Distribution across 35 profiles.
Middle half of Flight Attendants score between 9% and 12%.
0%
50%
100%
p10 · 7%
12% · p90
Task breakdown by work type
On-screen work0%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen32%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person68%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Flight Attendant, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Monitoring cabin safety during the flight, including ensuring compliance with regulations, managing turbulence protocols, and responding to emergencies
deep expertisesocial element
29%AA
0%
Performing pre-flight and post-flight cabin checks, including verifying emergency equipment, restocking supplies, and ensuring the cabin is clean and ready for passengers
19%AA
16%
Assisting passengers with boarding and deplaning, including guiding them to their seats, helping with luggage storage, and addressing mobility needs
deep expertisesocial core
16%AA
3%
Communicating with the flight deck and ground crew, including relaying passenger concerns, coordinating during emergencies, and assisting with flight operations as needed
deep expertisesocial core
14%AD
5%
Serving food and beverages to passengers, including preparing meals, taking orders, and handling special dietary requests
8%AD
26%
Conducting pre-flight safety demonstrations, including showing passengers how to use seat belts, oxygen masks, and life vests
some context neededsocial core
7%AA
0%
Providing customer service, such as answering questions, resolving complaints, and offering assistance with travel-related needs (e.g., connecting flights, lost items)
4%AA
1%
TaskTimeTypeExposure
Serving food and beverages to passengers, including preparing meals, taking orders, and handling special dietary requests
28%AD
24%
Monitoring cabin safety during the flight, including ensuring compliance with regulations, managing turbulence protocols, and responding to emergencies
deep expertisesocial element
19%AA
7%
Providing customer service, such as answering questions, resolving complaints, and offering assistance with travel-related needs (e.g., connecting flights, lost items)
deep expertisesocial element
18%AA
6%
Conducting pre-flight safety demonstrations, including showing passengers how to use seat belts, oxygen masks, and life vests
some context neededsocial core
12%AA
0%
Assisting passengers with boarding and deplaning, including guiding them to their seats, helping with luggage storage, and addressing mobility needs
deep expertisesocial core
9%AA
2%
Communicating with the flight deck and ground crew, including relaying passenger concerns, coordinating during emergencies, and assisting with flight operations as needed
deep expertisesocial core
9%AD
4%
Performing pre-flight and post-flight cabin checks, including verifying emergency equipment, restocking supplies, and ensuring the cabin is clean and ready for passengers
2%AA
9%
TaskTimeTypeExposure
Serving food and beverages to passengers, including preparing meals, taking orders, and handling special dietary requests
34%AD
30%
Providing customer service, such as answering questions, resolving complaints, and offering assistance with travel-related needs (e.g., connecting flights, lost items)
deep expertisesocial element
23%AA
2%
Monitoring cabin safety during the flight, including ensuring compliance with regulations, managing turbulence protocols, and responding to emergencies
some context neededsocial core
17%AA
3%
Performing pre-flight and post-flight cabin checks, including verifying emergency equipment, restocking supplies, and ensuring the cabin is clean and ready for passengers
11%AA
18%
Conducting pre-flight safety demonstrations, including showing passengers how to use seat belts, oxygen masks, and life vests
some context neededsocial core
7%AA
4%
Communicating with the flight deck and ground crew, including relaying passenger concerns, coordinating during emergencies, and assisting with flight operations as needed
some context neededsocial core
4%AD
15%
Assisting passengers with boarding and deplaning, including guiding them to their seats, helping with luggage storage, and addressing mobility needs
deep expertisesocial core
1%AA
0%
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