Every job we score · release 2026-Q4
Every job, ranked by how much still needs a human.
Scores run 0 to 100: 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.
Insurance Sales AgentsSales and Related · 41-3021
64↑ saferAI replace? A little.
AI does 12%AI helps 68%Needs a human 20%
20382035–2046
479k
$62,280
Freight ForwardersOffice and Administrative Support · 43-5011.01
64↑ saferAI replace? A little.
AI does 6%AI helps 87%Needs a human 7%
20392035–2046
98k
$52,260
Executive Secretaries and Executive Administrative AssistantsOffice and Administrative Support · 43-6011
64↑ saferAI replace? A little.
AI does 20%AI helps 54%Needs a human 26%
20382035–2046
460k
$76,590
Special Effects Artists and AnimatorsArts, Design, Entertainment, Sports, and Media · 27-1014
64↑ saferAI replace? A little.
AI does 3%AI helps 87%Needs a human 10%
20402036–2048
20k
$102,030
ConciergesPersonal Care and Service · 39-6012
64↑ saferAI replace? A little.
AI does 31%AI helps 33%Needs a human 36%
20442041–2054
49k
$38,950
Real Estate BrokersSales and Related · 41-9021
64↑ saferAI replace? A little.
AI does 7%AI helps 77%Needs a human 16%
20382034–2046
46k
$73,220
Logistics AnalystsBusiness and Financial Operations · 13-1081.02
64↑ saferAI replace? A little.
AI does 9%AI helps 87%Needs a human 4%
20392035–2047
251k
$82,320
Public Safety TelecommunicatorsOffice and Administrative Support · 43-5031
64↑ saferAI replace? A little.
AI does 6%AI helps 77%Needs a human 17%
20392035–2047
103k
$53,040
Computer Network ArchitectsComputer and Mathematical · 15-1241
64↑ saferAI replace? A little.
AI does 19%AI helps 56%Needs a human 25%
20372034–2044
180k
$134,050
Insurance Appraisers, Auto DamageBusiness and Financial Operations · 13-1032
64↑ saferAI replace? A little.
AI does 0%AI helps 84%Needs a human 16%
20402036–2048
12k
$78,240
Philosophy and Religion Teachers, PostsecondaryEducational Instruction and Library · 25-1126
64↑ saferAI replace? A little.
AI does 8%AI helps 55%Needs a human 37%
20362034–2044
20k
$80,260
Advertising Sales AgentsSales and Related · 41-3011
64↑ saferAI replace? A little.
AI does 14%AI helps 68%Needs a human 18%
20382035–2045
92k
$64,820
Sales EngineersSales and Related · 41-9031
64↑ saferAI replace? A little.
AI does 14%AI helps 55%Needs a human 31%
20372034–2045
52k
$124,900
Solar Sales Representatives and AssessorsSales and Related · 41-4011.07
64↑ saferAI replace? A little.
AI does 8%AI helps 79%Needs a human 13%
20392035–2047
285k
$104,920
Political Science Teachers, PostsecondaryEducational Instruction and Library · 25-1065
64↑ saferAI replace? A little.
AI does 10%AI helps 47%Needs a human 43%
20372034–2045
17k
$98,070
Credit AnalystsBusiness and Financial Operations · 13-2041
64↑ saferAI replace? A little.
AI does 0%AI helps 95%Needs a human 5%
20392035–2047
64k
$83,510
Court, Municipal, and License ClerksOffice and Administrative Support · 43-4031
65↑ saferAI replace? A little.
AI does 5%AI helps 79%Needs a human 16%
20392035–2048
180k
$48,700
Counter and Rental ClerksSales and Related · 41-2021
65↑ saferAI replace? A little.
AI does 25%AI helps 40%Needs a human 35%
20382035–2049
401k
$41,300
Logistics EngineersBusiness and Financial Operations · 13-1081.01
65↑ saferAI replace? A little.
AI does 18%AI helps 69%Needs a human 13%
20392035–2047
251k
$82,320
Area, Ethnic, and Cultural Studies Teachers, PostsecondaryEducational Instruction and Library · 25-1062
65↑ saferAI replace? A little.
AI does 8%AI helps 47%Needs a human 45%
20372034–2045
11k
$85,020
Title Examiners, Abstractors, and SearchersLegal · 23-2093
65↑ saferAI replace? A little.
AI does 0%AI helps 89%Needs a human 11%
20402036–2047
49k
$58,650
Mathematical Science Teachers, PostsecondaryEducational Instruction and Library · 25-1022
65↑ saferAI replace? A little.
AI does 6%AI helps 58%Needs a human 36%
20372034–2045
48k
$79,940
Cartographers and PhotogrammetristsArchitecture and Engineering · 17-1021
65↑ saferAI replace? A little.
AI does 11%AI helps 86%Needs a human 3%
20402036–2048
14k
$81,390
Office Clerks, GeneralOffice and Administrative Support · 43-9061
65↑ saferAI replace? A little.
AI does 29%AI helps 13%Needs a human 58%
20402035–2053
2.5M
$45,010
Training and Development SpecialistsBusiness and Financial Operations · 13-1151
65↑ saferAI replace? A little.
AI does 23%AI helps 47%Needs a human 30%
20382035–2047
458k
$69,280
Real Estate Sales AgentsSales and Related · 41-9022
65↑ saferAI replace? A little.
AI does 19%AI helps 48%Needs a human 33%
20382035–2046
193k
$52,830
Communications Teachers, PostsecondaryEducational Instruction and Library · 25-1122
65↑ saferAI replace? A little.
AI does 14%AI helps 42%Needs a human 44%
20372034–2045
29k
$78,580
HistoriansLife, Physical, and Social Science · 19-3093
65↑ saferAI replace? A little.
AI does 0%AI helps 78%Needs a human 22%
20402037–2049
3k
$76,750
Regulatory Affairs SpecialistsBusiness and Financial Operations · 13-1041.07
65↑ saferAI replace? A little.
AI does 9%AI helps 75%Needs a human 16%
20392035–2047
417k
$80,730
Telecommunications Engineering SpecialistsComputer and Mathematical · 15-1241.01
65↑ saferAI replace? A little.
AI does 14%AI helps 57%Needs a human 29%
20372034–2046
180k
$134,050
BiostatisticiansComputer and Mathematical · 15-2041.01
65↑ saferAI replace? A little.
AI does 8%AI helps 71%Needs a human 21%
20372034–2045
29k
$105,650
Atmospheric, Earth, Marine, and Space Sciences Teachers, PostsecondaryEducational Instruction and Library · 25-1051
65↑ saferAI replace? A little.
AI does 8%AI helps 54%Needs a human 38%
20372034–2046
10k
$103,170
Regulatory Affairs ManagersManagement · 11-9199.01
65↑ saferAI replace? A little.
AI does 15%AI helps 63%Needs a human 22%
20402036–2048
622k
$141,900
History Teachers, PostsecondaryEducational Instruction and Library · 25-1125
65↑ saferAI replace? A little.
AI does 4%AI helps 55%Needs a human 41%
20372034–2045
19k
$83,820
Health Informatics SpecialistsComputer and Mathematical · 15-1211.01
65↑ saferAI replace? A little.
AI does 12%AI helps 65%Needs a human 23%
20372034–2045
520k
$105,850
News Analysts, Reporters, and JournalistsArts, Design, Entertainment, Sports, and Media · 27-3023
65↑ saferAI replace? A little.
AI does 14%AI helps 56%Needs a human 30%
20392036–2048
39k
$62,200
Appraisers and Assessors of Real EstateBusiness and Financial Operations · 13-2023
65↑ saferAI replace? A little.
AI does 14%AI helps 61%Needs a human 25%
20392035–2048
57k
$67,960
Budget AnalystsBusiness and Financial Operations · 13-2031
65↑ saferAI replace? A little.
AI does 0%AI helps 81%Needs a human 19%
20392035–2048
47k
$91,640
Genetic CounselorsHealthcare Practitioners and Technical · 29-9092
66↑ saferAI replace? A little.
AI does 5%AI helps 70%Needs a human 25%
20432040–2051
4k
$100,040
TutorsEducational Instruction and Library · 25-3041
66↑ saferAI replace? A little.
AI does 14%AI helps 49%Needs a human 37%
20372034–2046
175k
$43,350
Information Security EngineersComputer and Mathematical · 15-1299.05
66↑ saferAI replace? A little.
AI does 0%AI helps 95%Needs a human 5%
20382034–2046
435k
$116,580
Library Science Teachers, PostsecondaryEducational Instruction and Library · 25-1082
66↑ saferAI replace? A little.
AI does 7%AI helps 54%Needs a human 39%
20372034–2045
4k
$80,340
New Accounts ClerksOffice and Administrative Support · 43-4141
66↑ saferAI replace? A little.
AI does 0%AI helps 73%Needs a human 27%
20402036–2050
37k
$47,670
Hotel, Motel, and Resort Desk ClerksOffice and Administrative Support · 43-4081
66↑ saferAI replace? A little.
AI does 11%AI helps 58%Needs a human 31%
20392035–2049
261k
$35,070
Blockchain EngineersComputer and Mathematical · 15-1299.07
66↑ saferAI replace? A little.
AI does 0%AI helps 81%Needs a human 19%
20382034–2046
435k
$116,580
Computer Science Teachers, PostsecondaryEducational Instruction and Library · 25-1021
66↑ saferAI replace? A little.
AI does 6%AI helps 46%Needs a human 48%
20372034–2045
35k
$96,980
Criminal Justice and Law Enforcement Teachers, PostsecondaryEducational Instruction and Library · 25-1111
66↑ saferAI replace? A little.
AI does 6%AI helps 52%Needs a human 42%
20372034–2045
13k
$76,590
Air Traffic ControllersTransportation and Material Moving · 53-2021
66↑ saferAI replace? A little.
AI does 0%AI helps 91%Needs a human 9%
20462042–2054
23k
$148,080
Project Management SpecialistsBusiness and Financial Operations · 13-1082
66↑ saferAI replace? A little.
AI does 10%AI helps 65%Needs a human 25%
20392035–2047
1.1M
$102,320
Environmental EconomistsLife, Physical, and Social Science · 19-3011.01
66↑ saferAI replace? A little.
AI does 13%AI helps 71%Needs a human 16%
20412037–2049
18k
$124,720