At-risk index · United States
62 occupations.
Read honestly.
The rest of this site is a directory of stable work. This section is the opposite: occupations where our structural exposure score, real-world AI usage data, or both, genuinely run high — shown without false reassurance. Every occupation here links to safer, skill-adjacent careers already on this site. 18 of 62 occupations here carry real usage data.
Occupation
Structural
Real usage
Median pay
Reading
01
Public Relations Specialist
97
No data
$39k–$126k
Usage n/a
02
Writer and Author (incl. Copywriter)
96
High
$44k–$140k
Changing now
03
Credit Counselor
95
No data
$34k–$74k
Usage n/a
04
Legal Secretary
95
No data
$37k–$92k
Usage n/a
05
Environmental Scientist and Specialist
94
No data
$50k–$135k
Usage n/a
06
Loan Officer
94
No data
$37k–$139k
Usage n/a
07
Customer Service Representative
93
High
$32k–$64k
Changing now
08
Concierge
92
High
$27k–$58k
Changing now
09
Tax Preparer
92
No data
$34k–$99k
Usage n/a
10
Financial Risk Specialist
91
No data
$65k–$196k
Usage n/a
11
Proofreader and Copy Marker
91
High
$35k–$79k
Changing now
12
Accountant and Auditor
90
No data
$56k–$144k
Usage n/a
13
Credit Analyst
90
No data
$56k–$169k
Usage n/a
14
Industrial Engineer
90
No data
$65k–$142k
Usage n/a
15
Urban and Regional Planner
90
No data
$60k–$134k
Usage n/a
16
Medical Records Specialist
89
No data
$36k–$81k
Usage n/a
17
Title Examiner / Escrow Officer
89
No data
$38k–$91k
Usage n/a
18
Financial Analyst
88
No data
$64k–$181k
Usage n/a
19
Instructional Coordinator
88
No data
$47k–$115k
Usage n/a
20
Travel Agent
88
Medium
$35k–$77k
Exposed on paper only
21
Soil and Plant Scientist
87
No data
$39k–$123k
Usage n/a
22
Dietitian / Nutritionist
86
No data
$49k–$100k
Usage n/a
23
Telemarketer
86
High
$27k–$50k
Changing now
24
Financial Manager
85
No data
$94k–$323k
Usage n/a
25
Architectural and Civil Drafter
84
No data
$40k–$95k
Usage n/a
26
Paralegal and Legal Assistant
84
Low
$45k–$102k
Exposed on paper only
27
Court Reporter
83
No data
$42k–$131k
Usage n/a
28
Insurance Underwriter
83
No data
$56k–$145k
Usage n/a
29
Claims Adjuster, Examiner, or Investigator
82
No data
$49k–$117k
Usage n/a
30
Film and Video Editor
82
No data
$39k–$154k
Usage n/a
31
Property Manager
82
No data
$41k–$140k
Usage n/a
32
Energy Engineer
81
No data
$67k–$190k
Usage n/a
33
Mediator / Arbitrator
81
No data
$47k–$155k
Usage n/a
34
Auto Damage Appraiser
79
No data
$58k–$102k
Usage n/a
35
Electrical Engineer
79
No data
$75k–$175k
Usage n/a
36
Cartographer and Photogrammetrist
78
No data
$54k–$127k
Usage n/a
37
Real Estate Appraiser
78
No data
$35k–$116k
Usage n/a
38
General Contractor
77
Medium
$55k–$130k
Exposed on paper only
39
Data Entry Keyer
74
High
$31k–$59k
Changing now
40
Graphic Designer
73
No data
$38k–$103k
Usage n/a
41
Bookkeeping, Accounting, and Auditing Clerk
71
Medium
$36k–$75k
Exposed on paper only
42
Surveying and Mapping Technician
71
No data
$38k–$82k
Usage n/a
43
Hotel Desk Clerk
70
No data
$27k–$45k
Usage n/a
44
Energy Auditor
67
No data
$38k–$101k
Usage n/a
45
Hotel Manager
65
Medium
$48k–$115k
Exposed on paper only
46
Social Worker
65
High
$41k–$86k
Changing now
47
Event Planner / Coordinator
63
Medium
$40k–$84k
Exposed on paper only
48
Tutor
63
No data
$22k–$92k
Usage n/a
49
Catering Manager
57
Medium
$38k–$98k
Exposed on paper only
50
Restaurant Manager
57
Medium
$42k–$80k
Exposed on paper only
51
Sound Engineering Technician
57
No data
$29k–$125k
Usage n/a
52
Bank Teller
56
No data
$34k–$50k
Usage n/a
53
Broadcast Technician
44
No data
$25k–$91k
Usage n/a
54
Farm Manager
42
Medium
$52k–$157k
Exposed on paper only
55
Parking Enforcement Worker
39
No data
$32k–$75k
Usage n/a
56
Photographer
39
No data
$31k–$92k
Usage n/a
57
Gambling Dealer
37
No data
$24k–$77k
Usage n/a
58
Meter Reader
36
No data
$35k–$86k
Usage n/a
59
CDL Truck Driver
19
Medium
$39k–$79k
Insulated today
60
Forest and Conservation Worker
13
No data
$27k–$48k
Usage n/a
61
Grader and Sorter, Agricultural Products
10
No data
$23k–$37k
Usage n/a
62
Forklift Operator
9
Low
$32k–$62k
Insulated today
Neither signal measures whether any individual worker in these occupations has lost work to AI — that data does not exist anywhere yet. Both describe tasks, not headcount. Every occupation here links to specific, sourced safer alternatives, not a generic "consider retraining" note.
Read the methodology →