28 verified jobs0 safe roles
Business & Finance
Strategic advisory, fiduciary accounting, financial analysis, and investment planning.
Median Risk
60Moderate
Median Exposure
68High
Canonical Career Fields Directory
14 verified jobs0 safe roles
Technology & Data
Software engineering, data architecture, machine learning, and systems infrastructure.
Median Risk
71High
Median Exposure
74High
24 verified jobs0 safe roles
Office & Administrative Support
Organizational coordination, clerical records, executive administration, and workflow support.
Median Risk
57Moderate
Median Exposure
68High
66 verified jobs0 safe roles
Healthcare & Medical
Clinical diagnostics, surgical care, nursing, physical therapy, and patient support.
Median Risk
51Moderate
Median Exposure
61Moderate
43 verified jobs0 safe roles
Science & Research
Physical sciences, biological research, laboratory experimentation, and social science inquiry.
Median Risk
59Moderate
Median Exposure
70High
41 verified jobs0 safe roles
Engineering & Architecture
Structural design, civil infrastructure, mechanical engineering, and physical spatial planning.
Median Risk
56Moderate
Median Exposure
67High
38 verified jobs0 safe roles
Education & Training
Pedagogical instruction, academic curriculum development, teaching, and educational leadership.
Median Risk
59Moderate
Median Exposure
68High
12 verified jobs0 safe roles
Community & Social Services
Mental health counseling, family social work, community outreach, and rehabilitation support.
Median Risk
58Moderate
Median Exposure
65Moderate
3 verified jobs0 safe roles
Legal
Statutory jurisprudence, litigation advocacy, judicial clerkship, and contract analysis.
Median Risk
61Moderate
Median Exposure
73High
34 verified jobs0 safe roles
Management & Leadership
Enterprise strategy, operational oversight, cross-functional leadership, and organizational direction.
Median Risk
54Moderate
Median Exposure
66Moderate
7 verified jobs0 safe roles
Sales & Marketing
Client acquisition, consultative selling, commercial account management, and market growth.
Median Risk
58Moderate
Median Exposure
65Moderate
22 verified jobs0 safe roles
Creative, Arts & Media
Visual design, investigative journalism, narrative writing, multimedia production, and artistic direction.
Median Risk
58Moderate
Median Exposure
69High
10 verified jobs0 safe roles
Protective & Security Services
Public emergency response, law enforcement, fire protection, and critical asset security.
Median Risk
45Moderate
Median Exposure
55Moderate
3 verified jobs0 safe roles
Food & Hospitality
Culinary arts, restaurant operations, guest hospitality, and food preparation.
Median Risk
42Moderate
Median Exposure
61Moderate
6 verified jobs0 safe roles
Personal Care & Services
Personal grooming, wellness therapy, recreation assistance, and personal care support.
Median Risk
50Moderate
Median Exposure
62Moderate
6 verified jobs0 safe roles
Agriculture & Natural Resources
Agricultural cultivation, animal husbandry, forestry management, and environmental stewardship.
Median Risk
43Moderate
Median Exposure
51Moderate
48 verified jobs3 safe roles
Skilled Trades & Construction
Electrical systems, plumbing, structural carpentry, mechanical repair, and physical fabrication.
Median Risk
39Moderate
Median Exposure
46Moderate
30 verified jobs1 safe roles
Transportation & Logistics
Aviation flight operations, commercial freight, maritime navigation, and supply chain dispatch.
Median Risk
42Moderate
Median Exposure
50Moderate
72 verified jobs0 safe roles
Manufacturing & Production
Industrial fabrication, precision machining, assembly operations, and chemical processing.
Median Risk
46Moderate
Median Exposure
52Moderate