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Public Services & Government

160 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 CLASSIFIED125 of 160 total
NO MOAT21
HAS A MOAT104
MOAT NOT YET CLASSIFIED35
MEDIAN AI EXPOSURE20 /100

Protective Service29 careers

Chief Inspector

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Civil Enforcement Officer

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Court Officer

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Court Usher

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Detention Officer

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Fire Service Crew Manager

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Firefighter

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to54%
THE DOOR, NOWC
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Immigration Officer

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Neighbourhood Warden

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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)

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Police Community Support Officers

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Police Constable

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWC
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Prison Officer

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Bailiff

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Chief Superintendent

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Chief, Deputy Chief and Assistant Chief Constables

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to78%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Crime Scene Investigator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Customs and Border Control Officers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Detective and Criminal Investigator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Fraud and Financial Crime Investigator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

MI5 and MI6 Intelligence Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Police Sergeant

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Private Investigator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Scene of Crime Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Senior Officer in Fire Services

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Senior Officer in Immigration Services

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Fire Safety Manager and Officer

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Management23 careers

Facilities Manager

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Councillor

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Facilities Coordinator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Housing Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Royal Marines Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Senior Public Service Official

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Bingo Hall Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Casino Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Charitable Organisation Manager and Director

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Clinical Governance and Information Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Funeral Services and Crematorium Managers and Proprietors

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Health Care Service Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Marina Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Medical and Health Care Practice Managers

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Nonprofit Program Director

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Nonprofit Program Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Residential Care Managers and Proprietors

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Residential, Day and Domiciliary Care Managers and Proprietors

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Sewage Works and Water Treatment Managers

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Social Services Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to72%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Watch Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Charity Administrator

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Healthcare Administrator

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Office & Administrative Support18 careers

Postal Delivery Workers

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Clerks to Governors

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Emergency Services Call Handlers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Local Government Benefits Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Local Government Business Support Assistants

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Local Government Housing Assistants

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Medical Secretary

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Meter Reader

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Municipal Clerk

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

National Government Benefits Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Operational Support Grades

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to93%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Parish Clerk

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Passport Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Post Office Clerk

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Registrar of Births, Deaths, Marriages and Civil Partnerships

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Medical Administrators and Appointment Clerks

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Election Analyst

55

Public Services & Government

AI IMPACT
AI USED FOR55%moving to93%
THE DOOR, NOWC
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Local Government Customer Service Officer

68

Public Services & Government

AI IMPACT
AI USED FOR68%moving to95%
THE DOOR, NOWC
THE DOOR, 20 YRSE
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Community & Social Service15 careers

Charity Worker

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Clergy

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Community Development Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Health Educator

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Health Promotion Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Health Trainer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Homelessness Officers and Support Workers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Independent Living Advisers and Officers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Job Centre Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Probation Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Probation Service Worker

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Public Health Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Welfare and Attendance Officers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Work Coach

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Work Placement Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Business & Financial Operations13 careers

Food Safety Inspector

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Grants Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Housing and Planning Inspectors

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Licensing Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Local Government Revenue Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

National Government Revenue Officers

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Policy Advisor

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

School Inspector

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Senior Officer in Revenue and Customs

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Trading Standards Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Union Officials

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Waste Management Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Policy Analyst

35

Public Services & Government

AI IMPACT
AI USED FOR35%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Personal Care & Service7 careers

Foster Carer

6

Public Services & Government

AI IMPACT
AI USED FOR6%moving to51%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Funeral Directors and Undertakers

10

Public Services & Government

AI IMPACT
AI USED FOR10%moving to40%
THE DOOR, NOWA
THE DOOR, 20 YRSB
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Event Stewards

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Gallery and Museum Attendants

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Bingo Callers and Assistants

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Crematorium and Funeral Assistants

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Residential Housing Warden

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Political Communications Specialist

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Public Affairs Consultant

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to52%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →

Stenographer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Theatre Production Manager

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Health and Safety Inspector

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Political Analyst

35

Public Services & Government

AI IMPACT
AI USED FOR35%moving to80%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Transportation & Material Moving3 careers

Coastguard

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Hospital Porter

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Healthcare Support2 careers

Independent Living Carers

6

Public Services & Government

AI IMPACT
AI USED FOR6%moving to51%
THE DOOR, NOWB
THE DOOR, 20 YRSC
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
See the full card →

Transcription Specialist

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Sales & Related2 careers

Holiday Representatives

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Political Canvasser

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

Building & Grounds Cleaning & Maintenance1 career

Grave Digger

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

19

Public Services & Government

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Architecture & Engineering1 career

Nuclear Safety Inspector

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →

Healthcare Practitioners & Technical1 career

Senior Officer in Ambulance Services

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to62%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

10

Public Services & Government

AI IMPACT
AI USED FOR10%moving to55%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Army Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Diplomat

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Event Steward

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Filing Clerk

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Legislative Assistant

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Prison Service Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Royal Marines Commandos

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Royal Navy Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Senior Police Officer

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Welfare Professionals

20

Public Services & Government

AI IMPACT
AI USED FOR20%moving to65%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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)

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

30

Public Services & Government

AI IMPACT
AI USED FOR30%moving to75%
THE DOOR, NOWB
THE DOOR, 20 YRSD
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

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
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

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →

Other Administrative Occupations

45

Public Services & Government

AI IMPACT
AI USED FOR45%moving to83%
THE DOOR, NOWC
THE DOOR, 20 YRSE
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
See the full card →