Educational Consultant
25AI CAN DO25%moving to57%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →General Studies
19 careers in General Studies, 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 7 of them the moat, what structurally protects the job, has not been classified yet; their cards say so rather than guessing.
General Studies at a glance
MOAT CLASSIFIED12 of 19 total
NO MOAT6
HAS A MOAT6
MOAT NOT YET CLASSIFIED7
MEDIAN AI EXPOSURE25 /100
Business & Financial Operations3
Event Planner
25AI CAN DO25%moving to57%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Human Resources Generalist
25AI CAN DO25%moving to67%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Office & Administrative Support3
Parish Clerk
25AI CAN DO25%moving to70%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Typist
25AI CAN DO25%moving to70%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Reprographics Assistant
25AI CAN DO25%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 →Life, Physical & Social Science2
Research Assistant
25AI CAN DO25%moving to70%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Other Researchers, Unspecified Discipline
25AI CAN DO25%moving to70%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Production1
Routine Inspectors and Testers
19AI CAN DO19%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 →Arts, Design, Entertainment, Sports & Media1
Public Relations Officer
25AI CAN DO25%moving to57%
THE DOOR, NOWB
THE DOOR, 20 YRSC
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
See the full card →Management1
Research Coordinator
25AI CAN DO25%moving to67%
THE DOOR, NOWB
THE DOOR, 20 YRSD
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →Personal Care & Service1
Arcade Attendant
25AI CAN DO25%moving to70%
THE DOOR, NOWB
THE DOOR, 20 YRSD
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →Uncategorised7
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.
Typists and Related Keyboard Occupations
25AI CAN DO25%moving to70%
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 →Office Junior
25AI CAN DO25%moving to70%
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 →Clairvoyants, Mediums and Astrologers
25AI CAN DO25%moving to70%
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 →Other Elementary Service Occupations
25AI CAN DO25%moving to70%
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 →Other Natural and Social Science Professionals
40AI CAN DO40%moving to78%
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 →Admin Assistant
45AI CAN DO45%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 →Philosophical Analyst
60AI CAN DO60%moving to95%
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 →