entityType = "role"
schemaVersion = "role.v1"
slug = "role-35-3031-00"
socCode = "35-3031.00"
title = "Waiters and Waitresses"
summary = "Take orders and serve food and beverages to patrons at tables in dining establishment."
aliases = ["Food Server", "Server", "Waiter", "Waitress", "Banquet Server", "Busser", "Cocktail Server", "Food Runner", "Restaurant Server", "Room Service Server", "Banquet Waiter", "Banquet Waitress"]
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 = 57.57

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 32.33

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 8.29

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 1.14

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 0.67

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

[market]
medianWage = 33760
meanWage = 38360
pct10Wage = 18500
pct25Wage = 25690
pct75Wage = 45350
pct90Wage = 62510
employment = 2302690
areaTitle = "U.S."

[industries]
count = 22

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 2116650
medianWage = 33710
lq = 9.96

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 1735540
medianWage = 33780
lq = 21.68

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 96680
medianWage = 34350
lq = 2.45

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 26770
medianWage = 32900
lq = 5.32

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 20180
medianWage = 36120
lq = 0.11

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 15640
medianWage = 32610
lq = 0.05

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 15470
medianWage = 37440
lq = 0.11

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 11970
medianWage = 33990
lq = 0.18

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 11140
medianWage = 39210
lq = 0.28

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 7700
medianWage = 29120
lq = 0.03

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 4930
medianWage = 29850
lq = 0.11

[[industries.top]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 3120
medianWage = 34480
lq = 2.89

[[industries.concentrated]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 1735540
lq = 21.68

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 2116650
lq = 9.96

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 26770
lq = 5.32

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 3120
lq = 2.89

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 96680
lq = 2.45

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 3040
lq = 0.32

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 11140
lq = 0.28

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 11970
lq = 0.18

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

[aiOutlook.index]
value = 45
percentile = 44
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 20
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 83
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.94
percentile = 86
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 = 0.08163265306122448
beta = 0.18367346938775508
gamma = 0.2857142857142857

[aiOutlook.bls]
growthPercent = -0.7
growthPercentile = 23
direction = "Declining"
annualOpeningsThousands = 456.7
annualOpeningsPercentile = 99
employment2024Thousands = 2329.7
employment2034Thousands = 2313.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.9481003
percentile = 20
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 = 0.2857142857142857
percentile = 31
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 = 0.26106700321404414
percentile = 83
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 = "Describe and recommend wines to customers."
usagePercent = 0.005957051711317166
importance = 3.76

[[aiOutlook.usageTasks]]
task = "Explain how various menu items are prepared, describing ingredients and cooking methods."
usagePercent = 0.002464986915027793
importance = 4.25

[[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 = 3
totalSample = 220
autonomyMedian = 3.5
dominantCollaboration = "directive"
automationShare = 42.93
augmentationShare = 42.94
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 42.93

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 23.04

[[aiPlaybook.collaboration]]
label = "learning"
percent = 19.9

[[aiPlaybook.useCase]]
label = "personal"
percent = 91.62

[[aiPlaybook.delegatedTasks]]
task = "Describe and recommend wines to customers."
usagePercent = 0.013901737717214653
collaboration = "directive"
autonomyMedian = 4
sampleCount = 139

[[aiPlaybook.delegatedTasks]]
task = "Provide guests with information about local areas, including giving directions."
usagePercent = 0.005200650081260158
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 52

[[aiPlaybook.boundaryTasks]]
task = "Provide guests with information about local areas, including giving directions."
humanNeededPercent = 100
sampleCount = 52

[[aiPlaybook.boundaryTasks]]
task = "Describe and recommend wines to customers."
humanNeededPercent = 98.56115107913669
sampleCount = 139

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: describe and recommend wines to customers. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: provide guests with information about local areas, including giving directions. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 25
skills = 32
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 = "b57ebdc72cf94e15"

[[tasks]]
text = "Collect payments from customers."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Check patrons' identification to ensure that they meet minimum age requirements for consumption of alcoholic beverages."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Write patrons' food orders on order slips, memorize orders, or enter orders into computers for transmittal to kitchen staff."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Check with customers to ensure that they are enjoying their meals, and take action to correct any problems."
type = "Core"
iwa = "4.A.4.a.8.c"

[[tasks]]
text = "Take orders from patrons for food or beverages."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Prepare checks that itemize and total meal costs and sales taxes."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Remove dishes and glasses from tables or counters, and take them to kitchen for cleaning."
type = "Core"
iwa = "4.A.3.a.1.o"

[[tasks]]
text = "Clean tables or counters after patrons have finished dining."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Serve food or beverages to patrons, and prepare or serve specialty dishes at tables as required."
type = "Core"
iwa = "4.A.3.a.1.o"

[[tasks]]
text = "Perform cleaning duties, such as sweeping and mopping floors, vacuuming carpet, tidying up server station, taking out trash, or checking and cleaning bathroom."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Present menus to patrons and answer questions about menu items, making recommendations upon request."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Prepare tables for meals, including setting up items such as linens, silverware, and glassware."
type = "Core"
iwa = "4.A.3.a.1.o"

[[emergingTasks]]
text = "Check with customers to see if they want to apply any rewards to their purchase."

[[emergingTasks]]
text = "Perform routine tasks, such as refilling syrups, sanitizer bottles, and other essential supplies."

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

[[activities]]
name = "Collect dirty dishes or other tableware."
iwa = "4.A.3.a.1.o"

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

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

[[activities]]
name = "Clean food preparation areas, facilities, or equipment."
iwa = "4.A.3.a.1.c"

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

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

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

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

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

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

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

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

[[activities]]
name = "Prepare hot or cold beverages."
iwa = "4.A.3.a.2.c"

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

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

[[activities]]
name = "Add garnishes to food."
iwa = "4.A.3.a.2.c"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.94

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.88

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.75

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.62

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.27

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 3.25

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.25

[[capabilities]]
name = "Stamina"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.88

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

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

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

[[capabilities]]
name = "Gross Body Coordination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.75

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

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.75

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

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 2.75

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.75

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Food Production"
family = "knowledge"
value = 2.62

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.62

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

[[capabilities]]
name = "Memorization"
family = "ability"
value = 2.62

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Foreign Language"
type = "Common 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 = "Blink"
category = "Instant messaging software"
hot = false
inDemand = false

[[tools]]
example = "Compris Advanced Manager's Workstation"
category = "Point of sale POS software"
hot = false
inDemand = false

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

[[workContext]]
name = "Contact With Others"
value = 4.82

[[workContext]]
name = "Spend Time Standing"
value = 4.67

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.52

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

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.46

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.3

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.91

[[workContext]]
name = "Physical Proximity"
value = 3.91

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.9

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.77

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.63

[[workContext]]
name = "Telephone Conversations"
value = 3.61

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.54

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.46

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.45

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.4

[[workContext]]
name = "Frequency of Decision Making"
value = 3.39

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.38

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.12

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.08

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.05

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.05

[[workContext]]
name = "Public Speaking"
value = 2.83

[[workContext]]
name = "Time Pressure"
value = 2.79

[[workContext]]
name = "Conflict Situations"
value = 2.65

[[workContext]]
name = "Degree of Automation"
value = 2.64

[[workContext]]
name = "Level of Competition"
value = 2.45

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.31

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.29

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.92

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.86

[[workContext]]
name = "E-Mail"
value = 1.81

[[workContext]]
name = "Written Letters and Memos"
value = 1.79

[[workContext]]
name = "Consequence of Error"
value = 1.72

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.64

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.64

[[workContext]]
name = "Exposed to Contaminants"
value = 1.63

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.51

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.49

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.37

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.95

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.72

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 4.12

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.06

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

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 3.37

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.61

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 2.57

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.47

[[personFit]]
name = "Optimism"
family = "work_style"
value = 2.02

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 1.93

[[personFit]]
name = "Empathy"
family = "work_style"
value = 1.89

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.84

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 1.77

[[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 = "35-3011.00"
slug = "role-35-3011-00"
title = "Bartenders"
tier = "Primary-Short"

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

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

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

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

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

[[relatedRoles]]
socCode = "35-2015.00"
slug = "role-35-2015-00"
title = "Cooks, Short Order"
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 = "35-2013.00"
slug = "role-35-2013-00"
title = "Cooks, Private Household"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.94
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.9481003
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -2.11317
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.4693402
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
