Agricultural and fishing trades
4AI USED FOR4%moving to49%
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 →Skip to main content
Careers that hold up
Careers where AI is used for the smallest share of the day-to-day work today, out of 1,840 scored. A low score is a measurement of now, not a promise about the future. Many careers share the same score, so these are grouped by score rather than ranked one by one. Within a score, order is alphabetical and means nothing.
Card colour is the moat, not the score: physical · regulatory · relational · none · not yet classified.
AI exposure 4showing 48 of 132 careers at this exact score
MOAT NOT YET CLASSIFIED
PHYSICAL MOAT
Air-conditioning and refrigeration installers and repairers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Aircraft maintenance and related trades
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Asbestos removers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Auto electricians
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Bicycle mechanics
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Bin cleaners
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Blind fitters
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Bricklayers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Builder's labourers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Builders
4AI USED FOR4%moving to49%
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 →REGULATORY MOAT
Building control surveyors
4AI USED FOR4%moving to44%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →PHYSICAL MOAT
Building maintenance operatives
4AI USED FOR4%moving to49%
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 →REGULATORY MOAT
Building Surveyor
4AI USED FOR4%moving to44%
THE DOOR, NOWB
THE DOOR, 20 YRSC
REGULATORY MOATThe law requires human oversight. That human could be you.
See the full card →PHYSICAL MOAT
Building/construction site supervisors
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Car Wash Worker
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Caretakers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Carpenter and joiner assistants
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Carpenter and joinery supervisors
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Carpenters
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Carpenters and joiners
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Carpet and linoleum fitters
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Carpet cleaners
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Carpet Fitter
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Ceiling fitters
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Chimney sweepers
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Cleaners and domestics
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Coal miners and quarry workers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Commercial cleaners
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Concrete operatives (concrete production)
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Construction and building trade supervisors
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Construction and building trades
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Construction electrician's assistants
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Construction operatives
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Demolition operatives
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Demolition supervisors
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Dishwasher
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Door fitters and makers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Drain cleaners
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Drainage operatives
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Dry cleaners and laundry workers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Dry liners
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Dry stone wallers
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Electric vehicle charging point installers
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Electrical and electronic trades
4AI USED FOR4%moving to49%
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 →PHYSICAL MOAT
Electrical service and maintenance mechanics and repairers
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Electricians and electrical fitters
4AI USED FOR4%moving to49%
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 →MOAT NOT YET CLASSIFIED
Elementary cleaning occupations
4AI USED FOR4%moving to49%
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 →