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.
Library TechniciansEducational Instruction and Library · 25-4031
70↑ saferAI replace? A little.
AI does 10%AI helps 28%Needs a human 62%
20402035–2053
69k
$44,580
Radio Frequency Identification Device SpecialistsArchitecture and Engineering · 17-2072.01
70↑ saferAI replace? A little.
AI does 0%AI helps 62%Needs a human 38%
20422037–2053
97k
$130,220
Medical and Health Services ManagersManagement · 11-9111
70↑ saferAI replace? A little.
AI does 5%AI helps 50%Needs a human 45%
20412036–2050
597k
$123,860
Fundraising ManagersManagement · 11-2033
70↑ saferAI replace? A little.
AI does 5%AI helps 63%Needs a human 32%
20412036–2050
39k
$125,470
First-Line Supervisors of Entertainment and Recreation Workers, Except Gambling ServicesPersonal Care and Service · 39-1014
70↑ saferAI replace? A little.
AI does 12%AI helps 38%Needs a human 50%
20452041–2055
103k
$48,560
First-Line Supervisors of Production and Operating WorkersProduction · 51-1011
70↑ saferAI replace? A little.
AI does 0%AI helps 51%Needs a human 49%
20492044–2059
673k
$74,450
Arbitrators, Mediators, and ConciliatorsLegal · 23-1022
70↑ saferAI replace? A little.
AI does 6%AI helps 50%Needs a human 44%
20402036–2049
9k
$75,530
General Internal Medicine PhysiciansHealthcare Practitioners and Technical · 29-1216
70↑ saferAI replace? A little.
AI does 7%AI helps 52%Needs a human 41%
20452041–2055
67k
$256,560
TellersOffice and Administrative Support · 43-3071
70↑ saferAI replace? A little.
AI does 0%AI helps 60%Needs a human 40%
20422036–2058
329k
$43,030
Property, Real Estate, and Community Association ManagersManagement · 11-9141
70↑ saferAI replace? A little.
AI does 4%AI helps 65%Needs a human 31%
20412036–2051
311k
$69,990
Gambling ManagersManagement · 11-9071
70↑ saferAI replace? A little.
AI does 0%AI helps 71%Needs a human 29%
20412036–2050
5k
$93,220
FundraisersBusiness and Financial Operations · 13-1131
70↑ saferAI replace? A little.
AI does 3%AI helps 62%Needs a human 35%
20402036–2049
111k
$72,550
Dietitians and NutritionistsHealthcare Practitioners and Technical · 29-1031
70↑ saferAI replace? A little.
AI does 4%AI helps 53%Needs a human 43%
20452040–2055
78k
$76,400
Door-to-Door Sales Workers, News and Street Vendors, and Related WorkersSales and Related · 41-9091
70↑ saferAI replace? A little.
AI does 29%AI helps 11%Needs a human 60%
20412035–2056
3k
$41,380
Social and Community Service ManagersManagement · 11-9151
70↑ saferAI replace? A little.
AI does 13%AI helps 33%Needs a human 54%
20402036–2049
209k
$80,390
Aerospace EngineersArchitecture and Engineering · 17-2011
70↑ saferAI replace? A little.
AI does 8%AI helps 49%Needs a human 43%
20412036–2050
68k
$134,960
Audio and Video TechniciansArts, Design, Entertainment, Sports, and Media · 27-4011
70↑ saferAI replace? A little.
AI does 2%AI helps 55%Needs a human 43%
20422037–2054
70k
$58,100
Physicians, PathologistsHealthcare Practitioners and Technical · 29-1222
70↑ saferAI replace? A little.
AI does 15%AI helps 43%Needs a human 42%
20452040–2054
11k
$312,400
Environmental Scientists and Specialists, Including HealthLife, Physical, and Social Science · 19-2041
70↑ saferAI replace? A little.
AI does 6%AI helps 52%Needs a human 42%
20422038–2053
89k
$82,220
Environmental EngineersArchitecture and Engineering · 17-2081
70↑ saferAI replace? A little.
AI does 0%AI helps 65%Needs a human 35%
20412037–2051
38k
$107,110
Shipping, Receiving, and Inventory ClerksOffice and Administrative Support · 43-5071
70↑ saferAI replace? A little.
AI does 0%AI helps 61%Needs a human 39%
20422036–2056
817k
$45,260
Pharmacy AidesHealthcare Support · 31-9095
70↑ saferAI replace? A little.
AI does 11%AI helps 41%Needs a human 48%
20492044–2060+
40k
$37,680
ActuariesComputer and Mathematical · 15-2011
70↑ saferAI replace? A little.
AI does 0%AI helps 70%Needs a human 30%
20382034–2048
27k
$130,000
Mechanical Engineering Technologists and TechniciansArchitecture and Engineering · 17-3027
70↑ saferAI replace? A little.
AI does 13%AI helps 47%Needs a human 40%
20422037–2055
36k
$74,510
Postmasters and Mail SuperintendentsManagement · 11-9131
71↑ saferAI replace? A little.
AI does 10%AI helps 41%Needs a human 49%
20412036–2050
14k
$96,660
Manufacturing EngineersArchitecture and Engineering · 17-2112.03
71↑ saferAI replace? A little.
AI does 0%AI helps 51%Needs a human 49%
20402036–2050
366k
$102,440
Health and Safety Engineers, Except Mining Safety Engineers and InspectorsArchitecture and Engineering · 17-2111
71↑ saferAI replace? A little.
AI does 0%AI helps 58%Needs a human 42%
20412037–2051
21k
$115,160
Wind Energy Development ManagersManagement · 11-9199.10
71↑ saferAI replace? A little.
AI does 6%AI helps 59%Needs a human 35%
20412036–2050
622k
$141,900
Civil Engineering Technologists and TechniciansArchitecture and Engineering · 17-3022
71↑ saferAI replace? A little.
AI does 8%AI helps 52%Needs a human 40%
20422037–2053
69k
$64,950
Farm and Home Management EducatorsEducational Instruction and Library · 25-9021
71↑ saferAI replace? A little.
AI does 0%AI helps 39%Needs a human 61%
20392035–2051
8k
$60,220
Animal ScientistsLife, Physical, and Social Science · 19-1011
71↑ saferAI replace? A little.
AI does 0%AI helps 54%Needs a human 46%
20422037–2051
3k
$68,940
Buyers and Purchasing Agents, Farm ProductsBusiness and Financial Operations · 13-1021
71↑ saferAI replace? A little.
AI does 0%AI helps 67%Needs a human 33%
20412036–2051
491k
$77,710
Middle School Teachers, Except Special and Career/Technical EducationEducational Instruction and Library · 25-2022
71↑ saferAI replace? A little.
AI does 9%AI helps 37%Needs a human 54%
20382034–2049
620k
$64,370
Paralegals and Legal AssistantsLegal · 23-2011
71↑ saferAI replace? A little.
AI does 10%AI helps 38%Needs a human 52%
20402036–2050
393k
$62,890
ArchivistsEducational Instruction and Library · 25-4011
71↑ saferAI replace? A little.
AI does 3%AI helps 43%Needs a human 54%
20382035–2049
8k
$64,550
Clinical Research CoordinatorsManagement · 11-9121.01
71↑ saferAI replace? A little.
AI does 3%AI helps 68%Needs a human 29%
20412037–2052
109k
$167,220
Broadcast TechniciansArts, Design, Entertainment, Sports, and Media · 27-4012
71↑ saferAI replace? A little.
AI does 2%AI helps 56%Needs a human 42%
20432038–2055
21k
$59,570
Surveying and Mapping TechniciansArchitecture and Engineering · 17-3031
71↑ saferAI replace? A little.
AI does 0%AI helps 69%Needs a human 31%
20422037–2053
58k
$54,240
Supply Chain ManagersManagement · 11-3071.04
71↑ saferAI replace? A little.
AI does 0%AI helps 60%Needs a human 40%
20412036–2050
221k
$107,230
School PsychologistsLife, Physical, and Social Science · 19-3034
71↑ saferAI replace? A little.
AI does 8%AI helps 45%Needs a human 47%
20422037–2050
64k
$95,990
RadiologistsHealthcare Practitioners and Technical · 29-1224
71↑ saferAI replace? A little.
AI does 6%AI helps 51%Needs a human 43%
20452041–2056
27k
$420,860
File ClerksOffice and Administrative Support · 43-4071
71↑ saferAI replace? A little.
AI does 12%AI helps 22%Needs a human 66%
20422036–2059
73k
$43,600
Labor Relations SpecialistsBusiness and Financial Operations · 13-1075
71↑ saferAI replace? A little.
AI does 2%AI helps 72%Needs a human 26%
20412036–2049
65k
$95,420
Directors, Religious Activities and EducationCommunity and Social Service · 21-2021
71↑ saferAI replace? A little.
AI does 10%AI helps 45%Needs a human 45%
20402036–2049
22k
$52,100
Mining and Geological Engineers, Including Mining Safety EngineersArchitecture and Engineering · 17-2151
71↑ saferAI replace? A little.
AI does 0%AI helps 60%Needs a human 40%
20412037–2052
6k
$106,220
Education and Childcare Administrators, Preschool and DaycareManagement · 11-9031
71↑ saferAI replace? A little.
AI does 7%AI helps 44%Needs a human 49%
20402036–2050
74k
$59,300
Media Programming DirectorsArts, Design, Entertainment, Sports, and Media · 27-2012.03
71↑ saferAI replace? A little.
AI does 4%AI helps 64%Needs a human 32%
20412037–2051
143k
$90,360
Dietetic TechniciansHealthcare Practitioners and Technical · 29-2051
71↑ saferAI replace? A little.
AI does 9%AI helps 49%Needs a human 42%
20452041–2057
32k
$37,640
Security ManagersManagement · 11-3013.01
71↑ saferAI replace? A little.
AI does 4%AI helps 53%Needs a human 43%
20402036–2050
156k
$106,660
Airfield Operations SpecialistsTransportation and Material Moving · 53-2022
71↑ saferAI replace? A little.
AI does 3%AI helps 50%Needs a human 47%
20482043–2060+
15k
$56,850