Occupation |
PercentWFH |
Economists and market researchers |
68% |
Writers and authors |
65% |
Software developers |
64% |
Management analysts |
62% |
Mathematical science occupations |
62% |
Technical writers |
59% |
Insurance underwriters |
59% |
Claims adjusters and appraisers |
57% |
Travel agents |
56% |
Editors and reporters |
56% |
Computer hardware engineers |
56% |
Database administrators |
55% |
Financial analysts |
55% |
Computer programmers |
54% |
Computer and IT managers |
51% |
Insurance claims, processing clerks |
50% |
Systems analysts and web developers |
49% |
Public relations specialists |
47% |
Business operations specialists |
47% |
Private detectives and investigators |
47% |
Advertising sales agents |
46% |
Artists and related workers |
46% |
Financial services sales agents |
46% |
Operations research analysts |
46% |
Marketing and P.R. managers |
45% |
Financial specialists |
43% |
Computer support specialists |
43% |
Compliance officers |
42% |
Actors, producers and directors |
41% |
Tax examiners and collectors |
41% |
Credit counselors and loan officers |
40% |
Architects |
40% |
Loan interviewers and clerks |
40% |
Designers |
39% |
Sales representatives |
39% |
Video camera operators and editors |
39% |
Eligibility interviewers for govt. programs |
38% |
Medical records technicians |
38% |
Computer systems administrators |
38% |
Personal financial advisers |
38% |
Bill and account collectors |
38% |
Human resources specialists |
38% |
Lawyers and judges |
38% |
Accountants and auditors |
37% |
Purchasing managers |
36% |
Architectural and engineering managers |
36% |
Meeting and convention planners |
36% |
Environmental scientists |
36% |
Managers |
35% |
Engineers |
35% |
Telemarketers |
34% |
Electrical engineers |
33% |
Residential advisers |
33% |
Community/social services specialists |
33% |
Media and communication workers |
33% |
Legal support workers |
33% |
Insurance sales agents |
33% |
Financial managers |
32% |
Human resources managers |
32% |
Aerospace engineers |
32% |
Physical scientists |
32% |
Postsecondary teachers |
32% |
Billing and posting clerks |
32% |
Public administration |
32% |
Tax preparers |
32% |
Financial clerks |
31% |
Door-to-door sales; street vendors |
31% |
Photographers |
30% |
Drafters |
30% |
Psychologists |
30% |
Data entry keyers |
30% |
Purchasing agents |
28% |
Social and community service managers |
28% |
Typists |
28% |
Real estate appraisers |
28% |
Teachers |
28% |
Civil engineers |
28% |
Edu., training and library workers |
28% |
Medical and life scientists |
28% |
Customer service representatives |
28% |
Information and record clerks |
27% |
Interviewers |
27% |
Real estate brokers |
27% |
Biological scientists |
27% |
Sales representatives (wholesale) |
26% |
Farmers, ranchers, agricultural managers |
26% |
Paralegals |
26% |
Chemical engineers |
26% |
Administrative support workers |
25% |
Mechanical engineers |
25% |
Tailors |
25% |
Bookkeepers |
25% |
Logisticians |
24% |
Musicians |
24% |
Human resources assistants |
24% |
Sales and related workers |
24% |
Therapists |
23% |
Religious workers |
23% |
Industrial engineers |
23% |
Counselors |
23% |
Payroll and timekeeping clerks |
22% |
Child care workers |
22% |
Correspondent clerks and order clerks |
22% |
Health care practitioners |
21% |
Property managers |
21% |
Social workers |
21% |
Production clerks |
20% |
File clerks |
20% |
Ticket agents and travel clerks |
20% |
Models and product promoters |
20% |
Supervisors of admin. support workers |
20% |
Archivists, curators, museum technicians |
20% |
Cost estimators |
19% |
Wholesale and retail buyers |
18% |
Broadcast technicians, radio operators |
18% |
Personal care aides |
18% |
Medical and health services managers |
18% |
Education administrators |
18% |
Administrative assistants |
18% |
General and operations managers |
17% |
Dieticians and nutritionists |
17% |
Admnistrative services managers |
16% |
Life, physical and soc. sci. technicians |
16% |
Industrial production managers |
16% |
Tour and travel guides |
16% |
Directors of religious activities and educ. |
16% |
Personal care and service workers |
15% |
Supervisors of sales workers |
15% |
Military enlisted specialists and crew |
15% |
Chemists and material scientists |
15% |
Computer and office machine repairers |
15% |
Office clerks |
14% |
Court, municipal and license clerks |
14% |
Librarians |
14% |
Speech language pathologists |
14% |
Transportation and storage managers |
14% |
Recreation and fitness workers |
14% |
Construction managers |
13% |
Clergy |
13% |
Athletes, coaches and umpires |
13% |
Dispatchers |
13% |
Groundkeeping and landscaping supervisors |
12% |
Pharmacists |
12% |
Receptionists |
12% |
Construction and building inspectors |
12% |
Housekeeping and janitorial supervisors |
12% |
Taxi drivers and chauffeurs |
11% |
Surveying and map technicians |
11% |
Protective service workers |
11% |
Radio and telcom equipment technicians |
11% |
Secondary school teachers |
10% |
Stationary engineers, boiler operators |
10% |
Massage therapists |
10% |
Teacher assistants |
10% |
Engineering technicians |
10% |
Special education teachers |
10% |
Elementary and middle school teachers |
10% |
Sewing machine operators |
10% |
Retail sales |
10% |
Animal caretakers (non-farm) |
10% |
Chemical technicians |
10% |
Military |
9% |
Cosmetologists |
9% |
Physician assistants |
9% |
Telecommunications line technicians |
9% |
Chiropractors |
9% |
Inspectors, testers, samplers |
9% |
Bakers |
8% |
Counter and rental clerks |
8% |
Registered nurses |
8% |
Occupational therapists |
8% |
Logging workers |
8% |
Diagnostic-related technologists |
8% |
Supervisors of personal service workers |
8% |
Aircraft pilots and flight engineers |
8% |
Precision equipment repairers |
8% |
Other equipment repair |
8% |
Cabinetmakers and bench carpenters |
8% |
Nursing, psychiatric and home health aides |
8% |
Personal appearance workers |
8% |
Agricultural workers |
8% |
Physicians and surgeons |
7% |
Pest control workers |
7% |
Supervisors of mechanics and repairers |
7% |
Preschool and kindergarten teachers |
7% |
Weighers, measurers, checkers and samplers |
7% |
Medical assistants, health care supporters |
7% |
Veterinarians |
7% |
Mail clerks, machine operators (not USPS) |
7% |
Flight attendants, transportation workers |
7% |
Food service and lodging managers |
7% |
Clinical laboratory technologists |
7% |
First-line enlisted military supervisors |
7% |
Production worker helpers |
7% |
Couriers and messengers |
7% |
Computer control programmers and operators |
7% |
Police officers and detectives |
7% |
Entertainment attendants and related workers |
7% |
Crossing guards |
7% |
Medical, dental and ophthalmic lab techs |
7% |
Bookbinders, printing machine operators |
7% |
Health practitioner support technicians |
7% |
Grounds maintenance workers |
6% |
Law enforcement workers |
6% |
Physical therapists |
6% |
Tool and die makers |
6% |
Security and fire alarm systems installers |
6% |
Barbers |
6% |
Refuse and recyclable material collectors |
6% |
First-line production supervisors |
6% |
Carpenters |
6% |
Supervisors of farming, fishing and forestry |
6% |
Physical therapist assistants and aides |
6% |
Gaming services workers |
6% |
Baggage porters, bellhops and concierges |
6% |
Security guards, gaming surveillance officers |
6% |
Motor vehicle operators, all other |
6% |
Painters, construction and maintenance |
6% |
Licensed practical/vocational nurses |
6% |
Maids and housekeeping cleaners |
6% |
Health technologists and technicians |
6% |
First-line supervisors of construction trades |
6% |
First-line supervisors of correctional officers |
6% |
Construction laborers |
6% |
Chemical processing machine setters, operators and tenders |
6% |
Sheet metal workers, metal-working |
6% |
Drywall installers, ceiling tile installers and tapers |
5% |
Postal service clerks |
5% |
Library assistants, clerical |
5% |
Automotive service technicians and mechanics |
5% |
Supervisors of transportation workers |
5% |
Respiratory therapists |
5% |
Helpers, construction trades |
5% |
Bank tellers |
5% |
Electricians |
5% |
Driver/sales workers and truck drivers |
5% |
Maintenance and repair workers, general |
5% |
Electrical and electromechanical assemblers |
5% |
Hotel, motel and resort desk clerks |
5% |
Shipping, receiving and traffic clerks |
5% |
Automotive body and related repairers |
5% |
Food preparation and serving related workers |
5% |
Brickmasons, blockmasons and stonemasons |
5% |
Dental assistants |
5% |
Food-service hosts and hostesses |
5% |
Stock clerks and order fillers |
5% |
Food preparation workers |
5% |
Cleaners of vehicles and equipment |
5% |
Water wastewater treatment plant operators |
5% |
Structural iron and steel workers |
5% |
Parts salespersons |
5% |
Vehicle mechanics, installers and repairers |
5% |
Parking lot attendants |
5% |
Cement masons and concrete finishers |
5% |
Supervisors of police and detectives |
5% |
Pipelayers, plumbers and steamfitters |
5% |
Supervisors of food prep. and serving workers |
5% |
Cutting workers |
5% |
Dentists |
5% |
Heating, A.C. and refrigeration mechanics |
5% |
Food processing |
5% |
Sheriffs, bailiffs, correctional officers |
4% |
Carpet, floor and tile installers |
4% |
Other production workers |
4% |
Food prep. and serving workers, inc. fast food |
4% |
Dental hygienists |
4% |
Heavy vehicle equipment service technicians |
4% |
Extraction workers |
4% |
Janitors and building cleaners |
4% |
Construction workers |
4% |
Cashiers |
4% |
Welding, soldering and brazing workers |
4% |
Chefs and cooks |
4% |
Material moving workers |
4% |
Laborers and freight and stock movers |
4% |
Aircraft mechanics and service technicians |
4% |
Construction equipment operators |
4% |
Emergency medical technicians and paramedics |
4% |
Bartenders |
4% |
Assemblers and fabricators |
4% |
Postal service mail carriers |
4% |
Machinists |
4% |
Waiters and waitresses |
4% |
Cutting, punching and press machine operators |
4% |
Roofers |
4% |
Firefighters |
4% |
Bus and ambulance drivers |
4% |
Packers and packagers |
4% |
Laundry and dry-cleaning workers |
4% |
Industrial and refractory machinery mechanics |
4% |
Bus and truck mechanics |
4% |
Automotive and watercraft service attendants |
4% |
Packaging and filling machine operators |
4% |
Opticians |
4% |
Non-restaurant food servers |
4% |
Dishwashers |
4% |
Crane and tower operators |
4% |
Painters |
3% |
Food batchmakers |
3% |
Crushing, polishing and blending workers |
3% |
Industrial truck and tractor operators |
3% |
Postal service mail sorters |
3% |
Butchers |
3% |
Metal and plastic workers |
3% |
Highway maintenance workers |
3% |
Electrical power-line technicians |
3% |
Mining machine operators |
2% |