerospace Engineering Aerospace Engineering
6,201 32.9 Accounting Accounting
6,299 32.9 Miscellaneous Business and Medical Administration Miscellaneous Business and Medical Administration
4,801 32.8 Philosophy and Religious Studies Philosophy and Religious Studies
2,603 32.7 Other Foreign Languages Other Foreign Languages
5,502 32.7 Anthropology and Archeology Anthropology and Archeology
2,409 32.3 Engineering Mechanics, Physics, and Science Engineering Mechanics, Physics, and Science
2,404 32.2 Biomedical Engineering Biomedical Engineering
5,005 32.2 Geosciences Geosciences
2,412 32.0 Industrial and Manufacturing Engineering Industrial and Manufacturing Engineering
5,001 32.0 Astronomy and Astrophysics Astronomy and Astrophysics
1,401 31.7 Architecture Architecture
6,209 31.7 Human Resources and Personnel Management Human Resources and Personnel Management
2,602 31.4 French, German, Latin and Other Common Foreign Language Studies French, German, Latin and Other Common Foreign Language Studies
2,500 31.3 Engineering Technologies Engineering Technologies
5,504 31.2 Geography Geography
6,007 31.2 Studio Arts Studio Arts
2,403 31.1 Architectural Engineering Architectural Engineering
2,410 30.8 Environmental Engineering Environmental Engineering
2,405 30.7 Chemical Engineering Chemical Engineering
6,200 30.7 General Business General Business
5,004 30.6 Geology and Earth Science Geology and Earth Science
2,501 30.4 Engineering and Industrial Management Engineering and Industrial Management
2,414 30.1 Mechanical Engineering Mechanical Engineering
6,203 29.8 Business Management and Administration Business Management and Administration
2,413 29.7 Materials Engineering and Materials Science Materials Engineering and Materials Science
6,001 29.7 Drama and Theater Arts Drama and Theater Arts
2,418 29.5 Nuclear Engineering Nuclear Engineering
6,402 29.5 History History
2,416 29.3 Mining and Mineral Engineering Mining and Mineral Engineering
3,605 29.3 Genetics Genetics
6,002 29.3 Music Music
1,301 29.2 Environmental Science Environmental Science
3,202 29.2 Pre-Law and Legal Studies Pre-Law and Legal Studies
3,602 29.2 Botany Botany
2,400 29.1 General Engineering General Engineering
5,206 29.1 Social Psychology Social Psychology
6,000 29.0 Fine Arts Fine Arts
3,402 28.9 Humanities Humanities
5,002 28.7 Atmospheric Sciences and Meteorology Atmospheric Sciences and Meteorology
5,507 28.6 Sociology Sociology
1,106 28.5 Soil Science Soil Science
2,415 28.2 Metallurgical Engineering Metallurgical Engineering
5,299 28.2 Miscellaneous Psychology Miscellaneous Psychology
6,103 28.2 Health and Medical Administrative Services Health and Medical Administrative Services
5,200 27.5 Psychology Psychology
2,411 27.4 Geological and Geophysical Engineering Geological and Geophysical Engineering
6,110 27.4 Community and Public Health Community and Public Health
2,499 27.3 Miscellaneous Engineering Miscellaneous Engineering
3,699 27.0 Miscellaneous Biology Miscellaneous Biology
5,401 26.5 Public Administration Public Administration
6,003 26.4 Visual and Performing Arts Visual and Performing Arts
2,406 25.7 Civil Engineering Civil Engineering
3,604 25.5 Ecology Ecology
2,599 25.4 Miscellaneous Engineering Technologies Miscellaneous Engineering Technologies
2,402 25.0 Biological Engineering Biological Engineering
5,500 25.0 General Social Sciences General Social Sciences
1,303 24.8 Natural Resources Management Natural Resources Management
3,401 24.7 Liberal Arts Liberal Arts
1,104 24.5 Food Science Food Science
4,002 24.3 Nutrition Sciences Nutrition Sciences
5,202 23.3 Clinical Psychology Clinical Psychology
5,000 23.2 Physical Sciences Physical Sciences
1,102 23.0 Agricultural Economics Agricultural Economics
4,007 23.0 Interdisciplinary Social Sciences Interdisciplinary Social Sciences
3,603 22.5 Molecular Biology Molecular Biology
3,607 22.5 Pharmacology Pharmacology
6,211 22.4 Hospitality Management Hospitality Management
2,419 22.2 Petroleum Engineering Petroleum Engineering
3,611 22.2 Neuroscience Neuroscience
3,601 22.1 Biochemical Sciences Biochemical Sciences
4,000 21.7 Interdisciplinary and Multi-Disciplinary Studies (General) Interdisciplinary and Multi-Disciplinary Studies (General)
5,003 21.7 Chemistry Chemistry
3,609 21.4 Zoology Zoology
2,901 21.2 Family and Consumer Sciences Family and Consumer Sciences
5,404 21.2 Social Work Social Work
3,606 21.0 Microbiology Microbiology
3,501 20.9 Library Science Library Science
2,503 20.8 Industrial Production Technologies Industrial Production Technologies
5,006 20.4 Oceanography Oceanography
5,203 20.2 Counseling Psychology Counseling Psychology
5,403 20.2 Human Services and Community Organization Human Services and Community Organization
2,417 19.8 Naval Architecture and Marine Engineering Naval Architecture and Marine Engineering
1,199 19.6 Miscellaneous Agriculture Miscellaneous Agriculture
5,098 19.6 Multi-disciplinary or General Science Multi-disciplinary or General Science
6,199 19.6 Miscellaneous Health Medical Professions Miscellaneous Health Medical Professions
2,504 19.5 Mechanical Engineering Related Technologies Mechanical Engineering Related Technologies
3,600 18.9 Biology Biology
5,503 18.8 Criminology Criminology
6,100 18.7 General Medical and Health Services General Medical and Health Services
2,313 18.5 Language and Drama Education Language and Drama Education
3,608 17.9 Physiology Physiology
1,302 17.7 Forestry Forestry
5,201 17.6 Educational Psychology Educational Psychology
1,105 17.5 Plant Science and Agronomy Plant Science and Agronomy
1,100 16.9 General Agriculture General Agriculture
2,399 16.7 Miscellaneous Education Miscellaneous Education
1,101 16.5 Agriculture Production and Management Agriculture Production and Management
6,102 16.4 Communication Disorders Sciences and Services Communication Disorders Sciences and Services
4,101 16.3 Physical Fitness, Parks, Recreation, and Leisure Physical Fitness, Parks, Recreation, and Leisure
1,103 16.2 Animal Sciences Animal Sciences
4,901 16.1 Theology and Religious Vocations Theology and Religious Vocations
2,314 15.7 Art and Music Education Art and Music Education
6,108 15.7 Pharmacy, Pharmaceutical Sciences, and Administration Pharmacy, Pharmaceutical Sciences, and Administration
2,311 15.6 Social Science or History Teacher Education Social Science or History Teacher Education
5,301 15.5 Criminal Justice and Fire Protection Criminal Justice and Fire Protection
2,305 15.4 Mathematics Teacher Education Mathematics Teacher Education
5,901 15.1 Transportation Sciences and Technologies Transportation Sciences and Technologies
2,308 14.6 Science and Computer Teacher Education Science and Computer Teacher Education
3,201 14.6 Court Reporting Court Reporting
2,301 14.4 Educational Administration and Supervision Educational Administration and Supervision
2,309 13.9 Secondary Teacher Education Secondary Teacher Education
5,701 13.8 Electrical and Mechanic Repairs and Technologies Electrical and Mechanic Repairs and Technologies
5,601 13.7 Construction Services Construction Services
2,300 13.5 General Education General Education
6,106 13.5 Health and Medical Preparatory Programs Health and Medical Preparatory Programs
2,310 13.3 Special Needs Education Special Needs Education
2,307 13.1 Early Childhood Education Early Childhood Education
2,303 12.6 School Student Counseling School Student Counseling
3,801 12.1 Military Technologies Military Technologies
2,304 12.0 Elementary Education Elementary Education
2,306 11.7 Physical and Health Education Teaching Physical and Health Education Teaching
6,109 11.3 Treatment Therapy Professions Treatment Therapy Professions
5,102 10.7 Nuclear, Industrial Radiology, and Biological Technologies Nuclear, Industrial Radiology, and Biological Technologies
6,105 9.9 Medical Technologies Technicians Medical Technologies Technicians
2,312 9.8 Teacher Education: Multiple Levels Teacher Education: Multiple Levels
2,201 9.3 Cosmetology Services and Culinary Arts Cosmetology Services and Culinary Arts
6,107 8.8 Nursing Nursing
6,104 6.7 Medical Assisting Services Medical Assisting Services

Methodology

I use American Community Survey data from 2009-2022, restricting to respondents who reported their college major. The respondent is considered to have worked from home if their response to how they transport to work was “Worked at home”. Only the employed were included in the tabulations. Responses between 2009-2019 were considered to be pre-pandemic. While responses from 2020-2022 were considered pandemic responses. Results are person weighted.

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