entityType = "role"
schemaVersion = "role.v1"
slug = "role-51-3093-00"
socCode = "51-3093.00"
title = "Food Cooking Machine Operators and Tenders"
summary = "Operate or tend cooking equipment, such as steam cooking vats, deep fry cookers, pressure cookers, kettles, and boilers, to prepare food products."
aliases = ["Fryer Operator", "Kettle Fry Cook Operator", "Machine Operator", "Retort Operator", "Cooker Operator", "Food Production Worker", "Mogul Operator", "Oven Operator", "Peeler Operator", "Thermo Processor", "Bakery Fryer", "Blanching Machine Operator"]
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 = "High School Diploma"
percentage = 85.92

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 13.96

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 0.07

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 0.05

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

[market]
medianWage = 40550
meanWage = 41930
pct10Wage = 30540
pct25Wage = 35310
pct75Wage = 47420
pct90Wage = 54170
employment = 27660
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 22480
medianWage = 42080
lq = 9.82

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 1990
medianWage = 39670
lq = 0.78

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1620
medianWage = 33570
lq = 1.5

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 640
medianWage = 36120
lq = 0.4

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 640
medianWage = 35780
lq = 1.35

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 580
medianWage = 31470
lq = 0.21

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 310
medianWage = 35080
lq = 0.23

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
medianWage = 34590

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 22480
lq = 9.82

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 1620
lq = 1.5

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 640
lq = 1.35

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 1990
lq = 0.78

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 640
lq = 0.4

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 310
lq = 0.23

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 580
lq = 0.21

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 26
percentile = 24
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 33
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 17
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 28
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.61
percentile = 52
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 = 0.12903225806451613
beta = 0.12903225806451613
gamma = 0.12903225806451613

[aiOutlook.bls]
growthPercent = 0.6
growthPercentile = 29
direction = "About average"
annualOpeningsThousands = 4.4
annualOpeningsPercentile = 46
employment2024Thousands = 29.7
employment2034Thousands = 29.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.5559894
percentile = 33
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 = 0.12903225806451613
percentile = 17
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 = 0.0926290853267721
percentile = 28
band = "Low"
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.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"

[counts]
tasks = 17
skills = 32
capabilities = 120
tools = 1
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "3da0ad781a7e738d"

[[tasks]]
text = "Clean, wash, and sterilize equipment and cooking area, using water hoses, cleaning or sterilizing solutions, or rinses."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Read work orders, recipes, or formulas to determine cooking times and temperatures, and ingredient specifications."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Observe gauges, dials, and product characteristics, and adjust controls to maintain appropriate temperature, pressure, and flow of ingredients."
type = "Core"
iwa = "4.A.1.a.2.a"

[[tasks]]
text = "Measure or weigh ingredients, using scales or measuring containers."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Tend or operate and control equipment, such as kettles, cookers, vats and tanks, and boilers, to cook ingredients or prepare products for further processing."
type = "Core"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Record production and test data, such as processing steps, temperature and steam readings, cooking time, batches processed, and test results."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Set temperature, pressure, and time controls, and start conveyers, machines, or pumps."
type = "Core"
iwa = "4.A.3.a.2.i"

[[tasks]]
text = "Activate agitators and paddles to mix or stir ingredients, stopping machines when ingredients are thoroughly mixed."
type = "Supplemental"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Remove cooked material or products from equipment."
type = "Core"
iwa = "4.A.3.a.2.an"

[[tasks]]
text = "Collect and examine product samples during production to test them for quality, color, content, consistency, viscosity, acidity, or specific gravity."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Operate auxiliary machines and equipment, such as grinders, canners, and molding presses, to prepare or further process products."
type = "Supplemental"
iwa = "4.A.3.a.3.l"

[[tasks]]
text = "Pour, dump, or load prescribed quantities of ingredients or products into cooking equipment, manually or using a hoist."
type = "Core"
iwa = "4.A.3.a.1.f"

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

[[activities]]
name = "Watch operating equipment to detect malfunctions."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Operate cooking, baking, or other food preparation equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Notify others of equipment repair or maintenance needs."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Inspect food products."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Collect samples of materials or products for testing."
iwa = "4.A.3.a.2.b"

[[activities]]
name = "Monitor instruments to ensure proper production conditions."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Adjust equipment controls to regulate flow of production materials or products."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Read work orders or other instructions to determine product specifications or materials requirements."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Review blueprints or other instructions to determine operational methods or sequences."
iwa = "4.A.1.a.1.b"

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

[[activities]]
name = "Sterilize food cooking or processing equipment."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Adjust temperature controls of ovens or other heating equipment."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Operate pumping systems or equipment."
iwa = "4.A.3.a.3.b"

[[activities]]
name = "Measure ingredients or substances to be used in production processes."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Adjust equipment controls to regulate coolant flow."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Remove products or workpieces from production equipment."
iwa = "4.A.3.a.2.an"

[[activities]]
name = "Signal others to coordinate work activities."
iwa = "4.A.4.b.1.b"

[[activities]]
name = "Move products, materials, or equipment between work areas."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Load materials into production equipment."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Lift materials or workpieces using cranes or other lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Operate mixing equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Operate grinding equipment."
iwa = "4.A.3.a.3.l"

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 4.35

[[capabilities]]
name = "Food Production"
family = "knowledge"
value = 3.8

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.5

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.31

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.13

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.12

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.11

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3

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

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

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
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 = "English Language"
family = "knowledge"
value = 2.81

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

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 2.75

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

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.75

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 2.75

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 2.75

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

[[capabilities]]
name = "Hearing Sensitivity"
family = "ability"
value = 2.75

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Database Software"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.75

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.74

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.61

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.59

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.56

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.49

[[workContext]]
name = "Contact With Others"
value = 4.4

[[workContext]]
name = "Spend Time Walking or Running"
value = 4.29

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.26

[[workContext]]
name = "Time Pressure"
value = 4.14

[[workContext]]
name = "Spend Time Standing"
value = 3.95

[[workContext]]
name = "Physical Proximity"
value = 3.75

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.69

[[workContext]]
name = "Consequence of Error"
value = 3.65

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.64

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.61

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.6

[[workContext]]
name = "Frequency of Decision Making"
value = 3.55

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.51

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.49

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.46

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.39

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.37

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.34

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.03

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3

[[workContext]]
name = "Exposed to Contaminants"
value = 2.94

[[workContext]]
name = "Degree of Automation"
value = 2.89

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.86

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.82

[[workContext]]
name = "Telephone Conversations"
value = 2.76

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.74

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.73

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.64

[[workContext]]
name = "Exposed to High Places"
value = 2.53

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.5

[[workContext]]
name = "Conflict Situations"
value = 2.42

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.29

[[workContext]]
name = "Level of Competition"
value = 2.29

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.09

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.82

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.67

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.6

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.97

[[personFit]]
name = "Culinary Art"
family = "specific_interest_area"
value = 2.27

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.02

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.98

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.97

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.82

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.79

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.68

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 1.36

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.34

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.26

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.26

[[relatedRoles]]
socCode = "51-3092.00"
slug = "role-51-3092-00"
title = "Food Batchmakers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-3091.00"
slug = "role-51-3091-00"
title = "Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9012.00"
slug = "role-51-9012-00"
title = "Separating, Filtering, Clarifying, Precipitating, and Still Machine Setters, Operators, and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9193.00"
slug = "role-51-9193-00"
title = "Cooling and Freezing Equipment Operators and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9192.00"
slug = "role-51-9192-00"
title = "Cleaning, Washing, and Metal Pickling Equipment Operators and Tenders"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-9023.00"
slug = "role-51-9023-00"
title = "Mixing and Blending Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9051.00"
slug = "role-51-9051-00"
title = "Furnace, Kiln, Oven, Drier, and Kettle Operators and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9111.00"
slug = "role-51-9111-00"
title = "Packaging and Filling Machine Operators and Tenders"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "45-2041.00"
slug = "role-45-2041-00"
title = "Graders and Sorters, Agricultural Products"
tier = "Supplemental"

[[relatedRoles]]
socCode = "51-9041.00"
slug = "role-51-9041-00"
title = "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders"
tier = "Supplemental"

[[careerClusters]]
cluster = "Advanced Manufacturing"
slug = "advanced-manufacturing"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.61
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.5559894
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.7325209
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.6185341
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
