1 | Software developers, applications | | | 64% |  | Bachelor's degree |
2 | Information security analysts | | | 50% |  | Bachelor's degree |
3 | Statisticians | | | 38% |  | Master's degree |
4 | Operations research analysts | | | 37% |  | Bachelor's degree |
5 | Web developers | | | 37% |  | Associate's degree |
6 | Home health aides | | | 36% |  | High school diploma or equivalent |
7 | Software developers, systems software | | | 32% |  | Bachelor's degree |
8 | Computer numerically controlled machine tool programmers, metal and plastic | | | 29% |  | Postsecondary non-degree award |
9 | Personal care aides | | | 29% |  | High school diploma or equivalent |
10 | Network and computer systems administrators | | | 28% |  | Bachelor's degree |
11 | Physician assistants | | | 28% |  | Master's degree |
12 | Nurse practitioners | | | 27% |  | Master's degree |
13 | Computer user support specialists | | | 26% |  | Some college, no degree |
14 | Health specialties teachers, postsecondary | | | 26% |  | Doctoral or professional degree |
15 | Market research analysts and marketing specialists | | | 25% |  | Bachelor's degree |
16 | Nursing instructors and teachers, postsecondary | | | 24% |  | Doctoral or professional degree |
17 | Physical therapist assistants | | | 24% |  | Associate's degree |
18 | Veterinary assistants and laboratory animal caretakers | | | 24% |  | High school diploma or equivalent |
19 | Veterinary technologists and technicians | | | 24% |  | Associate's degree |
20 | Computer systems analysts | | | 23% |  | Bachelor's degree |
21 | Database administrators | | | 23% |  | Bachelor's degree |
22 | Occupational therapy assistants | | | 23% |  | Associate's degree |
23 | Orthotists and prosthetists | | | 23% |  | Master's degree |
24 | Archivists | | | 22% |  | Master's degree |
25 | Computer network architects | | | 22% |  | Bachelor's degree |
26 | Medical appliance technicians | | | 22% |  | High school diploma or equivalent |
27 | Physical therapists | | | 22% |  | Doctoral or professional degree |
28 | Veterinarians | | | 22% |  | Doctoral or professional degree |
29 | Combined food preparation and serving workers, including fast food | | | 21% |  | No formal educational credential |
30 | Computer and information systems managers | | | 21% |  | Bachelor's degree |
31 | Computer hardware engineers | | | 21% |  | Bachelor's degree |
32 | Nonfarm animal caretakers | | | 21% |  | High school diploma or equivalent |
33 | Occupational therapists | | | 21% |  | Master's degree |
34 | Physical therapist aides | | | 21% |  | High school diploma or equivalent |
35 | Computer and information research scientists | | | 20% |  | Master's degree |
36 | Computer network support specialists | | | 20% |  | Associate's degree |
37 | Diagnostic medical sonographers | | | 20% |  | Associate's degree |
38 | Financial managers | | | 20% |  | Bachelor's degree |
39 | Massage therapists | | | 20% |  | Postsecondary non-degree award |
40 | Occupational therapy aides | | | 20% |  | High school diploma or equivalent |
41 | Personal financial advisors | | | 20% |  | Bachelor's degree |
42 | Reservation and transportation ticket agents and travel clerks | | | 20% |  | High school diploma or equivalent |
43 | Bus drivers, transit and intercity | | | 19% |  | High school diploma or equivalent |
44 | Business teachers, postsecondary | | | 18% |  | Doctoral or professional degree |
45 | Electrical engineers | | | 18% |  | Bachelor's degree |
46 | Forensic science technicians | | | 18% |  | Bachelor's degree |
47 | Fundraisers | | | 18% |  | Bachelor's degree |
48 | Industrial engineers | | | 18% |  | Bachelor's degree |
49 | Interpreters and translators | | | 18% |  | Bachelor's degree |
50 | Materials engineers | | | 18% |  | Bachelor's degree |
51 | Medical assistants | | | 18% |  | Postsecondary non-degree award |
52 | Paralegals and legal assistants | | | 18% |  | Associate's degree |
53 | Avionics technicians | | | 17% |  | Associate's degree |
54 | Cargo and freight agents | | | 17% |  | High school diploma or equivalent |
55 | Computer occupations, all other | | | 17% |  | Bachelor's degree |
56 | Dancers | | | 17% | N/A | No formal educational credential |
57 | Dental laboratory technicians | | | 17% |  | High school diploma or equivalent |
58 | Electronics engineers, except computer | | | 17% |  | Bachelor's degree |
59 | Film and video editors | | | 17% |  | Bachelor's degree |
60 | Security and fire alarm systems installers | | | 17% |  | High school diploma or equivalent |
61 | Technical writers | | | 17% |  | Bachelor's degree |
62 | Therapists, all other | | | 17% |  | Bachelor's degree |
63 | Aircraft cargo handling supervisors | | | 16% |  | High school diploma or equivalent |
64 | Cooks, restaurant | | | 16% |  | No formal educational credential |
65 | Management analysts | | | 16% |  | Bachelor's degree |
66 | Mechanical engineers | | | 16% |  | Bachelor's degree |
67 | Radio, cellular, and tower equipment installers and repairers | | | 16% |  | Associate's degree |
68 | Audio and video equipment technicians | | | 15% |  | Postsecondary non-degree award |
69 | Audiologists | | | 15% |  | Doctoral or professional degree |
70 | Automotive and watercraft service attendants | | | 15% |  | No formal educational credential |
71 | Biological science teachers, postsecondary | | | 15% |  | Doctoral or professional degree |
72 | Environmental science and protection technicians, including health | | | 15% |  | Associate's degree |
73 | Healthcare social workers | | | 15% |  | Master's degree |
74 | Hotel, motel, and resort desk clerks | | | 15% |  | High school diploma or equivalent |
75 | Mechanical engineering technicians | | | 15% |  | Associate's degree |
76 | Medical and health services managers | | | 15% |  | Bachelor's degree |
77 | Phlebotomists | | | 15% |  | Postsecondary non-degree award |
78 | Textile, apparel, and furnishings workers, all other | | | 15% |  | High school diploma or equivalent |
79 | Aircraft mechanics and service technicians | | | 14% |  | Postsecondary non-degree award |
80 | Bakers | | | 14% |  | No formal educational credential |
81 | Chemical engineers | | | 14% |  | Bachelor's degree |
82 | Civil engineering technicians | | | 14% |  | Associate's degree |
83 | Community health workers | | | 14% |  | High school diploma or equivalent |
84 | Computer programmers | | | 14% |  | Bachelor's degree |
85 | Concierges | | | 14% |  | High school diploma or equivalent |
86 | Drafters, all other | | | 14% |  | Associate's degree |
87 | Engineering teachers, postsecondary | | | 14% |  | Doctoral or professional degree |
88 | Environmental scientists and specialists, including health | | | 14% |  | Bachelor's degree |
89 | Fashion designers | | | 14% |  | Bachelor's degree |
90 | Fiberglass laminators and fabricators | | | 14% |  | High school diploma or equivalent |
91 | Financial analysts | | | 14% |  | Bachelor's degree |
92 | Food preparation and serving related workers, all other | | | 14% |  | No formal educational credential |
93 | Health technologists and technicians, all other | | | 14% |  | Postsecondary non-degree award |
94 | Life, physical, and social science technicians, all other | | | 14% |  | Associate's degree |
95 | Loan interviewers and clerks | | | 14% |  | High school diploma or equivalent |
96 | Mechanical drafters | | | 14% |  | Associate's degree |
97 | Medical secretaries | | | 14% |  | High school diploma or equivalent |
98 | Pharmacy technicians | | | 14% |  | High school diploma or equivalent |
99 | Registered nurses | | | 14% |  | Bachelor's degree |
100 | Sales and related workers, all other | | | 14% |  | High school diploma or equivalent |