entityType = "role"
schemaVersion = "role.v1"
slug = "role-35-9031-00"
socCode = "35-9031.00"
title = "Hosts and Hostesses, Restaurant, Lounge, and Coffee Shop"
summary = "Welcome patrons, seat them at tables or in lounge, and help ensure quality of facilities and service."
aliases = ["Greeter", "Hospitality Coordinator", "Host", "Hostess", "Buffet Hostess", "Dining Coordinator", "General Teller", "Host Coordinator", "Maitre D' (Maitre d'hotel)", "Seater", "Bar Host", "Bar Hostess"]
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 = 41.98

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 29.2

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 15.7

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 13.12

[educationLevel]
category = "No formal educational credential"
slug = "no-formal-educational-credential"

[market]
medianWage = 30380
meanWage = 32030
pct10Wage = 22010
pct25Wage = 26630
pct75Wage = 35840
pct90Wage = 42600
employment = 427150
areaTitle = "U.S."

[industries]
count = 19

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 404440
medianWage = 30220
lq = 10.26

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 357110
medianWage = 29990
lq = 24.04

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 11830
medianWage = 33110
lq = 1.62

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 3930
medianWage = 36880
lq = 4.21

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 3530
medianWage = 38390
lq = 0.06

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2410
medianWage = 31780
lq = 0.07

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1240
medianWage = 31200
lq = 0.05

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1230
medianWage = 28220
lq = 0.03

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 870
medianWage = 34130
lq = 0.07

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 470
medianWage = 29340
lq = 0.27

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 360
medianWage = 32670
lq = 1.8

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
medianWage = 33770
lq = 0.05

[[industries.concentrated]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 357110
lq = 24.04

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 404440
lq = 10.26

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 3930
lq = 4.21

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 360
lq = 1.8

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 11830
lq = 1.62

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 470
lq = 0.27

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2410
lq = 0.07

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 870
lq = 0.07

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

[aiOutlook.index]
value = 58
percentile = 57
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 47
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 38
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 89
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.97
percentile = 94
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 = 0.05714285714285714
beta = 0.22857142857142856
gamma = 0.39999999999999997

[aiOutlook.bls]
growthPercent = -1.5
growthPercentile = 21
direction = "Declining"
annualOpeningsThousands = 107.7
annualOpeningsPercentile = 95
employment2024Thousands = 429.9
employment2034Thousands = 423.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.0565477
percentile = 47
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 = 0.39999999999999997
percentile = 38
band = "Moderate"
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 = 0.3049908903590614
percentile = 89
band = "High"
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 = "Maintain contact with kitchen staff, management, serving staff, and customers to ensure that dining details are handled properly and customers' concerns are addressed."
usagePercent = 0.009551824295732696
importance = 4.58

[[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 = 1697
autonomyMedian = 3
dominantCollaboration = "task iteration"
automationShare = 40.95
augmentationShare = 57.46
workUsePercent = 59.12
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 52.15

[[aiPlaybook.collaboration]]
label = "directive"
percent = 38.8

[[aiPlaybook.collaboration]]
label = "learning"
percent = 3.22

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 2.15

[[aiPlaybook.collaboration]]
label = "validation"
percent = 2.09

[[aiPlaybook.collaboration]]
label = "none"
percent = 1.61

[[aiPlaybook.useCase]]
label = "work"
percent = 59.12

[[aiPlaybook.useCase]]
label = "personal"
percent = 37.72

[[aiPlaybook.useCase]]
label = "coursework"
percent = 3.16

[[aiPlaybook.delegatedTasks]]
task = "Plan parties or other special events and services."
usagePercent = 0.16782097762220277
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 1678

[[aiPlaybook.boundaryTasks]]
task = "Plan parties or other special events and services."
humanNeededPercent = 98.68891537544697
sampleCount = 1678

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: plan parties or other special events and services. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 20
skills = 34
capabilities = 120
tools = 10
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "7162fc6c4ad86504"

[[tasks]]
text = "Provide guests with menus."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Greet guests and seat them at tables or in waiting areas."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Maintain contact with kitchen staff, management, serving staff, and customers to ensure that dining details are handled properly and customers' concerns are addressed."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Assign patrons to tables suitable for their needs and according to rotation so that servers receive an appropriate number of seatings."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Speak with patrons to ensure satisfaction with food and service, to respond to complaints, or to make conversation."
type = "Core"
iwa = "4.A.4.a.8.c"

[[tasks]]
text = "Inspect dining and serving areas to ensure cleanliness and proper setup."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Operate cash registers to accept payments for food and beverages."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Supervise and coordinate activities of dining room staff to ensure that patrons receive prompt and courteous service."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Answer telephone calls and respond to inquiries or transfer calls."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Assist other restaurant workers by serving food and beverages, or by bussing tables."
type = "Core"
iwa = "4.A.3.a.2.c"

[[tasks]]
text = "Inspect restrooms for cleanliness and availability of supplies, and clean restrooms when necessary."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Direct patrons to coatrooms and waiting areas, such as lounges."
type = "Supplemental"
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Assist customers with seating arrangements."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Communicate with customers to resolve complaints or ensure satisfaction."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Provide customers with general information or assistance."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Inspect facilities, equipment or supplies to ensure conformance to standards."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Package food or supplies."
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Take customer orders."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Assist chefs or caterers with food or drink preparation."
iwa = "4.A.3.a.2.c"

[[activities]]
name = "Present food or beverage information or menus to customers."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Schedule dining reservations."
iwa = "4.A.2.b.5.a"

[[activities]]
name = "Communicate dining or order details to kitchen personnel."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Operate cash registers."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Process customer bills or payments."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Record operational or production data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Coordinate activities of food service staff."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Order materials, supplies, or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "Train food preparation or food service personnel."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Perform human resources activities."
iwa = "4.A.4.c.2.b"

[[activities]]
name = "Plan menu options."
iwa = "4.A.2.b.2.d"

[[activities]]
name = "Manage food service operations or parts of operations."
iwa = "4.A.4.b.4.j"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.5

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

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

[[capabilities]]
name = "Food Production"
family = "knowledge"
value = 2.99

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

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.88

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

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

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.88

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Negotiation"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.62

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 2.47

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.44

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 2.43

[[capabilities]]
name = "Foreign Language"
family = "knowledge"
value = 2.42

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.38

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.38

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.37

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 2.36

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.36

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 2.28

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Equipment Maintenance"
type = "Specialized 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 Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Avenista Table Reservations"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "GuestBridge Reserve"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Hospitality Control Solutions Aloha Point-of-Sale"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "iMagic Restaurant Reservation"
category = "Calendar and scheduling software"
hot = false
inDemand = false

[[tools]]
example = "OpenTable"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Reservation software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Spend Time Standing"
value = 4.82

[[workContext]]
name = "Contact With Others"
value = 4.81

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.72

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.67

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.66

[[workContext]]
name = "Spend Time Walking or Running"
value = 4.47

[[workContext]]
name = "Telephone Conversations"
value = 4.24

[[workContext]]
name = "Physical Proximity"
value = 4.21

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.2

[[workContext]]
name = "Frequency of Decision Making"
value = 4.19

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.16

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.93

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.84

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.73

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.61

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.6

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.48

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.42

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.03

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.01

[[workContext]]
name = "Conflict Situations"
value = 2.97

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.8

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.71

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.53

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.49

[[workContext]]
name = "Written Letters and Memos"
value = 2.38

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.35

[[workContext]]
name = "Level of Competition"
value = 2.2

[[workContext]]
name = "Time Pressure"
value = 2.18

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.12

[[workContext]]
name = "Public Speaking"
value = 2.1

[[workContext]]
name = "Degree of Automation"
value = 2.08

[[workContext]]
name = "Consequence of Error"
value = 2.05

[[workContext]]
name = "Spend Time Sitting"
value = 1.74

[[workContext]]
name = "Exposed to Contaminants"
value = 1.67

[[workContext]]
name = "E-Mail"
value = 1.58

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.48

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.48

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.45

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.42

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 5.8

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 5.24

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.44

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.09

[[personFit]]
name = "Dependability"
family = "work_style"
value = 4

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.19

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

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.69

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.45

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.35

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.25

[[personFit]]
name = "Optimism"
family = "work_style"
value = 2.14

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 2

[[personFit]]
name = "Empathy"
family = "work_style"
value = 1.83

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.79

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 1.75

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

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

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

[[relatedRoles]]
socCode = "35-3023.00"
slug = "role-35-3023-00"
title = "Fast Food and Counter Workers"
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 = "35-3011.00"
slug = "role-35-3011-00"
title = "Bartenders"
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 = "53-6061.00"
slug = "role-53-6061-00"
title = "Passenger Attendants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "35-3023.01"
slug = "role-35-3023-01"
title = "Baristas"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-9011.00"
slug = "role-41-9011-00"
title = "Demonstrators and Product Promoters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "35-1012.00"
slug = "role-35-1012-00"
title = "First-Line Supervisors of Food Preparation and Serving Workers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "11-9051.00"
slug = "role-11-9051-00"
title = "Food Service Managers"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.97
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.0565477
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.9270184
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.1821651
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
