Personnel Navigant Commercial
Transport et ManutentionExposition à l'IA
- Source des données: BLSPublié: 2026-08
Élevée· relative
FaibleQuatre bandes relativesTrès élevéeValeur par groupe professionnel
Échelle, base et source
Quatre bandes relatives (Faible / Modérée / Élevée / Très élevée)
831 métiers détaillés du tableau des projections d'emploi du BLS. La valeur est attribuée par code de la National Employment Matrix (NEM), si bien que les métiers partageant un code NEM reçoivent la même bande
- Source des données: AnthropicPublié: 2026-03
0.091
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.22
0.09Étendue des valeurs présentées ici0.70Valeur par groupe professionnel
Échelle, base et source
Indice d'exposition à l'IA générative, 0–1 tel que publié
Groupe de base CITP-08 — tous les métiers partageant le code reçoivent cette valeur
Calculé par ce site, non publié par l'OIT : sur les 1 012 professions que ce site relie au jeu de données de l'OIT, 81% atteignent ou dépassent cette valeur.
Quelle est la nature de la valeur publiée par cette source
La catégorie BLS est un rang relatif et non un niveau absolu, et ce n'est pas une mesure de première main : elle regroupe en quatre bandes les rangs centiles du métier dans plusieurs études publiées. Ce n'est ni une prévision d'emploi ou de salaire, ni une probabilité d'adoption, et elle ne distingue pas automatisation et augmentation.
Task-level exposure
Tâches exposées uniquement| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.53-2031 | 0.005076.9 | 0.0096100.0 |
Heat and serve prepared foods.53-2031 | 0.001523.1 | —0 |
| Not observed on any surface — 22 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Direct and assist passengers in emergency procedures, such as evacuating a plane following an emergency landing. | —0 | —0 |
Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets. | —0 | —0 |
Walk aisles of planes to verify that passengers have complied with federal regulations prior to takeoffs and landings. | —0 | —0 |
Verify that first aid kits and other emergency equipment, including fire extinguishers and oxygen bottles, are in working order. | —0 | —0 |
Administer first aid to passengers in distress. | —0 | —0 |
Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers. | —0 | —0 |
Prepare passengers and aircraft for landing, following procedures. | —0 | —0 |
Determine special assistance needs of passengers such as small children, the elderly, or disabled persons. | —0 | —0 |
Check to ensure that food, beverages, blankets, reading material, emergency equipment, and other supplies are aboard and are in adequate supply. | —0 | —0 |
Reassure passengers when situations such as turbulence are encountered. | —0 | —0 |
Announce flight delays and descent preparations. | —0 | —0 |
Inspect passenger tickets to verify information and to obtain destination information. | —0 | —0 |
Assist passengers entering or disembarking the aircraft. | —0 | —0 |
Inspect and clean cabins, checking for any problems and making sure that cabins are in order. | —0 | —0 |
Greet passengers boarding aircraft and direct them to assigned seats. | —0 | —0 |
Conduct periodic trips through the cabin to ensure passenger comfort and to distribute reading material, headphones, pillows, playing cards, and blankets. | —0 | —0 |
Take inventory of headsets, alcoholic beverages, and money collected. | —0 | —0 |
Operate audio and video systems. | —0 | —0 |
Assist passengers in placing carry-on luggage in overhead, garment, or under-seat storage. | —0 | —0 |
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. | —0 | —0 |
Collect money for meals and beverages. | —0 | —0 |
Sell alcoholic beverages to passengers. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Announce flight delays and descent preparations.O*NET Task ID 9646 | 1.0 |
Inspect passenger tickets to verify information and to obtain destination information.O*NET Task ID 9647 | 1.0 |
Take inventory of headsets, alcoholic beverages, and money collected.O*NET Task ID 9653 | 1.0 |
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.O*NET Task ID 9656 | 1.0 |
Answer passengers' questions about flights, aircraft, weather, travel routes and services, arrival times, or schedules.O*NET Task ID 9648 | 0.5 |
Direct and assist passengers in emergency procedures, such as evacuating a plane following an emergency landing.O*NET Task ID 9636 | 0.0 |
Announce and demonstrate safety and emergency procedures, such as the use of oxygen masks, seat belts, and life jackets.O*NET Task ID 9637 | 0.0 |
Walk aisles of planes to verify that passengers have complied with federal regulations prior to takeoffs and landings.O*NET Task ID 9638 | 0.0 |
Verify that first aid kits and other emergency equipment, including fire extinguishers and oxygen bottles, are in working order.O*NET Task ID 9639 | 0.0 |
Administer first aid to passengers in distress.O*NET Task ID 9640 | 0.0 |
Attend preflight briefings concerning weather, altitudes, routes, emergency procedures, crew coordination, lengths of flights, food and beverage services offered, and numbers of passengers.O*NET Task ID 9641 | 0.0 |
Prepare passengers and aircraft for landing, following procedures.O*NET Task ID 9642 | 0.0 |
Determine special assistance needs of passengers, such as small children, the elderly, or disabled persons.O*NET Task ID 9643 | 0.0 |
Check to ensure that food, beverages, blankets, reading material, emergency equipment, and other supplies are aboard and are in adequate supply.O*NET Task ID 9644 | 0.0 |
Reassure passengers when situations, such as turbulence, are encountered.O*NET Task ID 9645 | 0.0 |
Assist passengers entering or disembarking the aircraft.O*NET Task ID 9649 | 0.0 |
Inspect and clean cabins, checking for any problems and making sure that cabins are in order.O*NET Task ID 9650 | 0.0 |
Greet passengers boarding aircraft and direct them to assigned seats.O*NET Task ID 9651 | 0.0 |
Conduct periodic trips through the cabin to ensure passenger comfort and to distribute reading material, headphones, pillows, playing cards, and blankets.O*NET Task ID 9652 | 0.0 |
Operate audio and video systems.O*NET Task ID 9654 | 0.0 |
Assist passengers in placing carry-on luggage in overhead, garment, or under-seat storage.O*NET Task ID 9655 | 0.0 |
Collect money for meals and beverages.O*NET Task ID 9657 | 0.0 |
Heat and serve prepared foods.O*NET Task ID 9658 | 0.0 |
Sell alcoholic beverages to passengers.O*NET Task ID 9659 | 0.0 |
Monitor passenger behavior to identify threats to the safety of the crew and other passengers.O*NET Task ID 23942 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page