Every job we score · release 2026-Q4
Every job, ranked by how much still needs a human.
Higher is safer. Each row shows the verdict, the share of the work that still needs a person, what AI can do today, how good the evidence is and when replacement could happen, always as a range. Click a job for the working.
Customer Service RepresentativesOffice and Administrative Support · 43-4051
51↑ saferAI replace? Partly.
AI does 60%AI helps 40%Needs a human 0%
20362034–2041
2.6M
$44,770
Data Warehousing SpecialistsComputer and Mathematical · 15-1243.01
52↑ saferAI replace? Partly.
AI does 66%AI helps 34%Needs a human 0%
20352033–2040
67k
$139,500
TelemarketersSales and Related · 41-9041
53↑ saferAI replace? Partly.
AI does 44%AI helps 56%Needs a human 0%
20362034–2042
58k
$35,450
Business Intelligence AnalystsComputer and Mathematical · 15-2051.01
54↑ saferAI replace? Partly.
AI does 56%AI helps 39%Needs a human 5%
20352033–2041
262k
$120,230
Market Research Analysts and Marketing SpecialistsBusiness and Financial Operations · 13-1161
54↑ saferAI replace? Partly.
AI does 59%AI helps 29%Needs a human 12%
20372034–2042
900k
$78,760
Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and TravelSales and Related · 41-3091
54↑ saferAI replace? Partly.
AI does 50%AI helps 46%Needs a human 4%
20362034–2042
1.3M
$69,990
Computer ProgrammersComputer and Mathematical · 15-1251
55↑ saferAI replace? Partly.
AI does 56%AI helps 25%Needs a human 19%
20352033–2041
92k
$100,390
Web DevelopersComputer and Mathematical · 15-1254
55↑ saferAI replace? Partly.
AI does 39%AI helps 57%Needs a human 4%
20352033–2041
70k
$92,650
Travel AgentsSales and Related · 41-3041
55↑ saferAI replace? Partly.
AI does 10%AI helps 90%Needs a human 0%
20372034–2043
55k
$50,160
Statistical AssistantsOffice and Administrative Support · 43-9111
55↑ saferAI replace? Partly.
AI does 41%AI helps 45%Needs a human 14%
20372034–2044
5k
$50,330
Writers and AuthorsArts, Design, Entertainment, Sports, and Media · 27-3043
56↑ saferAI replace? Partly.
AI does 21%AI helps 79%Needs a human 0%
20382036–2044
48k
$76,910
Technical WritersArts, Design, Entertainment, Sports, and Media · 27-3042
56↑ saferAI replace? Partly.
AI does 39%AI helps 52%Needs a human 9%
20382036–2044
46k
$90,390
Medical Records SpecialistsHealthcare Practitioners and Technical · 29-2072
56↑ saferAI replace? Partly.
AI does 44%AI helps 40%Needs a human 16%
20422039–2049
195k
$51,140
Search Marketing StrategistsBusiness and Financial Operations · 13-1161.01
56↑ saferAI replace? Partly.
AI does 44%AI helps 51%Needs a human 5%
20372034–2043
900k
$78,760
Web and Digital Interface DesignersComputer and Mathematical · 15-1255
57↑ saferAI replace? Partly.
AI does 38%AI helps 51%Needs a human 11%
20362033–2042
113k
$104,000
Poets, Lyricists and Creative WritersArts, Design, Entertainment, Sports, and Media · 27-3043.05
57↑ saferAI replace? Partly.
AI does 35%AI helps 43%Needs a human 22%
20382036–2044
48k
$76,910
Proofreaders and Copy MarkersOffice and Administrative Support · 43-9081
57↑ saferAI replace? Partly.
AI does 19%AI helps 81%Needs a human 0%
20382035–2044
5k
$51,120
Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific ProductsSales and Related · 41-4012
57↑ saferAI replace? Partly.
AI does 51%AI helps 26%Needs a human 23%
20372034–2044
1.2M
$72,080
Bioinformatics TechniciansComputer and Mathematical · 15-2099.01
57↑ saferAI replace? Partly.
AI does 43%AI helps 42%Needs a human 15%
20362033–2042
4k
$81,490
Desktop PublishersOffice and Administrative Support · 43-9031
58↑ saferAI replace? Partly.
AI does 38%AI helps 52%Needs a human 10%
20372034–2044
3k
$55,290
Tax PreparersBusiness and Financial Operations · 13-2082
58↑ saferAI replace? Partly.
AI does 32%AI helps 68%Needs a human 0%
20382035–2044
76k
$54,920
Database AdministratorsComputer and Mathematical · 15-1242
58↑ saferAI replace? Partly.
AI does 24%AI helps 71%Needs a human 5%
20362033–2042
70k
$104,620
Software Quality Assurance Analysts and TestersComputer and Mathematical · 15-1253
58↑ saferAI replace? Partly.
AI does 35%AI helps 57%Needs a human 8%
20362033–2042
187k
$104,300
Securities, Commodities, and Financial Services Sales AgentsSales and Related · 41-3031
58↑ saferAI replace? Partly.
AI does 36%AI helps 59%Needs a human 5%
20372034–2043
490k
$78,660
Online MerchantsBusiness and Financial Operations · 13-1199.06
58↑ saferAI replace? Partly.
AI does 39%AI helps 45%Needs a human 16%
20372035–2045
1.1M
$83,050
Insurance Claims and Policy Processing ClerksOffice and Administrative Support · 43-9041
58↑ saferAI replace? Partly.
AI does 17%AI helps 83%Needs a human 0%
20382035–2045
214k
$49,230
Database ArchitectsComputer and Mathematical · 15-1243
58↑ saferAI replace? Partly.
AI does 32%AI helps 63%Needs a human 5%
20362033–2042
67k
$139,500
Order ClerksOffice and Administrative Support · 43-4151
59↑ saferAI replace? Partly.
AI does 16%AI helps 78%Needs a human 6%
20382035–2044
75k
$46,170
Sales Representatives, Wholesale and Manufacturing, Technical and Scientific ProductsSales and Related · 41-4011
59↑ saferAI replace? Partly.
AI does 36%AI helps 50%Needs a human 14%
20372034–2044
285k
$104,920
Computer Systems AnalystsComputer and Mathematical · 15-1211
59↑ saferAI replace? Partly.
AI does 42%AI helps 46%Needs a human 12%
20362033–2042
520k
$105,850
Information Security AnalystsComputer and Mathematical · 15-1212
59↑ saferAI replace? Partly.
AI does 36%AI helps 56%Needs a human 8%
20362033–2043
191k
$129,180
Correspondence ClerksOffice and Administrative Support · 43-4021
59↑ saferAI replace? Partly.
AI does 24%AI helps 64%Needs a human 12%
20382035–2045
4k
$46,800
Document Management SpecialistsComputer and Mathematical · 15-1299.03
59↑ saferAI replace? Partly.
AI does 17%AI helps 73%Needs a human 10%
20362033–2043
435k
$116,580
Personal Financial AdvisorsBusiness and Financial Operations · 13-2052
59↑ saferAI replace? Partly.
AI does 35%AI helps 41%Needs a human 24%
20372035–2044
267k
$105,070
Switchboard Operators, Including Answering ServiceOffice and Administrative Support · 43-2011
59↑ saferAI replace? Partly.
AI does 23%AI helps 62%Needs a human 15%
20382035–2045
34k
$38,630
Human Resources Assistants, Except Payroll and TimekeepingOffice and Administrative Support · 43-4161
59↑ saferAI replace? Partly.
AI does 40%AI helps 51%Needs a human 9%
20382035–2045
90k
$50,610
Financial Quantitative AnalystsBusiness and Financial Operations · 13-2099.01
60↑ saferAI replace? A little.
AI does 22%AI helps 68%Needs a human 10%
20372035–2044
132k
$81,100
Reservation and Transportation Ticket Agents and Travel ClerksOffice and Administrative Support · 43-4181
60↑ saferAI replace? A little.
AI does 27%AI helps 52%Needs a human 21%
20382035–2045
119k
$44,390
Telephone OperatorsOffice and Administrative Support · 43-2021
60↑ saferAI replace? A little.
AI does 0%AI helps 92%Needs a human 8%
20382035–2045
3k
$41,740
Web AdministratorsComputer and Mathematical · 15-1299.01
60↑ saferAI replace? A little.
AI does 26%AI helps 64%Needs a human 10%
20362033–2043
435k
$116,580
EconomistsLife, Physical, and Social Science · 19-3011
60↑ saferAI replace? A little.
AI does 23%AI helps 56%Needs a human 21%
20392036–2046
18k
$124,720
Medical TranscriptionistsHealthcare Support · 31-9094
60↑ saferAI replace? A little.
AI does 27%AI helps 66%Needs a human 7%
20462043–2053
42k
$40,410
Credit CounselorsBusiness and Financial Operations · 13-2071
60↑ saferAI replace? A little.
AI does 16%AI helps 81%Needs a human 3%
20382035–2045
28k
$52,230
Receptionists and Information ClerksOffice and Administrative Support · 43-4171
60↑ saferAI replace? A little.
AI does 40%AI helps 37%Needs a human 23%
20382035–2047
910k
$38,010
MathematiciansComputer and Mathematical · 15-2021
60↑ saferAI replace? A little.
AI does 18%AI helps 78%Needs a human 4%
20362033–2043
2k
$126,710
Bookkeeping, Accounting, and Auditing ClerksOffice and Administrative Support · 43-3031
60↑ saferAI replace? A little.
AI does 18%AI helps 69%Needs a human 13%
20382035–2046
1.4M
$50,670
StatisticiansComputer and Mathematical · 15-2041
60↑ saferAI replace? A little.
AI does 23%AI helps 71%Needs a human 6%
20362033–2043
29k
$105,650
Bill and Account CollectorsOffice and Administrative Support · 43-3011
60↑ saferAI replace? A little.
AI does 24%AI helps 76%Needs a human 0%
20382035–2045
159k
$47,030
Investment Fund ManagersManagement · 11-3031.03
61↑ saferAI replace? A little.
AI does 14%AI helps 80%Needs a human 6%
20382035–2045
842k
$166,570
Interviewers, Except Eligibility and LoanOffice and Administrative Support · 43-4111
61↑ saferAI replace? A little.
AI does 26%AI helps 65%Needs a human 9%
20382035–2045
148k
$45,920