entityType = "role"
schemaVersion = "role.v1"
slug = "role-53-7063-00"
socCode = "53-7063.00"
title = "Machine Feeders and Offbearers"
summary = "Feed materials into or remove materials from machines or equipment that is automatic or tended by other workers."
aliases = ["Dryer Feeder", "Feeder", "Machine Feeder", "Offbearer", "Cotton Tipper", "Lug Loader", "Sawmill Worker", "Sewing Line Baler", "Tube Puller", "Acid Dumper", "Archery Equipment Hay Sorter", "Assembly 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 = 72.98

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 20.73

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 3.99

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 2.3

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

[market]
medianWage = 39700
meanWage = 42840
pct10Wage = 31480
pct25Wage = 36020
pct75Wage = 48220
pct90Wage = 57010
employment = 46690
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 31470
medianWage = 39310
lq = 8.14

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 9100
medianWage = 48410
lq = 4.07

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2670
medianWage = 36400
lq = 0.98

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2220
medianWage = 35350
lq = 2.77

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1250
medianWage = 34200
lq = 0.93

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 900
medianWage = 40630
lq = 0.49

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 440
medianWage = 38020
lq = 0.5

[[industries.top]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 320
medianWage = 34030
lq = 11.66

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 290
medianWage = 37510
lq = 2.26

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 200
medianWage = 44780
lq = 0.06

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 150
medianWage = 48320
lq = 0.03

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 80
medianWage = 67630

[[industries.concentrated]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 320
lq = 11.66

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 31470
lq = 8.14

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 9100
lq = 4.07

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 2220
lq = 2.77

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 290
lq = 2.26

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2670
lq = 0.98

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1250
lq = 0.93

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 440
lq = 0.5

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 11
percentile = 7
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 16
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 13
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 3
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.93
percentile = 84
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 = 0.09090909090909091
beta = 0.09090909090909091
gamma = 0.09090909090909091

[aiOutlook.bls]
growthPercent = -13
growthPercentile = 4
direction = "Declining"
annualOpeningsThousands = 4.7
annualOpeningsPercentile = 47
employment2024Thousands = 46.5
employment2034Thousands = 40.4

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.037413
percentile = 16
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 = 0.09090909090909091
percentile = 13
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 = 0.019375993236474022
percentile = 3
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 = 13
skills = 34
capabilities = 120
tools = 5
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "893143d728c40d51"

[[tasks]]
text = "Inspect materials and products for defects, and to ensure conformance to specifications."
type = "Core"
iwa = "4.A.1.b.2.f"

[[tasks]]
text = "Record production and operational data, such as amount of materials processed."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Push dual control buttons and move controls to start, stop, or adjust machinery and equipment."
type = "Core"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Weigh or measure materials or products to ensure conformance to specifications."
type = "Core"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Identify and mark materials, products, and samples, following instructions."
type = "Core"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Clean and maintain machinery, equipment, and work areas to ensure proper functioning and safe working conditions."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Remove materials and products from machines and equipment, and place them in boxes, trucks or conveyors, using hand tools and moving devices."
type = "Supplemental"
iwa = "4.A.3.a.2.ap"

[[tasks]]
text = "Load materials and products into machines and equipment, or onto conveyors, using hand tools and moving devices."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Transfer materials and products to and from machinery and equipment, using industrial trucks or hand trucks."
type = "Core"
iwa = "4.A.3.a.1.j"

[[tasks]]
text = "Shovel or scoop materials into containers, machines, or equipment for processing, storage, or transport."
type = "Supplemental"
iwa = "4.A.3.a.1.g"

[[tasks]]
text = "Open and close gates of belt and pneumatic conveyors on machines that are fed directly from preceding machines."
type = "Supplemental"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Fasten, package, or stack materials and products, using hand tools and fastening equipment."
type = "Core"
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Inspect work to ensure standards are met."
iwa = "4.A.1.b.2.f"

[[activities]]
name = "Inspect items for damage or defects."
iwa = "4.A.1.b.2.f"

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

[[activities]]
name = "Operate conveyors or other industrial material moving equipment."
iwa = "4.A.3.a.3.f"

[[activities]]
name = "Mark materials or objects for identification."
iwa = "4.A.1.b.1.a"

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

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

[[activities]]
name = "Clean machinery or equipment."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Measure product or material dimensions."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Weigh materials to ensure compliance with specifications."
iwa = "4.A.1.b.3.a"

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

[[activities]]
name = "Move materials, equipment, or supplies."
iwa = "4.A.3.a.1.j"

[[activities]]
name = "Shovel materials."
iwa = "4.A.3.a.1.g"

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.75

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 3.44

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.1

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.02

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

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

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

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

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.9

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.88

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Perceptual Speed"
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 = "Multilimb Coordination"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.75

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

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

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

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

[[capabilities]]
name = "Wrist-Finger Speed"
family = "ability"
value = 2.75

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

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 2.75

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.73

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 2.69

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 2.62

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Industrial Control Software"
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 = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Machine operation software"
category = "Industrial control software"
hot = false
inDemand = false

[[tools]]
example = "Work time tracking software"
category = "Time accounting software"
hot = false
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.76

[[workContext]]
name = "Spend Time Standing"
value = 4.46

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.33

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.16

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 4.11

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.06

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.99

[[workContext]]
name = "Contact With Others"
value = 3.87

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.85

[[workContext]]
name = "Exposed to Contaminants"
value = 3.71

[[workContext]]
name = "Time Pressure"
value = 3.71

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.68

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.4

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.31

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

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.2

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.18

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.15

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.13

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.05

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3

[[workContext]]
name = "Consequence of Error"
value = 2.99

[[workContext]]
name = "Freedom to Make Decisions"
value = 2.98

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

[[workContext]]
name = "Physical Proximity"
value = 2.86

[[workContext]]
name = "Level of Competition"
value = 2.72

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.7

[[workContext]]
name = "Frequency of Decision Making"
value = 2.67

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.6

[[workContext]]
name = "Conflict Situations"
value = 2.54

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 2.54

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.51

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.25

[[workContext]]
name = "Public Speaking"
value = 1.96

[[workContext]]
name = "Written Letters and Memos"
value = 1.95

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.92

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.89

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.89

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 1.87

[[workContext]]
name = "Telephone Conversations"
value = 1.8

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.96

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.91

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.49

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.28

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.25

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.07

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.02

[[personFit]]
name = "Dependability"
family = "work_style"
value = 1.98

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.81

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.6

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.5

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.47

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 1.28

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.13

[[personFit]]
name = "Physical Science"
family = "specific_interest_area"
value = 1.05

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.05

[[relatedRoles]]
socCode = "51-9032.00"
slug = "role-51-9032-00"
title = "Cutting and Slicing Machine Setters, Operators, and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9191.00"
slug = "role-51-9191-00"
title = "Adhesive Bonding Machine Operators and Tenders"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "51-7042.00"
slug = "role-51-7042-00"
title = "Woodworking Machine Setters, Operators, and Tenders, Except Sawing"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-9196.00"
slug = "role-51-9196-00"
title = "Paper Goods Machine Setters, Operators, and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4033.00"
slug = "role-51-4033-00"
title = "Grinding, Lapping, Polishing, and Buffing Machine Tool Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9021.00"
slug = "role-51-9021-00"
title = "Crushing, Grinding, and Polishing Machine Setters, Operators, and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-7064.00"
slug = "role-53-7064-00"
title = "Packers and Packagers, Hand"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-4023.00"
slug = "role-51-4023-00"
title = "Rolling Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-7062.00"
slug = "role-53-7062-00"
title = "Laborers and Freight, Stock, and Material Movers, Hand"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "51-9022.00"
slug = "role-51-9022-00"
title = "Grinding and Polishing Workers, Hand"
tier = "Supplemental"

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

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.93
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.037413
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.217071
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.013417
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
