entityType = "role"
schemaVersion = "role.v1"
slug = "role-45-2091-00"
socCode = "45-2091.00"
title = "Agricultural Equipment Operators"
summary = "Drive and control equipment to support agricultural activities such as tilling soil; planting, cultivating, and harvesting crops; feeding and herding livestock; or removing animal waste. May perform tasks such as crop baling or hay bucking. May operate stationary equipment to perform post-harvest tasks such as husking, shelling, threshing, and ginning."
aliases = ["Equipment Operator", "Farm Equipment Operator", "Loader Operator", "Rake Operator", "Baler Operator", "Cutter Operator", "Hay Baler", "Packing Tractor Machine Operator", "Sprayer", "Windrower Operator", "Agricultural Equipment Operator (Ag Equipment Operator)", "Agricultural Farm Equipment Operator"]

[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 = "Less than a High School Diploma"
percentage = 56.78

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 19.13

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 14.41

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.53

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 0.14

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

[market]
medianWage = 42580
meanWage = 43920
pct10Wage = 31240
pct25Wage = 36640
pct75Wage = 48690
pct90Wage = 57790
employment = 30940
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 16020
medianWage = 37940
lq = 188.57

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 9560
medianWage = 46200
lq = 7.89

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1820
medianWage = 46460
lq = 0.71

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 930
medianWage = 46680
lq = 0.63

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 700
medianWage = 43150
lq = 0.39

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 670
medianWage = 47110
lq = 0.21

[[industries.top]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 280
medianWage = 39580
lq = 1.52

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
medianWage = 41600
lq = 0.38

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 160
medianWage = 41790
lq = 0.28

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 120
medianWage = 38220
lq = 0.06

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 40
medianWage = 54200

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 30
medianWage = 52870

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 16020
lq = 188.57

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 9560
lq = 7.89

[[industries.concentrated]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 280
lq = 1.52

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1820
lq = 0.71

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 930
lq = 0.63

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 700
lq = 0.39

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 200
lq = 0.38

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 160
lq = 0.28

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 13
percentile = 9
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 23
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0
beta = 0
gamma = 0

[aiOutlook.bls]
growthPercent = 7.7
growthPercentile = 87
direction = "Growing fast"
annualOpeningsThousands = 10.5
annualOpeningsPercentile = 64
employment2024Thousands = 65.2
employment2034Thousands = 70.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.145156
percentile = 13
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
percentile = 3
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 = 0.08057417692005138
percentile = 23
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 = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[counts]
tasks = 17
skills = 35
capabilities = 120
tools = 6
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "67583219d876fed1"

[[tasks]]
text = "Load and unload crops or containers of materials, manually or using conveyors, handtrucks, forklifts, or transfer augers."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Mix specified materials or chemicals, and dump solutions, powders, or seeds into planter or sprayer machinery."
type = "Core"
iwa = "4.A.3.a.1.a"

[[tasks]]
text = "Spray fertilizer or pesticide solutions to control insects, fungus and weed growth, and diseases, using hand sprayers."
type = "Core"
iwa = "4.A.3.a.2.ag"

[[tasks]]
text = "Observe and listen to machinery operation to detect equipment malfunctions."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Manipulate controls to set, activate, and adjust mechanisms on machinery."
type = "Core"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Load hoppers, containers, or conveyors to feed machines with products, using forklifts, transfer augers, suction gates, shovels, or pitchforks."
type = "Supplemental"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Direct and monitor the activities of work crews engaged in planting, weeding, or harvesting activities."
type = "Supplemental"
iwa = "4.A.4.b.4.c"

[[tasks]]
text = "Operate or tend equipment used in agricultural production, such as tractors, combines, and irrigation equipment."
type = "Core"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Operate towed machines such as seed drills or manure spreaders to plant, fertilize, dust, and spray crops."
type = "Supplemental"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Adjust, repair, and service farm machinery and notify supervisors when machinery malfunctions."
type = "Core"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Weigh crop-filled containers, and record weights and other identifying information."
type = "Supplemental"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Drive trucks to haul crops, supplies, tools, or farm workers."
type = "Supplemental"
iwa = "4.A.3.a.3.k"

[[emergingTasks]]
text = "Operate drones to monitor crop health, growth and pest infestations, and apply targeted treatments."

[[activities]]
name = "Maintain forestry, hunting, or agricultural equipment."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Confer with managers to make operational decisions."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Inspect equipment or facilities to determine condition or maintenance needs."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Operate irrigation systems."
iwa = "4.A.3.a.3.k"

[[activities]]
name = "Prepare materials or solutions for animal or plant use."
iwa = "4.A.3.a.1.a"

[[activities]]
name = "Operate farming equipment."
iwa = "4.A.3.a.3.k"

[[activities]]
name = "Direct activities of agricultural, forestry, or fishery employees."
iwa = "4.A.4.b.4.c"

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

[[activities]]
name = "Apply chemical solutions to plants to protect against disease or insects or to enhance growth."
iwa = "4.A.3.a.2.ag"

[[activities]]
name = "Attach equipment extensions or accessories."
iwa = "4.A.3.a.2.at"

[[activities]]
name = "Plant crops, trees, or other plants."
iwa = "4.A.3.a.1.q"

[[activities]]
name = "Measure physical characteristics of forestry or agricultural products."
iwa = "4.A.1.b.3.a"

[[activities]]
name = "Record agricultural or forestry inventory data."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Load agricultural or forestry products for shipment."
iwa = "4.A.3.a.1.f"

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

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.88

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.38

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.38

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.38

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3.25

[[capabilities]]
name = "Response Orientation"
family = "ability"
value = 3.25

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

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

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

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

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

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.12

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.12

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

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

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

[[capabilities]]
name = "Equipment Maintenance"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Quality Control Analysis"
family = "transferable_skill"
value = 3

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

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

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

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

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

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

[[capabilities]]
name = "Visualization"
family = "ability"
value = 2.88

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

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 2.86

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.79

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.76

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

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

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

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

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

[[skills]]
name = "Microsoft Access"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = false

[[tools]]
example = "Farm Management Software Hay and Crop Manager"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Martens Farms Farm Site Mate"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Martens Farms Farm Trac"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.3

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.17

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.07

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.9

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.87

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.79

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.72

[[workContext]]
name = "Contact With Others"
value = 3.68

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.68

[[workContext]]
name = "Exposed to Contaminants"
value = 3.65

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.59

[[workContext]]
name = "Telephone Conversations"
value = 3.44

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.41

[[workContext]]
name = "Time Pressure"
value = 3.4

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.18

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.13

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.13

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.12

[[workContext]]
name = "Spend Time Sitting"
value = 3.12

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.04

[[workContext]]
name = "Level of Competition"
value = 2.99

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.98

[[workContext]]
name = "Spend Time Standing"
value = 2.94

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.88

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.85

[[workContext]]
name = "Consequence of Error"
value = 2.76

[[workContext]]
name = "Frequency of Decision Making"
value = 2.72

[[workContext]]
name = "Physical Proximity"
value = 2.57

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.54

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.41

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.41

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.37

[[workContext]]
name = "E-Mail"
value = 2.22

[[workContext]]
name = "Conflict Situations"
value = 2.2

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.17

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.12

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.11

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.1

[[workContext]]
name = "Degree of Automation"
value = 2.04

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.93

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 6.31

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 6.3

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.3

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 4.26

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.67

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 3.53

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.5

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.33

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.76

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

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 1.45

[[personFit]]
name = "Animal Service"
family = "specific_interest_area"
value = 1.43

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

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 1.31

[[relatedRoles]]
socCode = "45-2092.00"
slug = "role-45-2092-00"
title = "Farmworkers and Laborers, Crop, Nursery, and Greenhouse"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7063.00"
slug = "role-53-7063-00"
title = "Machine Feeders and Offbearers"
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 = "51-9041.00"
slug = "role-51-9041-00"
title = "Extruding, Forming, Pressing, and Compacting Machine Setters, Operators, and Tenders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "51-4035.00"
slug = "role-51-4035-00"
title = "Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic"
tier = "Primary-Short"

[[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 = "53-7011.00"
slug = "role-53-7011-00"
title = "Conveyor Operators and Tenders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-7051.00"
slug = "role-53-7051-00"
title = "Industrial Truck and Tractor Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "37-3012.00"
slug = "role-37-3012-00"
title = "Pesticide Handlers, Sprayers, and Applicators, Vegetation"
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 = "49-9041.00"
slug = "role-49-9041-00"
title = "Industrial Machinery Mechanics"
tier = "Supplemental"

[[relatedRoles]]
socCode = "47-2073.00"
slug = "role-47-2073-00"
title = "Operating Engineers and Other Construction Equipment Operators"
tier = "Supplemental"

[[careerClusters]]
cluster = "Agriculture"
slug = "agriculture"

[[studyPrograms]]
title = "Agriculture, Agriculture Operations, and Related Sciences"
slug = "agriculture-agriculture-operations-and-related-sciences"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.145156
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8547034
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.239969
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
