entityType = "role"
schemaVersion = "role.v1"
slug = "role-37-3013-00"
socCode = "37-3013.00"
title = "Tree Trimmers and Pruners"
summary = "Using sophisticated climbing and rigging techniques, cut away dead or excess branches from trees or shrubs to maintain right-of-way for roads, sidewalks, or utilities, or to improve appearance, health, and value of tree. Prune or treat trees or shrubs using handsaws, hand pruners, clippers, and power pruners. Works off the ground in the tree canopy and may use truck-mounted lifts."
aliases = ["Arborist", "Groundsman", "Tree Climber", "Tree Trimmer", "Climber", "Grounds Worker", "Laborer", "Plant Health Care Technician", "Trimmer", "Brush Clearing Laborer", "Bucket Operator", "Bucket Truck 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 = "Less than a High School Diploma"
percentage = 56.81

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 37.13

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 3.83

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.23

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

[market]
medianWage = 50430
meanWage = 54970
pct10Wage = 37660
pct25Wage = 43690
pct75Wage = 63130
pct90Wage = 78900
employment = 47870
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 42980
medianWage = 49820
lq = 15.33

[[industries.top]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 42380
medianWage = 49920
lq = 149.16

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 970
medianWage = 60780
lq = 5.39

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 470
medianWage = 52490
lq = 0.19

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 250
medianWage = 31140
lq = 0.3

[[industries.top]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 180
medianWage = 55930
lq = 2.48

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 130
medianWage = 54290
lq = 0.03

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 90
medianWage = 52240

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 70
medianWage = 50350

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 40
medianWage = 74810

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 77580

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 46560

[[industries.concentrated]]
naics = "561730"
slug = "561730"
title = "Landscaping Services"
level = "National industry"
employment = 42380
lq = 149.16

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 42980
lq = 15.33

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 970
lq = 5.39

[[industries.concentrated]]
naics = "237130"
slug = "237130"
title = "Power and Communication Line and Related Structures Construction"
level = "National industry"
employment = 180
lq = 2.48

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 250
lq = 0.3

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 470
lq = 0.19

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 130
lq = 0.03

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

[aiOutlook.index]
value = 6
percentile = 3
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 10
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 5
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.77
percentile = 62
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 = 0.04878048780487805
beta = 0.06097560975609756
gamma = 0.07317073170731708

[aiOutlook.bls]
growthPercent = 3.3
growthPercentile = 55
direction = "About average"
annualOpeningsThousands = 7.4
annualOpeningsPercentile = 56
employment2024Thousands = 60.1
employment2034Thousands = 62.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.727035
percentile = 3
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 = 0.07317073170731708
percentile = 10
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 = 0.03007783768525113
percentile = 5
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.usageTasks]]
task = "Provide information to the public regarding trees, such as advice on tree care."
usagePercent = 0.012222226787012805
importance = 3.87

[[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 = 24
skills = 35
capabilities = 120
tools = 4
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "cb9e6900783b758b"

[[tasks]]
text = "Operate shredding and chipping equipment, and feed limbs and brush into the machines."
type = "Core"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Operate boom trucks, loaders, stump chippers, brush chippers, tractors, power saws, trucks, sprayers, and other equipment and tools."
type = "Core"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Clean, sharpen, and lubricate tools and equipment."
type = "Core"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Cut away dead and excess branches from trees, or clear branches around power lines, using climbing equipment or buckets of extended truck booms, or chainsaws, hooks, handsaws, shears, and clippers."
type = "Core"
iwa = "4.A.3.a.2.n"

[[tasks]]
text = "Hoist tools and equipment to tree trimmers, and lower branches with ropes or block and tackle."
type = "Core"
iwa = "4.A.3.a.3.k"

[[tasks]]
text = "Climb trees, using climbing hooks and belts, or climb ladders to gain access to work areas."
type = "Core"
iwa = "4.A.3.a.1.n"

[[tasks]]
text = "Supervise others engaged in tree trimming work and train lower-level employees."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Trim, top, and reshape trees to achieve attractive shapes or to remove low-hanging branches."
type = "Core"
iwa = "4.A.3.a.2.n"

[[tasks]]
text = "Plan and develop budgets for tree work, and estimate the monetary value of trees."
type = "Supplemental"
iwa = "4.A.1.b.3.b"

[[tasks]]
text = "Load debris and refuse onto trucks and haul it away for disposal."
type = "Core"
iwa = "4.A.3.a.1.e"

[[tasks]]
text = "Inspect trees to determine if they have diseases or pest problems."
type = "Core"
iwa = "4.A.1.a.2.i"

[[tasks]]
text = "Prune, cut down, fertilize, and spray trees as directed by tree surgeons."
type = "Supplemental"
iwa = "4.A.3.a.2.n"

[[activities]]
name = "Instruct staff in work policies or procedures."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Supervise maintenance workers."
iwa = "4.A.4.b.4.a"

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

[[activities]]
name = "Drive trucks or other vehicles to or at work sites."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Climb ladders or vehicles to perform duties."
iwa = "4.A.3.a.1.n"

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

[[activities]]
name = "Trim trees or other vegetation."
iwa = "4.A.3.a.2.n"

[[activities]]
name = "Treat greenery or surfaces with protective substances."
iwa = "4.A.3.a.2.ag"

[[activities]]
name = "Remove debris from work sites."
iwa = "4.A.3.a.1.e"

[[activities]]
name = "Inspect landscaping to determine treatment needs."
iwa = "4.A.1.a.2.i"

[[activities]]
name = "Install equipment to protect or support trees."
iwa = "4.A.3.a.2.a"

[[activities]]
name = "Provide information about landscaping services or costs."
iwa = "4.A.4.a.1.a"

[[activities]]
name = "Plant greenery to improve landscape appearance."
iwa = "4.A.3.a.1.q"

[[activities]]
name = "Prepare chemicals for work application."
iwa = "4.A.3.a.1.a"

[[activities]]
name = "Estimate maintenance service requirements or costs."
iwa = "4.A.1.b.3.b"

[[activities]]
name = "Irrigate lawns, trees, or plants."
iwa = "4.A.3.a.1.q"

[[capabilities]]
name = "Control Precision"
family = "ability"
value = 4

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 3.88

[[capabilities]]
name = "Operation and Control"
family = "transferable_skill"
value = 3.75

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

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3.75

[[capabilities]]
name = "Extent Flexibility"
family = "ability"
value = 3.75

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.58

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.38

[[capabilities]]
name = "Dynamic Strength"
family = "ability"
value = 3.38

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.31

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Gross Body Equilibrium"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Visualization"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3

[[capabilities]]
name = "Spatial Orientation"
family = "ability"
value = 3

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3

[[capabilities]]
name = "Gross Body Coordination"
family = "ability"
value = 3

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

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

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Word"
category = "Word processing software"
hot = true
inDemand = false

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 5

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.91

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.72

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.67

[[workContext]]
name = "Frequency of Decision Making"
value = 4.49

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 4.41

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.39

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.37

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.32

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.23

[[workContext]]
name = "Contact With Others"
value = 4.22

[[workContext]]
name = "Spend Time Standing"
value = 4.22

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.19

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.19

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.96

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.95

[[workContext]]
name = "Telephone Conversations"
value = 3.9

[[workContext]]
name = "Exposed to High Places"
value = 3.82

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.82

[[workContext]]
name = "Consequence of Error"
value = 3.79

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.75

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.73

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

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.57

[[workContext]]
name = "Exposed to Contaminants"
value = 3.56

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.53

[[workContext]]
name = "Level of Competition"
value = 3.51

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.43

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.38

[[workContext]]
name = "Physical Proximity"
value = 3.36

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 3.05

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.04

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.02

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.96

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.92

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.9

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 2.74

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.66

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.59

[[workContext]]
name = "Conflict Situations"
value = 2.52

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

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 6.63

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 5.37

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 3.79

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.09

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

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 2.63

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.5

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.13

[[personFit]]
name = "Perseverance"
family = "work_style"
value = 2.01

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.96

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.93

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 1.83

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.79

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.62

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.49

[[relatedRoles]]
socCode = "45-4021.00"
slug = "role-45-4021-00"
title = "Fallers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "37-3011.00"
slug = "role-37-3011-00"
title = "Landscaping and Groundskeeping Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "37-3012.00"
slug = "role-37-3012-00"
title = "Pesticide Handlers, Sprayers, and Applicators, Vegetation"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "45-4011.00"
slug = "role-45-4011-00"
title = "Forest and Conservation Workers"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "45-2091.00"
slug = "role-45-2091-00"
title = "Agricultural Equipment Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-2061.00"
slug = "role-47-2061-00"
title = "Construction Laborers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "45-4022.00"
slug = "role-45-4022-00"
title = "Logging Equipment Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-4051.00"
slug = "role-47-4051-00"
title = "Highway Maintenance Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-5081.00"
slug = "role-47-5081-00"
title = "Helpers--Extraction Workers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-7041.00"
slug = "role-53-7041-00"
title = "Hoist and Winch Operators"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.77
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.727035
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -1.710986
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.580793
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
