entityType = "role"
schemaVersion = "role.v1"
slug = "role-39-6011-00"
socCode = "39-6011.00"
title = "Baggage Porters and Bellhops"
summary = "Handle baggage for travelers at transportation terminals or for guests at hotels or similar establishments."
aliases = ["Bell Captain", "Bellman", "Skycap", "Valet", "Bell Person", "Bellhop", "Bellperson", "Doorman", "Ground Support Agent", "Sky Cap", "Airport Guide", "Baggage Agent"]
emergingTasks = []
studyPrograms = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 41.75

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 41.28

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.47

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 7.51

[educationLevel]
category = "High school diploma or equivalent"
slug = "high-school-diploma-or-equivalent"

[market]
medianWage = 36020
meanWage = 36960
pct10Wage = 25480
pct25Wage = 29830
pct75Wage = 40780
pct90Wage = 48490
employment = 31220
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 17030
medianWage = 35270
lq = 5.91

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 5970
medianWage = 38480
lq = 3.99

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 4300
medianWage = 35660
lq = 4.8

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 2700
medianWage = 33450
lq = 39.57

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1720
medianWage = 45390
lq = 3.59

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 940
medianWage = 36110
lq = 0.51

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 880
medianWage = 28420
lq = 1.64

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 350
medianWage = 37800
lq = 0.65

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 130
medianWage = 32250
lq = 0.04

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 80
medianWage = 36060

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 60
medianWage = 25640

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
medianWage = 40260

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 2700
lq = 39.57

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 17030
lq = 5.91

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 4300
lq = 4.8

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 5970
lq = 3.99

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 1720
lq = 3.59

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 880
lq = 1.64

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 350
lq = 0.65

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 940
lq = 0.51

[aiOutlook]
teleworkable = false
usageRelease = "2026-01-15-v4-plus-2025-03-27-v2"

[aiOutlook.index]
value = 34
percentile = 32
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 9
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 27
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 66
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.83
percentile = 68
band = "High"
note = "A pre-LLM (2013) estimate of how automatable this job is by computerization and robotics. Shown for historical context only — it is not part of any current AI ranking."

[aiOutlook.eloundou]
alpha = 0.07407407407407407
beta = 0.14814814814814814
gamma = 0.2222222222222222

[aiOutlook.bls]
growthPercent = -1.6
growthPercentile = 20
direction = "Declining"
annualOpeningsThousands = 4.6
annualOpeningsPercentile = 46
employment2024Thousands = 32.5
employment2034Thousands = 32

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.272015
percentile = 9
band = "Low"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.2222222222222222
percentile = 27
band = "Low"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.19559749725801945
percentile = 66
band = "Moderate"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest."
usagePercent = 0.020028018684600815
importance = 4.47

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 1
totalSample = 109
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 42.2
augmentationShare = 54.13
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 42.2

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 35.78

[[aiPlaybook.collaboration]]
label = "learning"
percent = 18.35

[[aiPlaybook.useCase]]
label = "personal"
percent = 94.5

[[aiPlaybook.delegatedTasks]]
task = "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest."
usagePercent = 0.010901362670333791
collaboration = "directive"
autonomyMedian = 3
sampleCount = 109

[[aiPlaybook.boundaryTasks]]
task = "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest."
humanNeededPercent = 100
sampleCount = 109

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: supply guests or travelers with directions, travel information, and other information, such as available services and points of interest. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 17
skills = 34
capabilities = 120
tools = 5
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "40341bb84445285b"

[[tasks]]
text = "Receive and mark baggage by completing and attaching claim checks."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Greet incoming guests and escort them to their rooms."
type = "Core"
iwa = "4.A.3.a.1.l"

[[tasks]]
text = "Transport guests about premises and local areas, or arrange for transportation."
type = "Core"
iwa = "4.A.3.a.1.l"

[[tasks]]
text = "Maintain clean lobbies or entrance areas for travelers or guests."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Transfer luggage, trunks, and packages to and from rooms, loading areas, vehicles, or transportation terminals, by hand or using baggage carts."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Supply guests or travelers with directions, travel information, and other information, such as available services and points of interest."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Explain the operation of room features, such as locks, ventilation systems, and televisions."
type = "Core"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Assist travelers and guests with disabilities."
type = "Core"
iwa = "4.A.4.a.5.i"

[[tasks]]
text = "Deliver messages and room service orders, and run errands for guests."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Act as part of the security team at transportation terminals, hotels, or similar establishments."
type = "Supplemental"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Pick up and return items for laundry and valet service."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Compute and complete charge slips for services rendered and maintain records."
type = "Supplemental"
iwa = "4.A.3.b.6.j"

[[activities]]
name = "Handle luggage or other possessions for patrons."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Provide attraction or event information to patrons."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Provide patrons with directions to locales or attractions."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Provide escort or transportation."
iwa = "4.A.3.a.1.l"

[[activities]]
name = "Greet customers, patrons, or visitors."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Assist individuals with special needs."
iwa = "4.A.4.a.5.i"

[[activities]]
name = "Monitor patron activities to identify problems or potential problems."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Deliver items."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Explain regulations, policies, or procedures."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Arrange services or reservations for patrons."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Clean facilities or work areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Maintain financial or account records."
iwa = "4.A.3.b.6.j"

[[activities]]
name = "Provide notifications to customers or patrons."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Inspect facilities."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Prepare administrative documents."
iwa = "4.A.4.c.1.a"

[[activities]]
name = "Arrange items for use or display."
iwa = "4.A.3.a.2.h"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.58

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.75

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.69

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 3

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 2.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 2.88

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 2.88

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 2.88

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 2.78

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.75

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.75

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.75

[[skills]]
name = "English Language"
type = "Common Skill"

[[skills]]
name = "Active Listening"
type = "Common Skill"

[[skills]]
name = "Speech Recognition"
type = "Specialized Skill"

[[skills]]
name = "Microsoft Word"
type = "Common Skill"

[[skills]]
name = "Microsoft Outlook"
type = "Common Skill"

[[skills]]
name = "Microsoft Excel"
type = "Common Skill"

[[skills]]
name = "Critical Thinking"
type = "Common Skill"

[[skills]]
name = "Time Management"
type = "Common Skill"

[[skills]]
name = "Social Perceptiveness"
type = "Common Skill"

[[skills]]
name = "Reading Comprehension"
type = "Common Skill"

[[skills]]
name = "Information Ordering"
type = "Specialized Skill"

[[skills]]
name = "Inductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Deductive Reasoning"
type = "Common Skill"

[[skills]]
name = "Complex Problem Solving"
type = "Common Skill"

[[skills]]
name = "Writing"
type = "Common Skill"

[[skills]]
name = "Finger Dexterity"
type = "Common Skill"

[[skills]]
name = "Telecommunications"
type = "Specialized Skill"

[[skills]]
name = "Instructing"
type = "Specialized Skill"

[[skills]]
name = "Depth Perception"
type = "Common Skill"

[[skills]]
name = "Mathematics"
type = "Common Skill"

[[skills]]
name = "Geography"
type = "Specialized Skill"

[[skills]]
name = "Visualization"
type = "Specialized Skill"

[[skills]]
name = "Negotiation"
type = "Common Skill"

[[skills]]
name = "Learning Strategies"
type = "Specialized Skill"

[[skills]]
name = "Active Learning"
type = "Common Skill"

[[skills]]
name = "Foreign Language"
type = "Common Skill"

[[skills]]
name = "Systems Analysis"
type = "Specialized Skill"

[[skills]]
name = "Psychology"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Physics"
type = "Specialized Skill"

[[skills]]
name = "Chemistry"
type = "Specialized Skill"

[[skills]]
name = "Biology"
type = "Specialized Skill"

[[skills]]
name = "Installation"
type = "Specialized Skill"

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Corel WordPerfect Office Suite"
category = "Office suite software"
hot = false
inDemand = false

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.78

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.75

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.73

[[workContext]]
name = "Contact With Others"
value = 4.41

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.35

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.33

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.28

[[workContext]]
name = "Telephone Conversations"
value = 4.23

[[workContext]]
name = "Spend Time Standing"
value = 4.18

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.15

[[workContext]]
name = "Physical Proximity"
value = 4.13

[[workContext]]
name = "Spend Time Walking or Running"
value = 4.01

[[workContext]]
name = "Frequency of Decision Making"
value = 3.9

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.83

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.72

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.64

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.51

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.48

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.29

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.28

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.27

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.12

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.06

[[workContext]]
name = "Consequence of Error"
value = 3.01

[[workContext]]
name = "Conflict Situations"
value = 2.98

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.95

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.77

[[workContext]]
name = "E-Mail"
value = 2.71

[[workContext]]
name = "Exposed to Contaminants"
value = 2.66

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.58

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.57

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.54

[[workContext]]
name = "Time Pressure"
value = 2.38

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.36

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.34

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.01

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.99

[[workContext]]
name = "Level of Competition"
value = 1.98

[[workContext]]
name = "Written Letters and Memos"
value = 1.95

[[workContext]]
name = "Degree of Automation"
value = 1.91

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 5.93

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.3

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.92

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.82

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.51

[[personFit]]
name = "Dependability"
family = "work_style"
value = 3

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.55

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.49

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.29

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 2.22

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.7

[[personFit]]
name = "Optimism"
family = "work_style"
value = 1.67

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 1.63

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.6

[[personFit]]
name = "Empathy"
family = "work_style"
value = 1.54

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 1.51

[[relatedRoles]]
socCode = "39-6012.00"
slug = "role-39-6012-00"
title = "Concierges"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-6061.00"
slug = "role-53-6061-00"
title = "Passenger Attendants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4181.00"
slug = "role-43-4181-00"
title = "Reservation and Transportation Ticket Agents and Travel Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-6021.00"
slug = "role-53-6021-00"
title = "Parking Attendants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4081.00"
slug = "role-43-4081-00"
title = "Hotel, Motel, and Resort Desk Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-2031.00"
slug = "role-53-2031-00"
title = "Flight Attendants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "39-3093.00"
slug = "role-39-3093-00"
title = "Locker Room, Coatroom, and Dressing Room Attendants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-2021.00"
slug = "role-41-2021-00"
title = "Counter and Rental Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-9093.00"
slug = "role-33-9093-00"
title = "Transportation Security Screeners"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5021.00"
slug = "role-43-5021-00"
title = "Couriers and Messengers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-2011.00"
slug = "role-41-2011-00"
title = "Cashiers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-3053.00"
slug = "role-53-3053-00"
title = "Shuttle Drivers and Chauffeurs"
tier = "Supplemental"

[[careerClusters]]
cluster = "Hospitality, Events, & Tourism"
slug = "hospitality-events-tourism"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.83
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.272015
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.960085
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9139996
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
