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.
Gambling Surveillance Officers and Gambling InvestigatorsProtective Service · 33-9031
72↑ saferAI replace? A little.
AI does 0%AI helps 54%Needs a human 46%
20452041–2055
10k
$43,370
Funeral Home ManagersManagement · 11-9171
72↑ saferAI replace? A little.
AI does 2%AI helps 57%Needs a human 41%
20412036–2050
14k
$78,790
Environmental Engineering Technologists and TechniciansArchitecture and Engineering · 17-3025
72↑ saferAI replace? A little.
AI does 0%AI helps 51%Needs a human 49%
20442038–2059
12k
$59,920
Probation Officers and Correctional Treatment SpecialistsCommunity and Social Service · 21-1092
72↑ saferAI replace? A little.
AI does 0%AI helps 39%Needs a human 61%
20412037–2052
89k
$66,270
First-Line Supervisors of Material-Moving Machine and Vehicle OperatorsTransportation and Material Moving · 53-1043
72↑ saferAI replace? A little.
AI does 0%AI helps 47%Needs a human 53%
20482043–2060
624k
$62,890
Environmental Compliance InspectorsBusiness and Financial Operations · 13-1041.01
72↑ saferAI replace? A little.
AI does 0%AI helps 53%Needs a human 47%
20422036–2054
417k
$80,730
Substance Abuse and Behavioral Disorder CounselorsCommunity and Social Service · 21-1011
72↑ saferAI replace? A little.
AI does 4%AI helps 43%Needs a human 53%
20412036–2050
492k
$59,350
Environmental Restoration PlannersLife, Physical, and Social Science · 19-2041.02
73↑ saferAI replace? A little.
AI does 0%AI helps 73%Needs a human 27%
20432038–2053
89k
$82,220
Speech-Language PathologistsHealthcare Practitioners and Technical · 29-1127
73↑ saferAI replace? A little.
AI does 0%AI helps 53%Needs a human 47%
20452040–2055
183k
$97,870
Electrical and Electronic Engineering Technologists and TechniciansArchitecture and Engineering · 17-3023
73↑ saferAI replace? A little.
AI does 2%AI helps 46%Needs a human 52%
20442038–2059
95k
$78,190
Demonstrators and Product PromotersSales and Related · 41-9011
73↑ saferAI replace? A little.
AI does 10%AI helps 24%Needs a human 66%
20422036–2058
65k
$39,320
NeuropsychologistsLife, Physical, and Social Science · 19-3039.02
73↑ saferAI replace? A little.
AI does 6%AI helps 29%Needs a human 65%
20412037–2051
19k
$110,840
Self-Enrichment TeachersEducational Instruction and Library · 25-3021
73↑ saferAI replace? A little.
AI does 13%AI helps 21%Needs a human 66%
20402035–2052
332k
$46,800
Obstetricians and GynecologistsHealthcare Practitioners and Technical · 29-1218
73↑ saferAI replace? A little.
AI does 9%AI helps 33%Needs a human 58%
20462041–2060
21k
$292,910
BiologistsLife, Physical, and Social Science · 19-1029.04
73↑ saferAI replace? A little.
AI does 0%AI helps 42%Needs a human 58%
20442038–2058
56k
$98,920
Power Plant OperatorsProduction · 51-8013
73↑ saferAI replace? A little.
AI does 5%AI helps 53%Needs a human 42%
20532046–2060+
29k
$102,040
Energy AuditorsConstruction and Extraction · 47-4011.01
73↑ saferAI replace? A little.
AI does 0%AI helps 56%Needs a human 44%
20532047–2060+
147k
$74,690
First-Line Supervisors of Housekeeping and Janitorial WorkersBuilding and Grounds Cleaning and Maintenance · 37-1011
73↑ saferAI replace? A little.
AI does 3%AI helps 46%Needs a human 51%
20512045–2060+
179k
$49,100
Career/Technical Education Teachers, Middle SchoolEducational Instruction and Library · 25-2023
73↑ saferAI replace? A little.
AI does 7%AI helps 30%Needs a human 63%
20402035–2053
17k
$65,030
Biomass Power Plant ManagersManagement · 11-3051.04
73↑ saferAI replace? A little.
AI does 6%AI helps 43%Needs a human 51%
20422037–2054
246k
$126,060
Customs and Border Protection OfficersProtective Service · 33-3051.04
73↑ saferAI replace? A little.
AI does 0%AI helps 52%Needs a human 48%
20472041–2060+
671k
$76,210
Mental Health CounselorsCommunity and Social Service · 21-1014
73↑ saferAI replace? A little.
AI does 0%AI helps 39%Needs a human 61%
20412036–2050
492k
$59,350
Private Detectives and InvestigatorsProtective Service · 33-9021
73↑ saferAI replace? A little.
AI does 0%AI helps 50%Needs a human 50%
20462041–2059
36k
$51,220
Financial ExaminersBusiness and Financial Operations · 13-2061
73↑ saferAI replace? A little.
AI does 5%AI helps 44%Needs a human 51%
20402036–2050
68k
$94,160
Security Management SpecialistsBusiness and Financial Operations · 13-1199.07
73↑ saferAI replace? A little.
AI does 4%AI helps 42%Needs a human 54%
20412036–2053
1.1M
$83,050
Biofuels/Biodiesel Technology and Product Development ManagersManagement · 11-9041.01
73↑ saferAI replace? A little.
AI does 0%AI helps 38%Needs a human 62%
20422037–2054
220k
$171,270
Materials EngineersArchitecture and Engineering · 17-2131
73↑ saferAI replace? A little.
AI does 0%AI helps 51%Needs a human 49%
20412037–2051
23k
$112,860
Clinical NeuropsychologistsLife, Physical, and Social Science · 19-3039.03
73↑ saferAI replace? A little.
AI does 5%AI helps 30%Needs a human 65%
20412037–2051
19k
$110,840
Zoologists and Wildlife BiologistsLife, Physical, and Social Science · 19-1023
73↑ saferAI replace? A little.
AI does 12%AI helps 18%Needs a human 70%
20442038–2059
18k
$76,780
First-Line Supervisors of Mechanics, Installers, and RepairersInstallation, Maintenance, and Repair · 49-1011
73↑ saferAI replace? A little.
AI does 5%AI helps 41%Needs a human 54%
20502045–2060+
618k
$79,860
Disc Jockeys, Except RadioArts, Design, Entertainment, Sports, and Media · 27-2091
73↑ saferAI replace? A little.
AI does 0%AI helps 41%Needs a human 59%
20412037–2053
8k
NeurologistsHealthcare Practitioners and Technical · 29-1217
73↑ saferAI replace? A little.
AI does 0%AI helps 60%Needs a human 40%
20462041–2059
11k
$248,560
Transportation EngineersArchitecture and Engineering · 17-2051.01
73↑ saferAI replace? A little.
AI does 0%AI helps 43%Needs a human 57%
20412037–2051
368k
$100,840
Government Property Inspectors and InvestigatorsBusiness and Financial Operations · 13-1041.04
73↑ saferAI replace? A little.
AI does 23%AI helps 8%Needs a human 69%
20422036–2057
417k
$80,730
Mechatronics EngineersArchitecture and Engineering · 17-2199.05
73↑ saferAI replace? A little.
AI does 0%AI helps 45%Needs a human 55%
20412037–2052
154k
$122,930
Marriage and Family TherapistsCommunity and Social Service · 21-1013
73↑ saferAI replace? A little.
AI does 0%AI helps 37%Needs a human 63%
20412036–2050
67k
$66,940
Special Education Teachers, Middle SchoolEducational Instruction and Library · 25-2057
73↑ saferAI replace? A little.
AI does 6%AI helps 29%Needs a human 65%
20392035–2051
95k
$66,810
Marine Engineers and Naval ArchitectsArchitecture and Engineering · 17-2121
73↑ saferAI replace? A little.
AI does 3%AI helps 37%Needs a human 60%
20412037–2052
8k
$112,230
ChiropractorsHealthcare Practitioners and Technical · 29-1011
73↑ saferAI replace? A little.
AI does 0%AI helps 51%Needs a human 49%
20472041–2060+
40k
$79,200
Travel GuidesPersonal Care and Service · 39-7012
73↑ saferAI replace? A little.
AI does 6%AI helps 46%Needs a human 48%
20482042–2060+
54k
$38,120
Set and Exhibit DesignersArts, Design, Entertainment, Sports, and Media · 27-1027
73↑ saferAI replace? A little.
AI does 0%AI helps 44%Needs a human 56%
20412037–2052
11k
$75,240
HydrologistsLife, Physical, and Social Science · 19-2043
73↑ saferAI replace? A little.
AI does 0%AI helps 50%Needs a human 50%
20432038–2054
6k
$96,600
Family Medicine PhysiciansHealthcare Practitioners and Technical · 29-1215
73↑ saferAI replace? A little.
AI does 0%AI helps 44%Needs a human 56%
20452041–2058
108k
$244,180
Civil EngineersArchitecture and Engineering · 17-2051
73↑ saferAI replace? A little.
AI does 0%AI helps 59%Needs a human 41%
20422037–2052
368k
$100,840
Facilities ManagersManagement · 11-3013
73↑ saferAI replace? A little.
AI does 0%AI helps 57%Needs a human 43%
20422036–2051
156k
$106,660
ClergyCommunity and Social Service · 21-2011
73↑ saferAI replace? A little.
AI does 11%AI helps 14%Needs a human 75%
20402036–2050
57k
$60,810
SurveyorsArchitecture and Engineering · 17-1022
73↑ saferAI replace? A little.
AI does 0%AI helps 54%Needs a human 46%
20432038–2057
51k
$75,440
Quality Control AnalystsLife, Physical, and Social Science · 19-4099.01
73↑ saferAI replace? A little.
AI does 5%AI helps 45%Needs a human 50%
20442038–2059
74k
$62,280
Geothermal Production ManagersManagement · 11-3051.02
73↑ saferAI replace? A little.
AI does 0%AI helps 52%Needs a human 48%
20422037–2053
246k
$126,060
Clinical Nurse SpecialistsHealthcare Practitioners and Technical · 29-1141.04
73↑ saferAI replace? A little.
AI does 2%AI helps 37%Needs a human 61%
20452041–2056
3.4M
$97,550