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Transportation ticket and travel clerks look up and confirm transportation or accommodation reservations, explain schedules and costs, and handle invoices, payments, and ticket records. Some positions at airports and stations also check baggage, issue boarding passes, and assist passengers; this is not the same as travel agents or flight attendants.
The exercise connects to no real systems and takes no payment or issues no tickets; a quote is not a confirmation, and refunds and changes follow actual conditions.
First check the fictional B1—B5 order and submit a cost table, a connection check, and a to-check handover card.
Transportation ticket and travel clerks look up, create, and confirm transportation or accommodation reservations through systems or by phone and explain schedules, fares, procedures, and policies.
O*NET43-4181.00 lists 19 tasks: reservations, needs inquiry, invoices and payments, seat allocation, and change notification; it also includes itinerary rates, tickets, inventory, announcements, and some boarding assistance.
129,441 yuan/year
2025 average for all employed persons in urban non-private units, not a ticket clerk wage.
71,590 yuan/year
O*NET/BLS2025 national wages｜https://www.onetonline.org/link/localwages/43-4181.00; BLS2025—2035 occupational projections｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm; this occupation's section in the BLS information clerks handbook｜https://www.bls.gov/ooh/office-and-administrative-support/information-clerks.htm
32,140 USD/year
| Entry-level positions | What you mainly do early on | What employers usually look for | How to prove yourself without experience | Differences from other directions |
|---|---|---|---|---|
| Lookup assistant | Verifies dates, stations, and party size | Fields and sources are traceable | B1 requirements table | Does not connect to real systems |
| Cost verification | Breaks down price, taxes and fees, and add-ons | Selections and formulas are explicit | 720/840 yuan cost table | Makes no real quote |
| Booking collaboration | Checks availability and rules | Does not guess status |
Look up and confirm transportation or accommodation reservations, explain schedules, fares, and procedures, and handle invoices, payments, tickets, and change notifications as authorized. Some counter positions also collaborate on baggage and boarding.
Travel agents focus on planning and selling travel arrangements; flight attendants focus on cabin safety and in-flight service. This role focuses on specific reservations, costs, and ticket records, while hotel front desk focuses on check-in.
A generated answer is not availability or ticket evidence. Tools can organize lookups and replies, but current conditions, actual status, and payment and ticketing permissions must be checked against the system and employer procedures.
Those willing to check dates, stations, amounts, and status repeatedly and explain limits patiently can explore.
O*NET tasks and BLS US preparation are not a uniform Chinese qualification; aviation, rail, accommodation, and retail agency processes are checked separately.
Observe whether someone keeps fields accurate when passengers press and information is incomplete, states rule gaps, and passes anomalies to authorized personnel.
Object｜Passenger needs, itineraries, availability, and orders. Inquiry｜Check dates, stations, party size, and service preferences. Rules｜Explain fares, taxes and fees, and applicable conditions. Systems｜Maintain booking space, transactions, and notification records. Payment｜Check invoices, amounts, and actual payment status. Tickets｜Issue per procedure and check the real evidence. Counter｜Some airport transportation counters require moving baggage or parcels, or assisting boarding. Shifts｜Transportation and accommodation units operating all day may schedule night, weekend, and holiday shifts. Communication｜High-frequency passenger contact; keep fields and handovers accurate even when facing complaints or pressure.
Availability and prices must be checked against the current system and valid conditions.
O*NET Job Zone 1–2: little to some preparation; BLS typical for this role is a high school diploma or equivalent with short-term on-the-job training. Not the preparation tier for travel agents.
Ask about needs → Check the itinerary → Check availability → Check the fare → Explain limits → Keep records
Insufficient evidence: precise national wage distribution and starting pay for transportation ticket and travel clerks in mainland China were not verified; broad unit and industry pre-tax annual averages cannot be substituted.
Payment, confirmation, and ticketing are each checked against separate evidence.
BLS43-4181 national about 120.1 thousand in 2025 and about 123.1 thousand in 2035, official growth of 2.5%, with 11.8 thousand average annual openings including replacement.
Check the order → Recompute the amount → Check the time → Compare with the rules → Explain the status → Hand over anomalies
Errors in names, dates, stations, costs, or ticket status can affect travel; keep incomplete information open and make no guarantees.
Actual delivery requires records of needs and itineraries, cost statements, booking payment and ticket evidence, change notifications, and anomaly handover; B1—B5 is only for a fictional checking experience.
Ticket clerks, travel agents, hotel front desk staff, and flight attendants overlap in duties, but their core objects and service stages differ.
Travel agents also plan and sell travel packages.
This role checks specific reservations, fares, and ticket records.
Hotel front desk staff center on serving checked-in guests.
The object is passenger itineraries and orders.
43-4181.00 covers reservation and transportation ticket agents and travel clerks; the core is reservations, information explanation, costs, and records, not travel product coordination.
Flight attendants are mainly responsible for cabin safety and in-flight service.
Check availability, explain rules, and handle booking payments and tickets.
Freight forwarders handle cargo and shipping documents.
Deliver accurate orders, costs, and ticket status.
Refund decisions, system permissions, and counter duties follow the actual division of labor.
Is responsible for their own data entry and explanations.
Course certificates and verbal passenger confirmation cannot replace operating permissions or actual evidence.
Booking, payment, ticketing, and refunds and changes follow employer systems and account authorization.
Query results, passenger confirmation, payment, and ticketing must not be conflated.
Keep insufficient rules and conflicting statuses open.
Before starting, check the service category, system training, fare and refund and change conditions, shifts, payment and ticketing permissions, anomaly responsibility, and contract wage.
Aviation, rail, accommodation, or other reservations are checked separately.
Service recipients
Ask about account permissions, field review, and the basis for status.
Systems and data
Ask about add-ons, validity periods, and the source of refund and change rules.
Prices and rules
Ask how failures, timeouts, duplicate payments, and unticketed cases are handled.
Payment and tickets
Ask about complaints, special services, and authorized escalation recipients.
Customers and anomalies
Check education, on-the-job training, work hours, night shifts, and pay.
Training and contract
Transportation ticketing overlaps with travel agents, customer service, hotel front desk, and flight attendants, so service recipients and stages must be distinguished.
The O*NET occupations support task comparison and do not prove identical qualifications, wages, or automatic transfers.
First practice field and status checking, then add field and system training for the target occupation.
Travel agents plan and sell transportation, accommodation, and travel packages, while ticket clerks focus on specific reservations and tickets.
Those who prefer itinerary planning, products, and customer advice can compare.
Deliver travel arrangements, cost explanations, and sales service.
Travel agents (41-3041.00)
Customer service handles customer inquiries and complaints, not limited to travel and transportation.
Those who prefer continuous communication and problem solving can compare.
Deliver inquiry, complaint, and handling records.
Customer service representatives (43-4051.00)
Hotel front desk staff handle check-in, check-out, and guest services, distinct from transportation tickets.
Those who prefer accommodation sites and shift service can compare.
Deliver room arrangements, guest accounts, and service records.
Hotel front desk clerks (43-4081.00)
Flight attendants focus on cabin safety, emergencies, and in-flight service, not reservation handling.
Those who prefer in-flight service and can complete the position training can compare.
Deliver cabin safety and passenger service.
Flight attendants (53-2031.00)
The remote booking direction emphasizes phone systems, itinerary rules, and written confirmation.
Suited to those patient enough to listen to needs, check fields, and explain limits.
Deliver cost tables, booking status, and change notifications.
Within this occupation: booking and remote service
The counter ticketing direction also requires collaboration on on-site passengers, shifts, and some boarding procedures.
Suited to those who can keep checking under constant contact and accept shift work.
Deliver accurate tickets, payment records, and counter anomaly handover.
Within this occupation: counter and transportation service
Adjacent work all requires checking the target duties, training, permissions, and actual employer conditions.
Reservation newcomer
Use B1—B5 to check fields, costs, time, and status first.
Ticketing service personnel
Tools organize queries and replies; current availability and rules are checked against the system.
Service and shift lead
Tools can summarize anomalies, but refund and ticketing permissions still follow the actual division of labor.
Mentoring and quality collaboration
Tools assist with checklists; training, evidence, and final operations are not outsourced.
AI can assist with organizing needs, drafting replies, recomputing costs, and summarizing anomalies; its output cannot prove inventory, payment, or ticketing. Insufficient evidence: independent AI adoption rates, substitution rates, and causal wage and employment effects for transportation ticket and travel clerks (43-4181) in mainland China and the United States were not verified; cross-occupation research cannot be extrapolated.
Precise occupational tasks; does not measure AI deployment or success rates.
Occupational projections do not prove that AI alone caused the growth.
ILO generative AI task exposure
Cross-occupation potential is not equal to a ticketing job substitution rate.
Task capability research; does not confirm the practical effect of booking systems.
WEF2025 employer expectations
A cross-industry survey cannot imply deployment at a single carrier.
NIST AI600-1
A generative AI governance framework grants no payment or ticketing permission.
O*NET information service and system tasks
Supports task comparison and does not provide AI adoption rates.
Tool output must be checked against the current system, fare conditions, and real records; passenger explanations and beyond-scope escalation remain the responsibility of the position's staff.
Needs and query organization
People check dates, stations, party size, availability, and sources.
Price and communication drafts
People check taxes and fees, add-ons, validity periods, and rule versions.
Anomaly and status handover
People check payment, confirmation, ticketing, and escalation responsibility.
Occupational profiles, potential research, employer expectations, and governance frameworks support different levels and are not interchangeable.
Task exposure is not actual adoption or a substitution rate for this role.
ILO 2025 task exposure research
Cross-occupation tasks
Estimates potential generative AI impact; not a measured ticketing system test.
Task potential does not prove successful automatic booking or ticketing.
US occupational text and code tasks
Estimates language model impact potential; not inventory or transaction verification.
An employer survey does not prove that a given carrier has deployed it.
WEF Future of Jobs 2025
Cross-industry employer skill and technology expectations
Reports technology and position expectations, not an independent measurement for this role.
A governance framework does not confirm fares or grant transaction permissions.
NIST AI 600-1
Generative AI output and governance risk
Provides a risk framework for errors, data, and validation.
Occupational tasks do not measure AI adoption rates.
US booking and ticketing tasks
Lists needs, availability, payment, tickets, and notification.
Task assistance: organize preferences, recompute costs, draft replies, but check against the actual fields and conditions.
Job adoption: ask about employer-approved tools, interfaces, validation, training, and data permissions.
Employment outcomes: affected by travel demand, self-service, business models, and staff turnover, not derived from AI alone.
No. A generated answer is not current system availability or a confirmation receipt.
O*NET availability and reservation tasks
No. Account, payment, and ticketing permissions follow actual employer authorization.
O*NET payment and ticket tasks and editorial boundaries
First check the dates, stations, party size, cost conditions, connections, and order status, then draft the reply.
O*NET passenger information tasks
Insufficient evidence: independent AI adoption rates, substitution rates, and causal wage and employment effects for transportation ticket and travel clerks (43-4181) in mainland China and the United States were not verified; cross-occupation research cannot be extrapolated. Check the employer-approved tools, actual deployment, validation, and anomaly workflow.
Measured gap for this role
No. The premise gives no refund or change policy, so it must be flagged for checking and the applicable conditions asked about.
B1—B5 fictional premise and rule checking
Not necessarily. Reply drafts may save some time; the cost of mis-bookings, review, complaints, and transaction recovery must be recorded too, and this page has no measured net efficiency for this role.
NIST output risk
Keep the B1—B5 material, formulas, rule gaps, and status handover card.
Editorial fictional checking exercise
Check inputs and tool permissions, mark drafts, recompute amounts and times and verify actual status, then process or hand over as authorized.
Inputs: dates, stations, party size, and preferences are traceable; missing fields are not guessed.
Drafts: query and communication text is not proof of confirmation, payment, or ticketing.
Review: amounts, times, add-ons, and conditions are checked against the original input and system.
Human processing: explain limits, with actual operations following permissions and passenger confirmation.
Trail: query times, condition versions, status evidence, and anomaly destinations are traceable.
Models may fabricate fares, schedules, policies, or availability.
Compare with the current approved system and applicable terms, and do not treat a fluent answer as confirmation.
Summaries may omit dates, time zones, stations, or passenger counts.
Repeat each field back and compare with the original request, and check time zone and date crossings separately.
Automatic calculations may omit taxes and fees or default optional items as required.
Separate base price, taxes and fees, party size, and selections, and recompute 720/840 yuan.
Models may write paid as ticketed.
Payment, booking, and ticketing are each checked against independent status and evidence.
External tools may expose passenger personal or payment data.
Process per approved tools and necessary fields, and use only fictional material in exercises.
Check dates, stations, and party size.
Needs organization
Passenger inquiry
Drafts can list preferences, with missing fields kept open.
Check the query time and system availability.
Schedules and availability
Model answers cannot prove that inventory is sellable.
Check party size, taxes and fees, and optional items.
Cost recomputation
Quote explanation
B2 base 720 yuan, 840 yuan when baggage is selected for all.
Check the same day and same segment and the applicable standard.
Connection check
Time verification
B3 is 45 minutes, 5 minutes less than the 50 minutes in the premise.
Check the original policy text and actual authorization.
Refund and change inquiry
The premise gives no conditions, so do not estimate a refund amount or promise it is free.
Check payment and ticket evidence.
B4 has no actual receipt, so it stays unconfirmed and unticketed.
Check the record version and the authorized recipient.
Anomaly notification
Passenger communication
B5 lists to-check questions and next steps and does not promise that travel will succeed.
AI analysis is limited to task and evidence boundaries, and a paper draft does not constitute a successful transaction. Insufficient evidence: independent AI adoption rates, substitution rates, and causal wage and employment effects for transportation ticket and travel clerks (43-4181) in mainland China and the United States were not verified; cross-occupation research cannot be extrapolated.
2025 average for all personnel in urban private units; does not imply this role's wage.
210,016 yuan/year
2025 average for middle-level and above managers in above-scale enterprises, not this role.
94,936 yuan/year
2025 average for clerical personnel in above-scale enterprises, not a ticketing quote.
133,981 yuan/year; private 73,133 yuan/year
2025 pre-tax annual averages for all personnel in non-private and private transportation, warehousing, and postal services; used as background for passenger carrier or transportation service employers, not ticket clerk wages.
62,461 yuan/year; private 55,123 yuan/year
2025 pre-tax annual averages for all personnel in non-private and private accommodation and food services; corresponds only to the accommodation booking employer scenario and does not cover all travel agents.
110,162 yuan/year; private 68,919 yuan/year
2025 pre-tax annual averages for all personnel in non-private and private leasing and business services; background for travel agencies and related services main business, with platform operations and other entities checked under separate industries.
Insufficient evidence: precise national wage distribution and starting pay for transportation ticket and travel clerks in mainland China were not verified; broad unit and industry pre-tax annual averages cannot be substituted.
Broad averages cannot imply starting pay, commission, or contract income for this role.
Insufficient evidence: independent AI adoption rates, substitution rates, and causal wage and employment effects for transportation ticket and travel clerks (43-4181) in mainland China and the United States were not verified; cross-occupation research cannot be extrapolated.
Insufficient evidence: no Chinese single-job recruitment sample was obtained with consistent region, transportation or accommodation business, employer, education and experience, shift and work hours, and base wage and commission basis.
Query and field preparation
Able to record dates, stations, party size, and preferences.
Availability, prices, and conditions must be queried from the actual system.
Booking and cost verification
Able to separate base price, taxes and fees, and optional add-ons.
Permissions and real status are checked per employer procedures.
Anomaly and change service
Able to explain conflicts, to-check items, and next steps.
Refund and change decisions must not invent rules on one's own.
Quality and mentoring collaboration
Able to spot-check records, recompute amounts, and hand over anomalies.
Job grades and approval permissions follow the employer's actual division of labor.
Transportation booking and counters
Shifts, counter procedures, and payment workflows are checked separately.
Accommodation and remote service
Reservations, check-in, and transportation tickets are not the same business.
Retail agencies and platforms
Systems, pay, inventory sources, and after-sales responsibility are checked separately.
O*NET precise occupational tasks｜https://www.onetonline.org/link/details/43-4181.00
Ticketing positions in China: an illustration of capability preparation
Not an education or wage ladder or a uniform job grade; compare by checking work.
Check the target employer's business, training, shifts, contract, and operating permissions.
National Bureau of Statistics 2025 wages｜https://www.stats.gov.cn/sj/zxfb/202605/t20260515_1963707.html
Select the industry by passenger transportation, accommodation booking, or travel agency main business; the industry covers all positions and cannot imply starting pay, commission, or personal take-home pay.
China single-job sample: insufficient evidence conditions
Insufficient evidence: no Chinese single-job recruitment sample was obtained with consistent region, transportation or accommodation business, employer, education and experience, shift and work hours, and base wage and commission basis.
Travel consultant quotes are not interchangeable
Travel agents plan and sell packages, with duties, income, and transportation ticketing all different.
Flight attendant wages are not interchangeable
Flight attendants' cabin safety, in-flight service, work hours, and training differ, so wages cannot be interchanged.
Check against the actual employer main business, contract pay, personal work hours, and taxes and fees; do not automatically map industries from the occupation name.
National Bureau of Statistics 2025 wages｜https://www.stats.gov.cn/sj/zxfb/202605/t20260515_1963707.html
2025 US 43-4181 10th percentile, not newcomer or seniority pay.；O*NET/BLS wages｜https://www.onetonline.org/link/localwages/43-4181.00
37,850 USD/year
2025 US 43-4181 25th percentile, not newcomer or seniority pay.；O*NET/BLS wages｜https://www.onetonline.org/link/localwages/43-4181.00
44,390 USD/year
2025 US 43-4181 50th (median) percentile, not newcomer or seniority pay.；O*NET/BLS wages｜https://www.onetonline.org/link/localwages/43-4181.00
59,640 USD/year
2025 US 43-4181 75th percentile, not newcomer or seniority pay.；O*NET/BLS wages｜https://www.onetonline.org/link/localwages/43-4181.00
78,150 USD/year
2025 US 43-4181 90th percentile, not newcomer or seniority pay.；O*NET/BLS wages｜https://www.onetonline.org/link/localwages/43-4181.00
120.1 thousand
2025 national precise 43-4181 occupational employment, not all information clerks.；BLS projections｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
2.5%（2025—2035）
About 123.1 thousand in 2035, a net gain of 3.0 thousand; use the official rate and do not back-calculate rounded counts.；BLS projections｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
11.8 thousand/year
Average annual openings include replacement needs and are not net growth or job advertisement counts.；BLS projections｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
US national statistics do not imply Chinese wages, an employer quote, or individual hiring.
2025 median annual wage 44,390 USD; 2025—2035 growth of 2.5% and 11.8 thousand average annual openings.
Region, business, employer, and shifts affect quotes, and wage percentiles are not uniform job grades.
Regional and business differences
National occupational wages do not represent a single counter or retail agency.
Work hours and pay boundaries
National median hourly wage 21.34 USD; employment has 11.8 thousand average annual openings including replacement, and neither can imply personal scheduling, annual pay, or hiring.
Employment and replacement demand
Occupational wages within the transportation industry
Insufficient evidence
Insufficient evidence: no 2025 US median wage for the precise 43-4181 occupation matching this industry was obtained
Occupational wages within the accommodation industry
Insufficient evidence
Insufficient evidence: no 2025 US median wage for the precise 43-4181 occupation matching this industry was obtained
Occupational wages within the travel services industry
Insufficient evidence
Insufficient evidence: no 2025 US median wage for the precise 43-4181 occupation matching this industry was obtained
Wages within the retail agency industry
Insufficient evidence
Insufficient evidence: no 2025 US median wage for the precise 43-4181 occupation matching this industry was obtained
No. 44,390 USD is the national occupational median, not a newcomer floor.
No. 21.34 USD is the national median hourly wage and does not represent personal scheduling and taxes.
Wages use 2025 OEWS; projections use the precise 2025—2035 occupation row.；O*NET wages｜https://www.onetonline.org/link/localwages/43-4181.00；BLS projections｜https://www.bls.gov/emp/tables/occupational-projections-and-characteristics.htm
Actual income requires checking region, business, employer, shifts, and contract pay.
32,140 USD is the 10th percentile, not a minimum hiring promise.
44,390 USD is the median and does not represent a uniform proficiency grade.
78,150 USD is the 90th percentile and is not the same as a supervisor or lead wage.
O*NET interest code for this role CSE, leaning toward procedures and records, passenger service, and business communication. First check whether B1—B5 can verify fields, costs, and status; interests do not prove transaction accuracy.
Interest questionnaires are only for reflection and grant no system, payment, or ticketing permissions.
RIASEC is not a hiring threshold; look first at B1—B5 cost and status checking.
The Big Five can serve as a reflection tool for behavioral tendencies; it is suggested to observe steady field checking, stating limitations, and prompt handover. This page does not verify the relative predictive validity of behavioral observations and the scales.
Insufficient evidence: independent reliable predictive evidence of Big Five scores for booking, ticketing, and service performance in this role was not verified.
A conscientiousness label cannot replace systems, fare, and business training.
Conventional C, Social S, and Enterprising E stand out relatively: procedural information, passenger service, and business communication; not a hiring or personal ability conclusion.
MBTI cannot serve as proof of booking accuracy; you can observe whether field checking resumes after an interruption. This page does not verify the relative validity of behavioral observations and type scales.
O*NET six interest dimensions: C76, S57, E51, R19, A5, I0; the scores describe the occupational environment, not an individual's scores.
Insufficient evidence: no reliable predictive evidence of MBTI type for order accuracy or service performance in this role was verified; type grants no transaction permissions.
CSE
Conventional · Social · Enterprising
Any type still needs business training and actual position preparation.
The Enneagram can prompt reflection on passenger pressure and complaint stress; it does not decide who can do ticketing.
Insufficient evidence: no reliable mapping from Enneagram type to actual job performance in this role was verified.
Type labels cannot replace records of dates, stations, costs, and status.
Do not screen people by IQ; observe whether they can break down costs, verify times, and detect status conflicts.
Insufficient evidence: no uniform IQ hiring threshold for this role or reliable prediction from scores to job performance was verified; arithmetic, rules, and system skills are trainable.
Getting 720 yuan right also requires stating that it includes taxes and fees and excludes unselected baggage; 840 yuan has a selection condition.
Emotional intelligence is not a threshold; the person must explain limits patiently, ask for help, and record complaints.
Insufficient evidence: no uniform emotional intelligence score threshold for this role or independent predictive evidence for performance was verified.
Reassuring a passenger still does not guarantee unconfirmed inventory, a refund, or that travel will succeed.
Assessments cannot replace education, training, employer hiring, or operating permissions.
First do the B1—B5 paper check, then take part in real work under employer training and authorization.
Booking and remote service
Enjoys needs inquiry, system records, and written confirmation.
Availability, prices, and status follow the actual system evidence.
Travel agents and planning
Prefers itinerary planning and travel product explanation.
Planning and sales scope differs from this role's specific ticketing, and target training is added separately.
Customer inquiry and after-sales
Prefers explaining problems, handling complaints, and account inquiries.
Products, processes, and after-sales permissions are added per target position.
Accommodation and hotel front desk
Prefers check-in, guest accounts, and on-site service.
Room status, accommodation systems, and shift arrangements are checked separately.
Cabin and in-flight service
Prefers on-site passenger service and can complete safety training.
Ticketing experience does not replace flight attendant hiring, emergency training, and qualifications.
Counter ticketing and transportation service
Enjoys on-site inquiries, shift service, and multi-person collaboration.
Some positions include baggage and boarding duties, with specific duties and shifts checked separately.
Look at field, cost, time, status, and anomaly handover behavior; assessments are only for reflection.
Yes. Introversion does not rule out careful checking, but explaining clearly and asking for help must be practiced.
Yes. Extraversion does not guarantee accuracy; field-by-field review is still required.
There is no best MBTI; observe with paper exercises and supervised work.
CSE is an interest clue for the occupational environment: procedural records, service, and business communication; judgment still requires field checking, supervised work, and actual position training.
No. Assessments do not cover fare conditions, status, or real transaction permissions.
Trainable. First break down 720/840 yuan, then practice dates and time intervals.
There is no uniform high emotional intelligence threshold; the key is patience, explaining limits, and escalating promptly.
Not advisable. The Enneagram cannot determine booking and ticketing performance.
Submit the B1—B5 checklist, formulas, to-check items, and handover card, then check the target position.
Able to verify party size, stations, dates, costs, and selections accurately.
Keeps items open when rules are insufficient or status conflicts, and does not guess success.
Accepts review and keeps the basis, status, and anomaly recipient.
O*NET supports tasks and does not predict personality.
The BLS handbook explains typical US preparation and this occupation's work.
BLS43-4181 national projections do not imply individual hiring.
BLS2025 national wages are not Chinese or single-employer quotes.
Travel agent tasks are used for planning and sales comparison.
Customer service tasks are not limited to travel business, and field processes are added separately.
Hotel front desk focuses on accommodation check-in and guest service.
Flight attendants focus on cabin safety and in-flight service, not the same as ticketing.
Risks center on wrong field entry, omitted costs, connections that do not meet conditions, mistaken status, privacy, and out-of-scope permissions.
Pause affected processing when the original request, current system, or rules conflict, and keep the to-check items and authorized escalation targets.
The risks are an editorial summary of occupational tasks and fictional cases and do not provide an accident rate or uniform carrier standard.
Ticket clerks and passengers
Wrongly entered dates, stations, or party size can cause mis-bookings.
Read each field back against the original request and check system records before actually ticketing.
B1 clearly states 2 adults; do not add real identities or contact details.
Ticketing service and passengers
Omitting taxes and fees or defaulting add-ons causes amount disputes.
List unit price, party size, taxes and fees, and explicit selections, then recompute.
B2 base 720 yuan; 840 yuan only when both people select baggage.
Itinerary lookup personnel and passengers
Insufficient transfers or misjudged cross-day time zones can break the connection.
Check stations, dates, time zones, and actual applicable conditions, and do not guarantee travel.
B3 is 45 minutes on the same day and segment, less than the 50 minutes in the premise, a difference of 5 minutes.
Transaction personnel and passengers
Treating payment or a quote as ticketing makes an incomplete transaction look successful.
Check booking, payment, and ticket evidence separately, and hand conflicts to authorized personnel.
B4 has no actual receipt, so it stays unconfirmed and unticketed, with no duplicate charge.
Passengers and the service team
Collecting or disclosing too much identity or payment data creates information risk.
Use approved tools and necessary fields, and keep only fictional orders in the work.
B1—B5 have no real names, credentials, or card numbers and do not connect to external systems.
After-sales and authorized responsible parties
Guessing refund and change fees or promising beyond one's authority can harm rights.
Check the applicable policy and the transaction owner, and escalate matters beyond authority clearly.
B5 gives no refund or change conditions, so do not estimate refunds or promise they are free.
O*NET lists this occupation's tasks and does not give an accident rate or a uniform transportation standard.
BLS counter baggage and broad-category work environment are background, and broad wages or projections must not replace this role.
China's Personal Information Protection Law requires clear, reasonable purposes and a necessary scope; real data is handled in accordance with the law and approved procedures.
NIST is a risk framework for generative AI data, errors, and validation; it is not a source of fictional orders.
Chinese aviation rules cover agency agreements, disclosure of fee terms, and ticket information; apply them only within their scope and do not extend them to rail, accommodation, or the premise's 50 minutes.
| Fictional status card |
| Operations follow account authorization |
| Change service collaboration | Checks policy and anomalies | Gaps and responsible parties are explicit | To-check questions table | Does not process refunds or changes beyond authority |
| Counter collaboration | Checks counter handover and evidence | Shifts and status are traceable | Paper handover card | Counter duties are checked separately |
Typical US preparation
BLS high school diploma or equivalent, no related experience required, short-term on-the-job training; O*NET Job Zone 1–2.
This is the typical US statistical preparation, not a global hiring condition.
Business and system training
Learn dates and stations, fare conditions, booking payment, and ticket status.
Specific systems depend on the employer; not everyone is required to know all GDSs.
Permissions and real operations
Check account, payment, ticketing, refund, and anomaly escalation permissions.
Exercises and courses grant no real transaction permissions.
Service and handover
Practice repeating needs back, explaining limits, checking evidence, and recording changes.
Politeness cannot replace accurate fields and policy sources.
Premise｜B1—B5 are entirely fictional, with no real tickets or passenger data
In 30 minutes, complete a one-page cost table, a connection check, and a status and to-check handover card; use only the premise and do not contact carriers, pay, or issue tickets.
B1｜order requirements: 2 adults, all times on the same day and in the same time zone; no names, credentials, or real schedules were provided.
B2｜fictional one-way base price 320 yuan/person, taxes and fees 40 yuan/person; optional baggage 60 yuan/person. In this exercise both people explicitly select baggage, and the total without it is listed separately.
B3｜arrival 10:00, next departure 10:45; this exercise assumes a minimum connection of 50 minutes, and this number is not an actual carrier standard.
B4｜no actual inventory, payment, confirmation, or issuance receipt was provided, and the price validity period is unknown; the premise quote must not be written as a successful booking.
B5｜no refund or change, specific baggage, or special service policy was provided; do not estimate refunds, promise free rebooking, or guarantee that travel will succeed.
Task and outputs
Break down base price, taxes and fees, party size, and baggage selections, check the time difference and premise conditions, and write the real evidence gaps clearly.
Submit one page with the cost formula, the connection judgment, the unconfirmed and unticketed status, and at least three to-check questions.
Reference answer (complete it independently first)
Base total 2×(320+40)=720 yuan; with both people selecting baggage, add 2×60=120 yuan for a total of 840 yuan. Add-ons have selection conditions and must not be charged by default.
10:45−10:00=45 minutes; 50−45=5 minutes, which does not satisfy the premise minimum connection. The real segment's dates, time zones, stations, and standards must be checked separately.
Status: to check, unconfirmed, unticketed; without payment evidence it is not marked as paid either. Ask about actual availability, price validity, refund and change, and baggage conditions, and obtain evidence under authorization before processing.
Boundaries and handover
This is only a paper check, not a real quote or transportation advice. When policy is missing, list questions; do not fabricate inventory, payment, ticket numbers, or refunds to finish the table.
Requirements and fields table
List the 2 adults, same day and time zone, stations, and identity field gaps.
Fictional material only; no real credentials are collected.
Cost breakdown table
List 2×320, 2×40, 2×60, and the 720/840 yuan conditions.
Does not hide taxes and fees or default add-ons.
Connection and status card
List 45 minutes, the premise's 50 minutes, the 5-minute difference, and the unconfirmed and unticketed status.
Does not treat the premise standard as a real policy.
Service and anomaly handover
List the to-check items on availability, validity, refunds and changes, and baggage, plus next steps.
Does not invent ticket numbers, receipts, or refund promises.
| Stage | May be assessed | Observation evidence | Use boundaries |
|---|---|---|---|
| Cost verification | What are the base and with-baggage amounts | 720 yuan; 840 yuan when both select baggage | Selection conditions must be stated clearly |
| Connection check | Does 45 minutes satisfy 50 | 5 minutes short, does not satisfy the premise | Not a real carrier standard |
| Order status | Can it be written as ticketed without a receipt | Keep it unconfirmed and unticketed | Payment also needs evidence |
| Policy gaps | What to do without refund or change conditions | List to-check items and find authorized personnel | Do not guess refund amounts |
Day one
Read B1—B5 and list requirements, fields, and unknowns.
Day two
Break down party size, base price, taxes and fees, and baggage selections.
Day three
Recompute 720/840 yuan and state the conditions clearly.
Day four
Check the 45 minutes on the same day and in the same time zone against the premise's 50 minutes.
Day five
List payment, confirmation, and ticket gaps and the policy follow-up questions.
Day six
Compare with the answer and correct default add-on charges and misused statuses or standards.
Day seven
Check the target employer's business, training, systems, shifts, and pay.
| Qualification／identity | Who it mainly suits | Practical role in job seeking | Whether it is a common entry threshold | Application／registration conditions | Investment level | Important limitations |
|---|---|---|---|---|---|---|
| US education preparation | Prospective entrants | BLS high school diploma or equivalent, short-term on-the-job training | Typical US background | Check the employer and the position | Depends on the position | Not a uniform global condition |
| Booking system training | Those who handle bookings | Practice fields, availability, and status on the employer's system | Business ability | Check accounts and the practice environment | By business | Not everyone is required to know every GDS |
| Fare and rules training | Those who explain costs | Learn prices, taxes and fees, add-ons, and applicable conditions | Business ability | Check the current rule source | By business | Courses do not replace real policies |
| Payment and ticket permissions | Those with related operations | The employer assigns accounts and permissions and trains on anomaly handling | Organizational authorization | Check the role and the process | Depends on the position | Certificates do not grant refund or ticketing authority. |
| Counter and service training | Counter-related personnel | Check shifts, passenger communication, and actual boarding and baggage duties | Depends on the scenario | Check the counter position and training | By task | Remote clerks do not all need to work at counters |
| Voluntary courses and certificates | Those with a corresponding need | Add systems, service, or industry knowledge | Not a uniform license | Check recognition and content | By choice | Must not promise employment or permissions |
B1—B5 are entirely fictional and cannot connect to real systems, take payment, issue tickets, or serve as transportation advice.
US O*NET Job Zone 1–2 and BLS education and training are typical preparation and do not establish a uniform Chinese qualification.
Employer hiring, system accounts, payment, ticketing, and refund permissions are checked separately; general courses grant no operating authority.
Real business requires checking current availability, prices, dates and time zones, stations, and carrier or accommodation conditions; the premise's 50 minutes is not a real-world standard.
NBS broad unit wages are not the precise income of transportation ticket and travel clerks, and commission, shifts, and contract hours are checked separately.
Insufficient evidence: no comparable Chinese single-job quote was obtained matching region, business, experience, shifts, and pay.
The four stages are a sequence for observing capability, not a uniform job grade or automatic promotion.
Under guidance, checks requirements, dates, stations, and gaps.
Entry: lookup and fields
Able to break down costs and maintain clear booking status.
Proficient: costs and bookings
Able to explain changes and hand over rule or status conflicts.
Backbone: anomalies and collaboration
Able to spot-check records, recompute, and mentor, with permissions still following the employer.
Mentoring: service and quality
Typical US high school diploma or equivalent and short-term on-the-job training, with O*NET Job Zone 1–2; Chinese hiring is checked separately.
Education, system training, course certificates, hiring, and operating authorization are checked separately; Chinese air sales agents must not arbitrarily change carrier service rules.
Mainland China aviation business (other businesses checked separately)
The scope of aviation business follows the passenger service rules; agency agreements, disclosure of terms, and account authorization are checked separately, and rail and accommodation separately again. National wage projections do not guarantee hiring, and B1—B5 are not recruitment or real transactions.
O*NET supports this role's 19 tasks and Job Zone 1–2 and grants no actual transaction permissions.
The BLS section for this occupation and EP support typical US preparation, and broad information clerk figures do not replace this role.
Chinese public air transport passenger service rules support agency agreements, disclosure of terms, information, and ticketing evidence; they do not apply to all transportation and accommodation.
NIST supports generative AI risk governance and is not proof of fares or ticketing.
Supervised lookup accounts and business training; cannot take payment or issue tickets independently.
Practice repeating preferences and checking dates and stations, then look up real availability.
Requirements field table, query time, and unknowns are clear.
Checks requirements, dates, and stations and delivers lookup results.
Lookup assistant
Booking, quoting, and corresponding payment processing permissions are granted by the employer.
Practice inventory changes, optional selections, and written confirmation, and check actual receipts.
Cost conditions, booking records, and payment status are each traceable.
Creates bookings and explains costs and conditions without guessing that issuance succeeded.
Booking service personnel
Complex change and escalation permissions follow the actual role division of labor.
Practice explaining the effects of multi-segment itineraries, cross-day time zones, and availability changes.
The conflict list includes rule versions, affected orders, and escalation targets.
Coordinates complex lookups and change notifications and keeps open items.
Anomaly collaboration backbone
Mentoring duties and review scope are confirmed by the employer and do not automatically expand authority.
Spot-checks requirements, quotes, status, and notifications and demonstrates error retrospectives.
Spot-check samples, correction records, and reviewers are explicit.
Mentors remote lookup and booking quality and tracks error corrections.
Booking mentoring
Completes counter position, on-site collaboration, and corresponding safety training.
First learn shift announcements, stations, passenger documents, and handover.
Fictional document checklist indicating counter duties and who to ask for help.
Checks counter requirements and shifts and assists with document checks.
Counter service assistant
Funds, tickets, and boarding handling follow counter accounts and on-site authorization.
Practice payment evidence, ticket information, and some baggage and boarding service.
Payment and issuance status are kept separate, and counter handover is traceable.
Processes tickets, payments, and passenger notifications as authorized.
Ticketing service personnel
Shift coordination and the scope of special passenger assistance follow the employer's division of labor.
Practice peak-period changes, complaints, and special service handover.
Shift logs, anomaly recipients, and handling status are explicit.
Coordinates counter anomalies and on-site collaboration and makes no commitments beyond authority.
Shift collaboration backbone
Counter mentoring and quality duties are confirmed independently; courses grant no agency authority.
Runs retrospectives on field errors, ticket and shift handover, and checks training gaps.
Mentoring cases include original records, corrections, and review evidence.
Demonstrates counter checking and service and spot-checks handover completeness.
Counter mentoring
Supervised record reading scope and necessary data permissions.
Separates requirements, amounts, booking payment, and tickets into columns and looks for gaps.
The B1—B5 cost and status card does not invent real identities or ticket numbers.
Checks order records and flags discrepancies and to-check items.
Record checking assistant
Refund and change review and refund approval follow the organizational role and applicable rules.
Checks the current terms and ticket status, organizes the passenger request, and escalates.
To-check terms, versions, evidence, and authorized recipients are clear.
Assists with after-sales and changes and does not invent refund amounts.
After-sales service collaboration
Quality spot-check and anomaly coordination permissions are checked against the actual position.
Practice organizing evidence for duplicate payments, non-issuance, and rule conflicts.
The issue log distinguishes facts, open items, handling, and notification.
Organizes complaint and status conflict records and tracks where handling goes.
Quality and anomaly backbone
Mentoring records and material handling scope follow organizational requirements and jurisdiction.
Uses de-identified or fictional cases to run retrospectives on wrong entries and beyond-authority promises.
Spot-check records, improvement suggestions, and review responsibility are traceable.
Mentors service quality and spot-checks records without adding approval authority.
Service quality mentoring
BLS43-4181 national projection of 2025—2035 growth of 2.5% and 11.8 thousand average annual openings; net growth and replacement demand differ, and this does not imply individual hiring or an AI causal effect.
United States
About 120.1 thousand in 2025 and about 123.1 thousand in 2035.
National precise occupation, not all information clerks or Chinese recruitment.
Employment
SOC43-4181 transportation ticket and travel clerks
120.1 thousand→123.1 thousand
United States
Net gain of about 3.0 thousand, an official change rate of 2.5%.
Counts are rounded; do not back-calculate the official rate.
Employment change
SOC43-4181
United States
11.8 thousand average annual openings, including replacement needs.
Not net new jobs, advertisement counts, or a hiring guarantee.
Average annual openings
SOC43-4181
11.8 thousand/year
BLS precise occupational projections support national statistics.
O*NET wages carry the BLS2025 precise national distribution.
NBS broad industry wages do not provide Chinese demand or employment projections for this role.
O*NET lists this role's tasks and does not measure Chinese demand or AI causation.
Travel agents need to plan and sell travel arrangements.
Needs communication, fare explanation, and booking experience is transferable.
Travel products, planning, and target system skills still need to be added.
Customer service needs inquiry, complaint, and account issue handling.
Experience explaining limits and handing over anomalies is transferable.
Products and processes outside travel must be relearned.
Hotel front desk needs check-in, check-out, and guest accounts.
Reservations, communication, and record accuracy overlap.
Room status, on-site service, and shift requirements are checked separately.
Flight attendants need cabin safety, emergencies, and in-flight service.
Passenger communication and service attitude are transferable.
Ticketing experience does not replace flight attendant training and hiring requirements.
Tour guides need to lead, narrate, and present itineraries and places.
Passenger communication and itinerary understanding overlap.
Narration, on-site organization, and target qualifications are added separately.
Meeting and event planners need event arrangements and coordination.
Experience with requirements, accommodation, and itinerary service overlaps.
Budgeting, supplier collaboration, and event organization must be added.
Freight forwarders need cargo routes, costs, and shipping documents.
Cost, date, and system record checking is transferable.
Cargo, shipping documents, and domain rules differ.
Order clerks need order entry, processing, and lookup.
Field, quantity, amount, and status checking is transferable.
Target goods, inventory, and after-sales processes must be added.
Insufficient evidence: precise national wage distribution and starting pay for transportation ticket and travel clerks in mainland China were not verified; broad unit and industry pre-tax annual averages cannot be substituted. Insufficient evidence: no Chinese single-job recruitment sample was obtained with consistent region, transportation or accommodation business, employer, education and experience, shift and work hours, and base wage and commission basis.
Do the B1—B5 cost, connection, and status checking, and observe whether you can check fields patiently, explain limits, flag unknowns, and hand over. Assessments do not decide fit.
The BLS2025 national 43-4181 median annual wage is 44,390 USD and the hourly wage is 21.34 USD; these are not a newcomer floor, Chinese quotes, or an individual contract.
BLS2025—2035 national 120.1 thousand to 123.1 thousand, growth of 2.5%, with 11.8 thousand average annual openings including replacement. This does not represent net new openings or individual hiring.
Typical US high school diploma or equivalent and short-term on-the-job training, O*NET Job Zone 1–2. Employer business and system training are checked separately, and general travel certificates grant no ticketing or refund authority.
Base 720 yuan and 840 yuan when both select baggage; 45 minutes does not satisfy the premise's 50 minutes. Without a receipt it stays unconfirmed and unticketed, and without refund and change policy you list questions rather than inventing success or a refund.
You can compare travel agents, customer service, hotel front desk, flight attendants, tour guides, meeting and event planners, freight forwarders, and order clerks; target duty training and permissions are checked separately.
Fermat Test compiles occupational tasks, statistics, and paper checking exercises; real transactions are handled per employer and applicable conditions.
Tasks are O*NET43-4181.00; wages and projections use the precise BLS occupation, with national values kept separate from industry and individual contracts.
October 3, 2026 is the review date for this role's tasks, 2025 wages and precise 2025—2035 projections, Chinese industry wages, and aviation rules; the statistical period and review date are kept separate.
B1—B5 are entirely fictional, and the 50 minutes is a premise rule; no real fares, carrier standards, travel guarantees, or operating permissions are provided.
The current 19 tasks include 6 core and 13 supplemental; reservations, needs, payment, availability, and information changes are core, while counter and facility matters follow employer scenarios.
CSE: C76S57E51R19A5I0; Job Zone1–2, not a personality measure or uniform Chinese qualification.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-10-03
National annual 10/25/50/75/90 percentiles 32,140/37,850/44,390/59,640/78,150 USD.
Median hourly wage 21.34 USD; no precise industry cross wage was verified.
O*NET / BLS
US/cross-region background
May 2025
Precise national wages
Occupation-specific
National percentiles are not job grades, individual starting pay, or Chinese wages
2026-10-03
120.1 thousand to 123.1 thousand, a net gain of 3.0 thousand, official growth of 2.5%.
11.8 thousand average annual openings, including replacement needs.
BLS
US/cross-region background
2025—2035
Precise occupational projection
Occupation-specific
Does not imply hiring at a given employer, individual hiring, or AI causation
2026-10-03
This occupation handles reservations, tickets, and travel information; some counters assist with baggage and boarding.
A high school diploma or equivalent plus on-the-job training is typical preparation, and some services have evening, weekend, and holiday shifts.
BLS
US/cross-region background
2025；2025—2035
This occupation's section and broad category background
contextual
Employment growth and industry wages for all information clerks do not replace the precise 43-4181 values
2026-10-03
2025 transportation, warehousing, and postal 133981/73133; accommodation and food services 62461/55123; leasing and business services 110162/68919, respectively non-private/private pre-tax annual averages.
Selected by employer main business; industry-wide wages are not the precise median or starting pay of ticket clerks.
National Bureau of Statistics
China
2025
Broad wage background
Industry reference
Chinese ticketing and travel clerks are not listed separately, and no individual starting pay is implied
2026-10-03
Article 9 covers agreements and prohibits arbitrary changes to service rules; Article 15 covers disclosure of taxes and fees, baggage, and refunds and changes; Article 20 covers important ticketing information.
The scope of application is checked under Article 2; rail, accommodation, and other platform business rules are checked separately.
Civil Aviation Administration of China/Ministry of Transport
Chinese aviation business, under the second article's scope of application
2021 rules; reviewed 2026-10-03
Aviation passenger service rules
Occupation-specific
Aviation jurisdiction rules do not represent general requirements for rail and accommodation and do not provide the premise's fares or connection standard
2026-10-03
Article 6 covers reasonable purposes, direct relevance, and necessary scope; excessive collection is not allowed.
Handle real materials within the law's scope of application; fictional paper exercises contain no real credentials or payment information.
Tianjin Municipal Tax Service of the State Taxation Administration (full legal text)
China, per the law's scope of application
2021 law; reviewed 2026-10-03
Law on personal information processing
Occupation-specific
Lawful processing requirements grant no account or transaction permissions and do not provide an accident rate for this role
2026-10-03
Travel agent tasks support responsibility comparison.
Moving roles requires adding the field, target systems, training, and qualifications.
O*NET OnLine
US/cross-region background
Reviewed 2026-09-28
Adjacent occupational tasks
contextual
Does not replace this role's wages, preparation, or operating permissions
2026-09-28
Customer service representative tasks support responsibility comparison.
Moving roles requires adding the field, target systems, training, and qualifications.
O*NET OnLine
US/cross-region background
Reviewed 2026-09-28
Adjacent occupational tasks
contextual
Does not replace this role's wages, preparation, or operating permissions
2026-09-28
Hotel front desk clerk tasks support responsibility comparison.
Moving roles requires adding the field, target systems, training, and qualifications.
O*NET OnLine
US/cross-region background
Reviewed 2026-09-28
Adjacent occupational tasks
contextual
Does not replace this role's wages, preparation, or operating permissions
2026-09-28
Reservation lookups, needs and availability, payment records, tickets, and passenger notification.
Job Zone 1–2; some positions also assist with baggage and boarding, and duties must be checked with the employer.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-09-28
Distinguishes task potential, employer expectations, and governance.
Does not prove ticketing system deployment, transaction success, or employment causation.
ILO
Global
2025 research
Task-level AI exposure
contextual
Cross-occupation AI research, employer expectations, or governance; does not provide an independent adoption rate, substitution rate, or ticketing success rate for this role
2026-09-28
Base 720 yuan, 840 yuan when both select baggage; 45 minutes is 5 minutes less than the premise's 50 minutes.
No real inventory, payment, confirmation, or ticket receipts; the refund and change policy gap stays open.
Fermat Test editorial
Fictional paper exercise
Edited 2026-10-03
Fictional exercise
Editorial synthesis
The links support tasks only; the order price, times, and 50-minute standard are all premise settings, not real travel rules
2026-10-03
Distinguishes task potential, employer expectations, and governance.
Does not prove ticketing system deployment, transaction success, or employment causation.
NIST
United States
2024
Generative AI risk governance
contextual
Cross-occupation AI research, employer expectations, or governance; does not provide an independent adoption rate, substitution rate, or ticketing success rate for this role
2026-09-28
Distinguishes task potential, employer expectations, and governance.
Does not prove ticketing system deployment, transaction success, or employment causation.
OpenAI / University of Pennsylvania
United States
2023 research
Language task potential
contextual
Cross-occupation AI research, employer expectations, or governance; does not provide an independent adoption rate, substitution rate, or ticketing success rate for this role
2026-09-28
Distinguishes task potential, employer expectations, and governance.
Does not prove ticketing system deployment, transaction success, or employment causation.
World Economic Forum
Global
2025 report
Employer expectations
contextual
Cross-occupation AI research, employer expectations, or governance; does not provide an independent adoption rate, substitution rate, or ticketing success rate for this role
2026-09-28
Base 720 yuan, 840 yuan when both select baggage; 45 minutes is 5 minutes less than the premise's 50 minutes.
No real inventory, payment, confirmation, or ticket receipts; the refund and change policy gap stays open.
Fermat Test editorial
Fictional paper exercise
Edited 2026-10-03
Fictional exercise
Editorial synthesis
The links support tasks only; the order price, times, and 50-minute standard are all premise settings, not real travel rules
2026-10-03
Reservation lookups, needs and availability, payment records, tickets, and passenger notification.
Job Zone 1–2; some positions also assist with baggage and boarding, and duties must be checked with the employer.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-09-28
National annual 10/25/50/75/90 percentiles 32,140/37,850/44,390/59,640/78,150 USD.
Median hourly wage 21.34 USD; no precise industry cross wage was verified.
O*NET / BLS
US/cross-region background
May 2025
Precise national wages
Occupation-specific
National percentiles are not job grades, individual starting pay, or Chinese wages
2026-09-28
Reservation lookups, needs and availability, payment records, tickets, and passenger notification.
Job Zone 1–2; some positions also assist with baggage and boarding, and duties must be checked with the employer.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-09-28
Reservation lookups, needs and availability, payment records, tickets, and passenger notification.
Job Zone 1–2; some positions also assist with baggage and boarding, and duties must be checked with the employer.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-09-28
120.1 thousand to 123.1 thousand, a net gain of 3.0 thousand, official growth of 2.5%.
11.8 thousand average annual openings, including replacement needs.
BLS
US/cross-region background
2025—2035
Precise occupational projection
Occupation-specific
Does not imply hiring at a given employer, individual hiring, or AI causation
2026-09-28
Reservation lookups, needs and availability, payment records, tickets, and passenger notification.
Job Zone 1–2; some positions also assist with baggage and boarding, and duties must be checked with the employer.
O*NET OnLine
US/cross-region background
Updated 2026; reviewed 2026-09-28
Precise occupational tasks
Occupation-specific
US tasks and preparation grant no real system permissions and establish no global carrier rules
2026-09-28
National annual 10/25/50/75/90 percentiles 32,140/37,850/44,390/59,640/78,150 USD.
Median hourly wage 21.34 USD; no precise industry cross wage was verified.
O*NET / BLS
US/cross-region background
May 2025
Precise national wages
Occupation-specific
National percentiles are not job grades, individual starting pay, or Chinese wages
2026-09-28
Flight attendant tasks support responsibility comparison.
Moving roles requires adding the field, target systems, training, and qualifications.
O*NET OnLine
US/cross-region background
Reviewed 2026-09-28
Adjacent occupational tasks
contextual
Does not replace this role's wages, preparation, or operating permissions
2026-09-28
Check the occupation, geography, year, and statistical denominator.
Wage percentiles are not equal to experience or position grades.
BLS
US/cross-region background
Reviewed 2026-09-28
Wage statistical methods
Occupation-specific
The method does not provide Chinese wages for this role or real fares
2026-09-28
Compare by the overlap between target tasks and this role, with field training and real position requirements checked separately.
O*NET OnLine
United States
Current occupational profile
Adjacent occupational tasks
contextual
Task comparison grants no target qualifications and does not replace this role's wages or guarantee a transfer
2026-10-03
Compare by the overlap between target tasks and this role, with field training and real position requirements checked separately.
O*NET OnLine
United States
Current occupational profile
Adjacent occupational tasks
contextual
Task comparison grants no target qualifications and does not replace this role's wages or guarantee a transfer
2026-10-03
Compare by the overlap between target tasks and this role, with field training and real position requirements checked separately.
O*NET OnLine
United States
Current occupational profile
Adjacent occupational tasks
contextual
Task comparison grants no target qualifications and does not replace this role's wages or guarantee a transfer
2026-10-03
Compare by the overlap between target tasks and this role, with field training and real position requirements checked separately.
O*NET OnLine
United States
Current occupational profile
Adjacent occupational tasks
contextual
Task comparison grants no target qualifications and does not replace this role's wages or guarantee a transfer
2026-10-03