entityType = "role"
schemaVersion = "role.v1"
slug = "role-35-3011-00"
socCode = "35-3011.00"
title = "Bartenders"
summary = "Mix and serve drinks to patrons, directly or through waitstaff."
aliases = ["Banquet Bartender", "Bar Captain", "Bartender", "Mixologist", "Bar Attendant", "Bar Tender", "Barkeep", "Barkeeper", "Barmaid", "Barman", "Catering Bartender", "Drink Mixer"]

[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 = 42.96

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 36.98

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 16.37

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.57

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 1.12

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

[market]
medianWage = 33530
meanWage = 39880
pct10Wage = 19930
pct25Wage = 25790
pct75Wage = 46790
pct90Wage = 71920
employment = 745610
areaTitle = "U.S."

[industries]
count = 22

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 588740
medianWage = 34020
lq = 8.55

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 308430
medianWage = 35090
lq = 11.9

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 55000
medianWage = 31950
lq = 4.3

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 42310
medianWage = 27580
lq = 1.98

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 38190
medianWage = 35030
lq = 0.62

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 12690
medianWage = 37440
lq = 7.79

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 5600
medianWage = 34080
lq = 0.07

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 4530
medianWage = 39970
lq = 0.1

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 3290
medianWage = 31760
lq = 0.29

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2830
medianWage = 40150
lq = 0.22

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 2750
medianWage = 32160
lq = 0.2

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 2250
medianWage = 33340
lq = 6.43

[[industries.concentrated]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 308430
lq = 11.9

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 588740
lq = 8.55

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 12690
lq = 7.79

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 2250
lq = 6.43

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 55000
lq = 4.3

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 42310
lq = 1.98

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 38190
lq = 0.62

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 1730
lq = 0.57

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

[aiOutlook.index]
value = 41
percentile = 39
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 31
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 30
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 62
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.77
percentile = 62
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 = 0.1111111111111111
beta = 0.19444444444444442
gamma = 0.2777777777777778

[aiOutlook.bls]
growthPercent = 5.9
growthPercentile = 80
direction = "About average"
annualOpeningsThousands = 129.6
annualOpeningsPercentile = 97
employment2024Thousands = 756.7
employment2034Thousands = 801.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.6159883
percentile = 31
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 = 0.2777777777777778
percentile = 30
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 = 0.17834916442477397
percentile = 62
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 = "Create drink recipes."
usagePercent = 0.009551824295732696
importance = 3.42

[[aiOutlook.usageTasks]]
task = "Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks."
usagePercent = 0.002464986915027793
importance = 4.33

[[aiOutlook.usageTasks]]
task = "Check identification of customers to verify age requirements for purchase of alcohol."
usagePercent = 0.0018487401862708444
importance = 4.74

[[aiOutlook.usageTasks]]
task = "Take beverage orders from serving staff or directly from patrons."
usagePercent = 0.0018487401862708444
importance = 4.61

[[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 = 2
taskCount = 2
totalSample = 102
autonomyMedian = 4
dominantCollaboration = "directive"
automationShare = 27.45
augmentationShare = 24.51
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 27.45

[[aiPlaybook.collaboration]]
label = "learning"
percent = 24.51

[[aiPlaybook.useCase]]
label = "personal"
percent = 86.27

[[aiPlaybook.delegatedTasks]]
task = "Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks."
usagePercent = 0.007200900112514064
collaboration = "directive"
autonomyMedian = 4
sampleCount = 72

[[aiPlaybook.delegatedTasks]]
task = "Create drink recipes."
usagePercent = 0.0030003750468808603
autonomyMedian = 4
sampleCount = 30

[[aiPlaybook.boundaryTasks]]
task = "Mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks."
humanNeededPercent = 100
sampleCount = 72

[[aiPlaybook.boundaryTasks]]
task = "Create drink recipes."
humanNeededPercent = 96.66666666666667
sampleCount = 30

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: mix ingredients, such as liquor, soda, water, sugar, and bitters, to prepare cocktails and other drinks. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: create drink recipes"

[counts]
tasks = 20
skills = 33
capabilities = 120
tools = 11
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "6ccb55358bb043b7"

[[tasks]]
text = "Clean glasses, utensils, and bar equipment."
type = "Core"
iwa = "4.A.3.a.1.h"

[[tasks]]
text = "Collect money for drinks served."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Check identification of customers to verify age requirements for purchase of alcohol."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Balance cash receipts."
type = "Core"
iwa = "4.A.2.a.2.d"

[[tasks]]
text = "Clean bars, work areas, and tables."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Attempt to limit problems and liability related to customers' excessive drinking by taking steps such as persuading customers to stop drinking, or ordering taxis or other transportation for intoxicated patrons."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Take beverage orders from serving staff or directly from patrons."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Serve wine, and bottled or draft beer."
type = "Core"
iwa = "4.A.3.a.1.o"

[[tasks]]
text = "Plan, organize, and control the operations of a cocktail lounge or bar."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Stock bar with beer, wine, liquor, and related supplies such as ice, glassware, napkins, or straws."
type = "Core"
iwa = "4.A.3.a.2.ak"

[[tasks]]
text = "Serve snacks or food items to customers seated at the bar."
type = "Core"
iwa = "4.A.3.a.1.o"

[[tasks]]
text = "Supervise the work of bar staff and other bartenders."
type = "Supplemental"
iwa = "4.A.4.b.4.j"

[[emergingTasks]]
text = "Provide customers with directions or answers to questions."

[[activities]]
name = "Stock serving stations or dining areas with food or supplies."
iwa = "4.A.3.a.2.ak"

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

[[activities]]
name = "Enforce rules or regulations."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Balance receipts."
iwa = "4.A.2.a.2.d"

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

[[activities]]
name = "Clean tableware."
iwa = "4.A.3.a.1.h"

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

[[activities]]
name = "Serve food or beverages."
iwa = "4.A.3.a.1.o"

[[activities]]
name = "Clean food service areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Mix ingredients."
iwa = "4.A.3.a.1.a"

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

[[activities]]
name = "Prepare foods for cooking or serving."
iwa = "4.A.3.a.2.c"

[[activities]]
name = "Arrange tables or dining areas."
iwa = "4.A.3.a.1.o"

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

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

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

[[activities]]
name = "Cook foods."
iwa = "4.A.3.a.2.c"

[[activities]]
name = "Create new recipes or food presentations."
iwa = "4.A.2.b.2.d"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.44

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.75

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.63

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.16

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.14

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.12

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Written Expression"
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 = "Memorization"
family = "ability"
value = 3

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

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 3

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.99

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.98

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.96

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Compris software"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "Focus point of sale POS software"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "Intuit QuickBooks Point of Sale"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "MICROS Systems HSI Profits Series"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "NCR Advanced Checkout Solution"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "NCR NeighborhoodPOS"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "The General Store"
category = "Point of sale POS software"
hot = false
inDemand = false

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

[[workContext]]
name = "Contact With Others"
value = 4.7

[[workContext]]
name = "Spend Time Standing"
value = 4.57

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.25

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.2

[[workContext]]
name = "Physical Proximity"
value = 4.14

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.03

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.93

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.88

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.73

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.7

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.69

[[workContext]]
name = "Frequency of Decision Making"
value = 3.65

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.64

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.46

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.28

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.23

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.21

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.09

[[workContext]]
name = "Conflict Situations"
value = 2.89

[[workContext]]
name = "Telephone Conversations"
value = 2.87

[[workContext]]
name = "Written Letters and Memos"
value = 2.86

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.78

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.71

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.7

[[workContext]]
name = "Level of Competition"
value = 2.36

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.31

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.17

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.16

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.11

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.08

[[workContext]]
name = "Degree of Automation"
value = 2.03

[[workContext]]
name = "E-Mail"
value = 1.97

[[workContext]]
name = "Exposed to Contaminants"
value = 1.94

[[workContext]]
name = "Time Pressure"
value = 1.75

[[workContext]]
name = "Public Speaking"
value = 1.69

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.56

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.45

[[workContext]]
name = "Spend Time Sitting"
value = 1.44

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.43

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.65

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.6

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.53

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.85

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.74

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 3.56

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 3.14

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.09

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

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.83

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.38

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 2.3

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 2.06

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.03

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 2.02

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 2.02

[[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 = "35-3023.00"
slug = "role-35-3023-00"
title = "Fast Food and Counter Workers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "35-2021.00"
slug = "role-35-2021-00"
title = "Food Preparation Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "35-1011.00"
slug = "role-35-1011-00"
title = "Chefs and Head Cooks"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "35-2014.00"
slug = "role-35-2014-00"
title = "Cooks, Restaurant"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "35-2015.00"
slug = "role-35-2015-00"
title = "Cooks, Short Order"
tier = "Primary-Long"

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

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

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

[[studyPrograms]]
title = "Culinary, Entertainment, and Personal Services"
slug = "culinary-entertainment-and-personal-services"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.77
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.6159883
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.072689
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.4109996
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
