Chief Inspector
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Skip to main content
Public Services & Government
161 careers in Public Services & Government, ranked safest first: the career with the lowest AI exposure score, meaning the smallest share of its day-to-day work AI can already do, is at the top. For 35 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.
Public Services & Government at a glance
MOAT CLASSIFIED126 of 161 total
NO MOAT21
HAS A MOAT105
MOAT NOT YET CLASSIFIED35
MEDIAN AI EXPOSURE20 /100
Protective Service29 careers
Civil Enforcement Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Court Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Court Usher
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Detention Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Fire Service Crew Manager
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Firefighter
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST54%
NOT A FORECAST54%
THE DOOR · ENTRY DIFFICULTY TODAYC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Immigration Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Neighbourhood Warden
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Other Police Officers (Sergeant and Below)
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Police Community Support Officers
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Police Constable
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Prison Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →School Midday and Crossing Patrol Occupations
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Senior Officer in Prison Services
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Bailiff
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Chief Superintendent
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Chief, Deputy Chief and Assistant Chief Constables
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST78%
NOT A FORECAST78%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Crime Scene Investigator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Customs and Border Control Officers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Detective and Criminal Investigator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Fraud and Financial Crime Investigator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →MI5 and MI6 Intelligence Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Police Sergeant
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Private Investigator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Scene of Crime Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Senior Officer in Fire Services
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Senior Officer in Immigration Services
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Fire Safety Manager and Officer
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Management23 careers
Facilities Manager
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Councillor
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Facilities Coordinator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Housing Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Royal Marines Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Senior Public Service Official
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Bingo Hall Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Casino Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Charitable Organisation Manager and Director
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Clinical Governance and Information Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Funeral Services and Crematorium Managers and Proprietors
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Health Care Service Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Marina Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Medical and Health Care Practice Managers
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Nonprofit Programme Director
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Nonprofit Programme Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Residential Care Managers and Proprietors
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Residential, Day and Domiciliary Care Managers and Proprietors
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Sewage Works and Water Treatment Managers
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Social Services Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST72%
NOT A FORECAST72%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Watch Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Charity Administrator
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Healthcare Administrator
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Office & Administrative Support18 careers
Postal Delivery Workers
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Clerks to Governors
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Emergency Services Call Handlers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Local Government Benefits Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Local Government Business Support Assistants
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Local Government Housing Assistants
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Medical Secretary
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Meter Reader
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Municipal Clerk
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →National Government Benefits Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Operational Support Grades
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST93%
NOT A FORECAST93%
THE DOOR · ENTRY DIFFICULTY TODAYC
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Parish Clerk
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Passport Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Post Office Clerk
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Registrar of Births, Deaths, Marriages and Civil Partnerships
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Medical Administrators and Appointment Clerks
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Electoral Services Officer
55AI EXPOSURE TODAY55
20-YEAR SCENARIO
NOT A FORECAST93%
NOT A FORECAST93%
THE DOOR · ENTRY DIFFICULTY TODAYC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Local Government Customer Service Officer
68AI EXPOSURE TODAY68
20-YEAR SCENARIO
NOT A FORECAST95%
NOT A FORECAST95%
THE DOOR · ENTRY DIFFICULTY TODAYC
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Community & Social Service15 careers
Charity Worker
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Clergy
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Community Development Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Health Educator
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Health Promotion Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Health Trainer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Homelessness Officers and Support Workers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Independent Living Advisers and Officers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Job Centre Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Probation Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Probation Service Worker
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Public Health Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Welfare and Attendance Officers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Work Coach
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Work Placement Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Business & Financial Operations14 careers
Food Safety Inspector
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Grants Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Housing and Planning Inspectors
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Licensing Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Local Government Revenue Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →National Government Revenue Officers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Policy Advisor
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Policy Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →School Inspector
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Senior Officer in Revenue and Customs
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Trading Standards Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Union Officials
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Waste Management Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Policy Analyst
35AI EXPOSURE TODAY35
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Personal Care & Service7 careers
Foster Carer
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Funeral Directors and Undertakers
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST40%
NOT A FORECAST40%
THE DOOR · ENTRY DIFFICULTY TODAYA
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Event Stewards
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Gallery and Museum Attendants
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Bingo Callers and Assistants
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Crematorium and Funeral Assistants
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Residential Housing Warden
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Arts, Design, Entertainment, Sports & Media5 careers
Theatre Technicians
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Political Communications Specialist
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Public Affairs Consultant
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST52%
NOT A FORECAST52%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Stenographer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Theatre Production Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST60%
NOT A FORECAST60%
THE DOOR · ENTRY DIFFICULTY TODAYB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Life, Physical & Social Science3 careers
Asbestos Safety Officer
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Health and Safety Inspector
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Political Analyst
35AI EXPOSURE TODAY35
20-YEAR SCENARIO
NOT A FORECAST80%
NOT A FORECAST80%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Transportation & Material Moving3 careers
Coastguard
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Hospital Porter
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Traffic and Vehicle Examiners and Inspectors
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Healthcare Support2 careers
Independent Living Carers
6AI EXPOSURE TODAY6
20-YEAR SCENARIO
NOT A FORECAST51%
NOT A FORECAST51%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Transcription Specialist
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Sales & Related2 careers
Holiday Representatives
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Political Canvasser
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Building & Grounds Cleaning & Maintenance1 career
Grave Digger
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Education, Training & Library1 career
Museum and Heritage Assistants
19AI EXPOSURE TODAY19
20-YEAR SCENARIO
NOT A FORECAST64%
NOT A FORECAST64%
THE DOOR · ENTRY DIFFICULTY TODAYB
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →Construction & Extraction1 career
Building Control Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Architecture & Engineering1 career
Nuclear Safety Inspector
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Healthcare Practitioners & Technical1 career
Senior Officer in Ambulance Services
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST62%
NOT A FORECAST62%
THE DOOR · ENTRY DIFFICULTY TODAYB
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Uncategorised35 careers
These careers have no record in our AI outlook register, so there is no O*NET occupation code to group them by. Listed here rather than guessed into a category.
Undertakers, Mortuary and Crematorium Assistants
10AI EXPOSURE TODAY10
20-YEAR SCENARIO
NOT A FORECAST55%
NOT A FORECAST55%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Army Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Assembly Members and Members of Parliament
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Diplomat
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Diplomat and Foreign Office Official
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Event Steward
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Filing Clerk
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Houseparents and Residential Wardens
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Inspectors of Standards and Regulations
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Legislative Assistant
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Non-Commissioned Army Officers and Other Ranks
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Non-Commissioned Officers and Other Ranks
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Non-commissioned Royal Air Force Officers and Other Ranks
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Non-commissioned Royal Navy Officers and Other Ranks
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Officers in Armed Forces
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Officers of Non-Governmental Organisations
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Postal Workers, Mail Sorters and Messengers
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Prison Service Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Protective Service Associate Professionals
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Public Services Associate Professionals
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Royal Air Force Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Royal Marines Commandos
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Royal Navy Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Senior Police Officer
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Welfare and Housing Associate Professionals
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Welfare Professionals
20AI EXPOSURE TODAY20
20-YEAR SCENARIO
NOT A FORECAST65%
NOT A FORECAST65%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Fire Service Officers (Watch Manager and Below)
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Health and Safety Managers and Officers
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Health Care Practice Manager
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Health Services and Public Health Managers and Directors
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Managers and Proprietors in Other Services
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Waste Disposal and Environmental Services Managers
30AI EXPOSURE TODAY30
20-YEAR SCENARIO
NOT A FORECAST75%
NOT A FORECAST75%
THE DOOR · ENTRY DIFFICULTY TODAYB
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Local Government Administrative Occupations
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →National Government Administrative Occupations
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →Other Administrative Occupations
45AI EXPOSURE TODAY45
20-YEAR SCENARIO
NOT A FORECAST83%
NOT A FORECAST83%
THE DOOR · ENTRY DIFFICULTY TODAYC
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →