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AI exposure Transportation and material moving

Will AI replace flight attendants?

Flight Attendants. US occupation 53-2031.

9.1%

of the time flight attendants spend on their work goes on tasks where AI is already being used to do that work.of flight attendants' working hours go on tasks AI has already started taking off their plate.

Ranked 197 of 756 US occupations. More exposed than 73% of them.Further along than 73% of them.

Average US job 7.7%

Well above the typical job.Ahead of most of the workforce.

What AI already does for flight attendantsWhat flight attendants no longer do alone

O*NET lists 24 tasks for flight attendants. AI use at work shows up in 1 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.

  1. Answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.Core task mostly automated 1.00

What it does not touch, yetWhat still needs a human

23 of the 24 tasks show no AI use at work in the data.

  • Administer first aid to passengers in distress.Core task
  • Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets.Core task
  • Announce flight delays and descent preparations.Core task
  • Assist passengers entering or disembarking the aircraft.Core task
  • Assist passengers in placing carry-on luggage in overhead, garment, or under-seat storage.Core task
  • Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers.Core task
Show the other 17
  • Check to ensure that food, beverages, blankets, reading material, emergency equipment, and other supplies are aboard and are in adequate supply.Core task
  • Collect money for meals and beverages.Core task
  • Conduct periodic trips through the cabin to ensure passenger comfort and to distribute reading material, headphones, pillows, playing cards, and blankets.Core task
  • Direct and assist passengers in emergency procedures, such as evacuating a plane following an emergency landing.Core task
  • Greet passengers boarding aircraft and direct them to assigned seats.Core task
  • Heat and serve prepared foods.Core task
  • Inspect and clean cabins, checking for any problems and making sure that cabins are in order.Core task
  • Inspect passenger tickets to verify information and to obtain destination information.Core task
  • Monitor passenger behavior to identify threats to the safety of the crew and other passengers.Core task
  • Operate audio and video systems.Core task
  • Prepare passengers and aircraft for landing, following procedures.Core task
  • Prepare reports showing places of departure and destination, passenger ticket numbers, meal and beverage inventories, the conditions of cabin equipment, and any problems encountered by passengers.Core task
  • Reassure passengers when situations, such as turbulence, are encountered.Core task
  • Verify that first aid kits and other emergency equipment, including fire extinguishers and oxygen bottles, are in working order.Core task
  • Walk aisles of planes to verify that passengers have complied with federal regulations prior to takeoffs and landings.Core task
  • Sell alcoholic beverages to passengers.
  • Take inventory of headsets, alcoholic beverages, and money collected.

How that compares

Among the 44 transportation and material moving occupations, flight attendants rank 2. The group averages 0.6%, and its most exposed job is Passenger Attendants at 11.7%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Just above in the ranking

  1. 193Veterinarians 9.3%
  2. 195Healthcare Social Workers 9.2%
  3. 195Producers and Directors 9.2%

Just below

  1. 198Pharmacists 9.0%
  2. 199Electrical and Electronics Drafters 8.9%
  3. 200Cashiers 8.5%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.