entityType = "role"
schemaVersion = "role.v1"
slug = "role-39-3093-00"
socCode = "39-3093.00"
title = "Locker Room, Coatroom, and Dressing Room Attendants"
summary = "Provide personal items to patrons or customers in locker rooms, dressing rooms, or coatrooms."
aliases = ["Athletic Equipment Manager", "Ladies Locker Room Attendant", "Locker Room Attendant", "Spa Attendant", "Coat Check Attendant", "Coat Checker", "Coat Room Attendant", "Fitting Room Attendant", "Area Attendant", "Attendant", "Bath Attendant", "Bath Steward"]
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 = "High School Diploma"
percentage = 64.84

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 22.02

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 7.68

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 5.47

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

[market]
medianWage = 34800
meanWage = 36490
pct10Wage = 23530
pct25Wage = 29120
pct75Wage = 41530
pct90Wage = 50790
employment = 14960
areaTitle = "U.S."

[industries]
count = 11

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 5870
medianWage = 34940
lq = 22.9

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3490
medianWage = 29040
lq = 8.13

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 3390
medianWage = 37470
lq = 2.45

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1390
medianWage = 44270
lq = 1.05

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 1220
medianWage = 36160
lq = 19.95

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 520
medianWage = 33030
lq = 15.9

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 240
medianWage = 33610
lq = 0.27

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
medianWage = 33000
lq = 0.78

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 150
medianWage = 35710
lq = 0.65

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 70
medianWage = 26860

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 70
medianWage = 33920

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 5870
lq = 22.9

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 1220
lq = 19.95

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 520
lq = 15.9

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3490
lq = 8.13

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 3390
lq = 2.45

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 1390
lq = 1.05

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
lq = 0.78

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 150
lq = 0.65

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

[aiOutlook.index]
value = 37
percentile = 35
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 39
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 63
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.43
percentile = 45
band = "Moderate"
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 = 0.06451612903225806
beta = 0.06451612903225806
gamma = 0.06451612903225806

[aiOutlook.bls]
growthPercent = 6.4
growthPercentile = 83
direction = "About average"
annualOpeningsThousands = 4.2
annualOpeningsPercentile = 45
employment2024Thousands = 15.6
employment2034Thousands = 16.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.3454376
percentile = 39
band = "Moderate"
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 = 0.06451612903225806
percentile = 9
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 = 0.18058895636852326
percentile = 63
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 = "Answer customer inquiries or explain cost, availability, policies, and procedures of facilities."
usagePercent = 0.015611583795176022
importance = 4.05

[[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 = 2
totalSample = 54
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 42.11
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 42.11

[[aiPlaybook.useCase]]
label = "personal"
percent = 92.11

[[aiPlaybook.delegatedTasks]]
task = "Answer customer inquiries or explain cost, availability, policies, and procedures of facilities."
usagePercent = 0.003800475059382423
collaboration = "directive"
autonomyMedian = 3
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Answer customer inquiries or explain cost, availability, policies, and procedures of facilities."
humanNeededPercent = 97.36842105263158
sampleCount = 38

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: answer customer inquiries or explain cost, availability, policies, and procedures of facilities. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 23
skills = 34
capabilities = 120
tools = 9
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "9cfe358a6505a1a3"

[[tasks]]
text = "Clean and polish footwear, using brushes, sponges, cleaning fluid, polishes, waxes, liquid or sole dressing, and daubers."
type = "Supplemental"
iwa = "4.A.3.a.1.h"

[[tasks]]
text = "Provide towels and sheets to clients in public baths, steam rooms, and restrooms."
type = "Core"
iwa = "4.A.4.c.3.c"

[[tasks]]
text = "Activate emergency action plans and administer first aid, as necessary."
type = "Supplemental"
iwa = "4.A.4.a.5.g"

[[tasks]]
text = "Assign dressing room facilities, locker space, or clothing containers to patrons of athletic or bathing establishments."
type = "Core"
iwa = "4.A.4.c.3.c"

[[tasks]]
text = "Check supplies to ensure adequate availability, and order new supplies when necessary."
type = "Core"
iwa = "4.A.4.c.3.g"

[[tasks]]
text = "Monitor patrons' facility use to ensure that rules and regulations are followed, and safety and order are maintained."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Clean facilities such as floors or locker rooms."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Procure beverages, food, and other items as requested."
type = "Supplemental"
iwa = "4.A.4.c.3.e"

[[tasks]]
text = "Collect soiled linen or clothing for laundering."
type = "Supplemental"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Answer customer inquiries or explain cost, availability, policies, and procedures of facilities."
type = "Core"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Refer guest problems or complaints to supervisors."
type = "Core"
iwa = "4.A.4.a.8.c"

[[tasks]]
text = "Store personal possessions for patrons, issue claim checks for articles stored, and return articles on receipt of checks."
type = "Supplemental"
iwa = "4.A.3.a.1.j"

[[emergingTasks]]
text = "Maintain or repair athletic equipment."

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

[[activities]]
name = "Assign resources or facilities to patrons or employees."
iwa = "4.A.4.c.3.c"

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

[[activities]]
name = "Respond to customer inquiries."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Monitor availability of equipment or supplies."
iwa = "4.A.4.c.3.g"

[[activities]]
name = "Resolve customer complaints or problems."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Clean fabrics or apparel."
iwa = "4.A.3.a.1.h"

[[activities]]
name = "Prepare operational reports or records."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Communicate with management or other staff to resolve problems."
iwa = "4.A.4.b.1.a"

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

[[activities]]
name = "Purchase products or services."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Administer first aid."
iwa = "4.A.4.a.5.g"

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

[[activities]]
name = "Distribute resources to patrons or employees."
iwa = "4.A.4.c.3.c"

[[activities]]
name = "Perform housekeeping duties."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Maintain facilities."
iwa = "4.A.3.b.4.a"

[[activities]]
name = "Help clients get needed services or resources."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Mark materials or objects for identification."
iwa = "4.A.1.b.1.a"

[[activities]]
name = "Maintain supply or equipment inventories."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Store items."
iwa = "4.A.3.a.2.ak"

[[activities]]
name = "Set up mechanical equipment."
iwa = "4.A.3.a.2.at"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.68

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.5

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.42

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.25

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 2.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.75

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.75

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 2.75

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.62

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.5

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 2.5

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.38

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.3

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.25

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.25

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.25

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.25

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 2.25

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 2.2

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 2.15

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.13

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.13

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 2.13

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.12

[[capabilities]]
name = "Stamina"
family = "ability"
value = 2.12

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.12

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 2.11

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

[[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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "IBM Lotus 1-2-3"
category = "Spreadsheet software"
hot = false
inDemand = false

[[tools]]
example = "IntelliTrack DMS Check In-Out"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Inventory tracking software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "SportSoft Equipment Manager"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "Contact With Others"
value = 4.73

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.7

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.43

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.42

[[workContext]]
name = "Spend Time Standing"
value = 4.16

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.97

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.95

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.87

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.63

[[workContext]]
name = "Physical Proximity"
value = 3.56

[[workContext]]
name = "Telephone Conversations"
value = 3.54

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.46

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.38

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.31

[[workContext]]
name = "Frequency of Decision Making"
value = 3.31

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.25

[[workContext]]
name = "Time Pressure"
value = 3.24

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.22

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.06

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.98

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.88

[[workContext]]
name = "Exposed to Contaminants"
value = 2.82

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.78

[[workContext]]
name = "Conflict Situations"
value = 2.76

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.63

[[workContext]]
name = "Written Letters and Memos"
value = 2.11

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.99

[[workContext]]
name = "Spend Time Sitting"
value = 1.96

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.89

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.78

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.69

[[workContext]]
name = "Consequence of Error"
value = 1.69

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.65

[[workContext]]
name = "Degree of Automation"
value = 1.65

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.57

[[workContext]]
name = "Level of Competition"
value = 1.56

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.53

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.5

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.47

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.39

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.59

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.44

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.16

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.14

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.84

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.49

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.01

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

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 1.67

[[personFit]]
name = "Athletics"
family = "specific_interest_area"
value = 1.67

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.64

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.56

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 1.53

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.48

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.44

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

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

[[relatedRoles]]
socCode = "35-3041.00"
slug = "role-35-3041-00"
title = "Food Servers, Nonrestaurant"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "39-6011.00"
slug = "role-39-6011-00"
title = "Baggage Porters and Bellhops"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "35-9031.00"
slug = "role-35-9031-00"
title = "Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "35-3031.00"
slug = "role-35-3031-00"
title = "Waiters and Waitresses"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-2031.00"
slug = "role-41-2031-00"
title = "Retail Salespersons"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "37-2012.00"
slug = "role-37-2012-00"
title = "Maids and Housekeeping Cleaners"
tier = "Supplemental"

[[relatedRoles]]
socCode = "35-9011.00"
slug = "role-35-9011-00"
title = "Dining Room and Cafeteria Attendants and Bartender Helpers"
tier = "Supplemental"

[[careerClusters]]
cluster = "Arts, Entertainment, & Design"
slug = "arts-entertainment-design"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.43
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.3454376
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.908043
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.2794888
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
