entityType = "role"
schemaVersion = "role.v1"
slug = "role-35-2021-00"
socCode = "35-2021.00"
title = "Food Preparation Workers"
summary = "Perform a variety of food preparation duties other than cooking, such as preparing cold foods and shellfish, slicing meat, and brewing coffee or tea."
aliases = ["Cook", "Deli Clerk (Delicatessen Clerk)", "Dietary Aide", "Food Service Worker (FSW)", "Cook Aide", "Diet Aide", "Food Prep (Food Preparer)", "Food Service Aide", "Line Cook", "Nutrition Aide", "Back of House Team Member (BOH Team Member)", "Cafeteria Aide"]
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 = "Doctoral Degree"
percentage = 4.15

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 2.73

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 1.2

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

[market]
medianWage = 34220
meanWage = 33940
pct10Wage = 23490
pct25Wage = 28740
pct75Wage = 37540
pct90Wage = 44260
employment = 888770
areaTitle = "U.S."

[industries]
count = 28

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 515940
medianWage = 33280
lq = 6.29

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 233660
medianWage = 35270
lq = 2.6

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 214960
medianWage = 35540
lq = 6.96

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 54410
medianWage = 33800
lq = 0.41

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 33580
medianWage = 36190
lq = 0.43

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 15000
medianWage = 35130
lq = 0.2

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 10030
medianWage = 35720
lq = 0.66

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 9920
medianWage = 33500
lq = 0.19

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 7840
medianWage = 33040
lq = 0.51

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 3400
medianWage = 33390
lq = 0.13

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 3040
medianWage = 38770
lq = 1.56

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 2930
medianWage = 29680
lq = 0.21

[[industries.concentrated]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 214960
lq = 6.96

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 515940
lq = 6.29

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 233660
lq = 2.6

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 3040
lq = 1.56

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 280
lq = 0.67

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 10030
lq = 0.66

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 7840
lq = 0.51

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 690
lq = 0.46

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

[aiOutlook.index]
value = 20
percentile = 17
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 8
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 44
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.87
percentile = 74
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 = 0.018518518518518517
beta = 0.037037037037037035
gamma = 0.05555555555555555

[aiOutlook.bls]
growthPercent = -3.4
growthPercentile = 15
direction = "Declining"
annualOpeningsThousands = 148
annualOpeningsPercentile = 97
employment2024Thousands = 902.7
employment2034Thousands = 871.8

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.226416
percentile = 9
band = "Low"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.05555555555555555
percentile = 8
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 = 0.13682859394722605
percentile = 44
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 = "Store food in designated containers and storage areas to prevent spoilage."
usagePercent = 0.019617187532096184
importance = 4.42

[[aiOutlook.usageTasks]]
task = "Keep records of the quantities of food used."
usagePercent = 0.0026704024912801087
importance = 3.96

[[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 = 4
totalSample = 187
autonomyMedian = 3
dominantCollaboration = "learning"
automationShare = 20
augmentationShare = 55.38
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "learning"
percent = 55.38

[[aiPlaybook.collaboration]]
label = "directive"
percent = 20

[[aiPlaybook.useCase]]
label = "personal"
percent = 92.31

[[aiPlaybook.delegatedTasks]]
task = "Store food in designated containers and storage areas to prevent spoilage."
usagePercent = 0.009901237654706838
collaboration = "learning"
autonomyMedian = 3
sampleCount = 99

[[aiPlaybook.delegatedTasks]]
task = "Receive and store food supplies, equipment, and utensils in refrigerators, cupboards, and other storage areas."
usagePercent = 0.0031003875484435553
collaboration = "learning"
autonomyMedian = 3
sampleCount = 31

[[aiPlaybook.boundaryTasks]]
task = "Store food in designated containers and storage areas to prevent spoilage."
humanNeededPercent = 100
sampleCount = 99

[[aiPlaybook.boundaryTasks]]
task = "Receive and store food supplies, equipment, and utensils in refrigerators, cupboards, and other storage areas."
humanNeededPercent = 100
sampleCount = 31

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to store food in designated containers and storage areas to prevent spoilage, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to receive and store food supplies, equipment, and utensils in refrigerators, cupboards, and other storage areas, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 31
skills = 32
capabilities = 120
tools = 15
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "da8535f8a4af643e"

[[tasks]]
text = "Clean and sanitize work areas, equipment, utensils, dishes, or silverware."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Assist cooks and kitchen staff with various tasks as needed, and provide cooks with needed items."
type = "Core"
iwa = "4.A.3.a.2.c"

[[tasks]]
text = "Distribute food to waiters and waitresses to serve to customers."
type = "Supplemental"
iwa = "4.A.4.c.3.c"

[[tasks]]
text = "Take and record temperature of food and food storage areas, such as refrigerators and freezers."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Carry food supplies, equipment, and utensils to and from storage and work areas."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Remove trash and clean kitchen garbage containers."
type = "Core"
iwa = "4.A.3.a.1.e"

[[tasks]]
text = "Store food in designated containers and storage areas to prevent spoilage."
type = "Core"
iwa = "4.A.3.a.2.ak"

[[tasks]]
text = "Weigh or measure ingredients."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Operate cash register, handle money, and give correct change."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Vacuum dining area and sweep and mop kitchen floor."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Inform supervisors when equipment is not working properly and when food and supplies are getting low, and order needed items."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Prepare a variety of foods, such as meats, vegetables, or desserts, according to customers' orders or supervisors' instructions, following approved procedures."
type = "Core"
iwa = "4.A.3.a.2.c"

[[emergingTasks]]
text = "Check and log refrigerator, freezer, and cooler temperatures."

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

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

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

[[activities]]
name = "Assess equipment functioning."
iwa = "4.A.1.a.2.a"

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

[[activities]]
name = "Report information to managers or other 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 = "Clean food service areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Arrange food for serving."
iwa = "4.A.3.a.2.c"

[[activities]]
name = "Store supplies or goods in kitchens or storage areas."
iwa = "4.A.3.a.2.ak"

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

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

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

[[activities]]
name = "Assist chefs or caterers with food or drink preparation."
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 = "Remove trash."
iwa = "4.A.3.a.1.e"

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

[[activities]]
name = "Move equipment, supplies or food to required locations."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Cut cooked or raw foods."
iwa = "4.A.3.a.2.c"

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

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

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.27

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3

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

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

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

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

[[capabilities]]
name = "Food Production"
family = "knowledge"
value = 2.94

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

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 2.88

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.88

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 2.88

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 2.88

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

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

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 2.69

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 2.62

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

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.62

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.5

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.5

[[capabilities]]
name = "Stamina"
family = "ability"
value = 2.5

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 2.5

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.44

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.38

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.38

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.34

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 2.25

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 2.25

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.25

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.12

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.12

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 2.12

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 2

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Barrington Software CookenPro Commercial"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Culinary Software Services ChefTec"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Master Cook Deluxe Professional Cook"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "MicroBlast Recipe Wizard for Windows"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Quizlet"
category = "Computer based training software"
hot = false
inDemand = false

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

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

[[tools]]
example = "YouTube"
category = "Video creation and editing software"
hot = false
inDemand = false

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.68

[[workContext]]
name = "Spend Time Standing"
value = 4.42

[[workContext]]
name = "Contact With Others"
value = 4.18

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.18

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.15

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.1

[[workContext]]
name = "Time Pressure"
value = 3.91

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.89

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

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.59

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.36

[[workContext]]
name = "Physical Proximity"
value = 3.29

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.27

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.25

[[workContext]]
name = "Frequency of Decision Making"
value = 3.17

[[workContext]]
name = "Consequence of Error"
value = 3.11

[[workContext]]
name = "Telephone Conversations"
value = 3.01

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.01

[[workContext]]
name = "Freedom to Make Decisions"
value = 2.93

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.74

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 2.74

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.6

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.5

[[workContext]]
name = "Degree of Automation"
value = 2.5

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.27

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.27

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.17

[[workContext]]
name = "Written Letters and Memos"
value = 2.13

[[workContext]]
name = "E-Mail"
value = 1.99

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.96

[[workContext]]
name = "Level of Competition"
value = 1.95

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 1.94

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.81

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.8

[[workContext]]
name = "Public Speaking"
value = 1.78

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.7

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.69

[[workContext]]
name = "Conflict Situations"
value = 1.65

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.61

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.4

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.8

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.18

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.71

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 2.46

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.23

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

[[personFit]]
name = "Artistic"
family = "career_interest_type"
value = 1.9

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.88

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.84

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 1.69

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.35

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.23

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 1.21

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.2

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.2

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

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

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

[[relatedRoles]]
socCode = "35-2012.00"
slug = "role-35-2012-00"
title = "Cooks, Institution and Cafeteria"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-3021.00"
slug = "role-51-3021-00"
title = "Butchers and Meat Cutters"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-3011.00"
slug = "role-51-3011-00"
title = "Bakers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "35-2011.00"
slug = "role-35-2011-00"
title = "Cooks, Fast Food"
tier = "Primary-Long"

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

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

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.87
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.226416
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.701858
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.9339887
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
