AI job risk in Management

All 37 occupations in this field, ranked by measured AI applicability. The field's median occupation sits in the moderate exposure band. Every row links to a full task-level breakdown with a personalization quiz and action plan.

High: 2Elevated: 8Moderate: 18Low: 8Minimal: 1

37occupations measured in this field

0.269most exposed: Legislators

0.062most resilient: Facilities Managers

#	Occupation	Band	Score	Percentile (all 785)
1	Legislators	High	0.269	84
2	Entertainment and Recreation Managers, Except Gambling	High	0.253	81
3	Public Relations Managers	Elevated	0.222	74
4	Transportation, Storage, and Distribution Managers	Elevated	0.205	70
5	Emergency Management Directors	Elevated	0.198	68
6	Training and Development Managers	Elevated	0.193	67
7	Marketing Managers	Elevated	0.189	66
8	Advertising and Promotions Managers	Elevated	0.189	66
9	Gambling Managers	Elevated	0.185	65
10	Lodging Managers	Elevated	0.183	65
11	Funeral Home Managers	Moderate	0.166	58
12	Sales Managers	Moderate	0.164	57
13	Architectural and Engineering Managers	Moderate	0.163	57
14	Medical and Health Services Managers	Moderate	0.163	57
15	Social and Community Service Managers	Moderate	0.156	54
16	Chief Executives	Moderate	0.156	54
17	Computer and Information Systems Managers	Moderate	0.152	53
18	Financial Managers	Moderate	0.149	52
19	Personal Service Managers, All Other	Moderate	0.146	52
20	Managers, All Other	Moderate	0.146	51
21	Construction Managers	Moderate	0.145	51
22	Fundraising Managers	Moderate	0.143	50
23	Compensation and Benefits Managers	Moderate	0.141	49
24	Property, Real Estate, and Community Association Managers	Moderate	0.139	48
25	Human Resources Managers	Moderate	0.137	47
26	Education Administrators, Kindergarten through Secondary	Moderate	0.136	46
27	Education and Childcare Administrators, Preschool and Daycare	Moderate	0.125	43
28	Industrial Production Managers	Moderate	0.120	41
29	Natural Sciences Managers	Low	0.112	38
30	General and Operations Managers	Low	0.110	36
31	Postmasters and Mail Superintendents	Low	0.109	36
32	Purchasing Managers	Low	0.106	35
33	Education Administrators, Postsecondary	Low	0.096	32
34	Food Service Managers	Low	0.091	30
35	Administrative Services Managers	Low	0.087	28
36	Farmers, Ranchers, and Other Agricultural Managers	Low	0.076	23
37	Facilities Managers	Minimal	0.062	16

Score = AI applicability (Microsoft Research, CC BY 4.0). Percentile = rank among all 785 occupations. How to read these numbers honestly