entityType = "role"
schemaVersion = "role.v1"
slug = "role-53-7051-00"
socCode = "53-7051.00"
title = "Industrial Truck and Tractor Operators"
summary = "Operate industrial trucks or tractors equipped to move materials around a warehouse, storage yard, factory, construction site, or similar location."
aliases = ["Fork Truck Driver", "Forklift Driver", "Forklift Operator", "Spotter Driver", "Checker Loader", "Fork Lift Technician", "Lift Truck Operator", "Shag Truck Driver", "Tow Motor Operator", "Truck Driver", "CAT Driver (Caterpillar Driver)", "CAT Operator (Caterpillar Operator)"]
emergingTasks = []

[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 = "Some College Courses"
percentage = 4.05

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

[market]
medianWage = 46390
meanWage = 47830
pct10Wage = 36500
pct25Wage = 39780
pct75Wage = 53680
pct90Wage = 61540
employment = 805770
areaTitle = "U.S."

[industries]
count = 37

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 391620
medianWage = 47900
lq = 10.14

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 179250
medianWage = 45200
lq = 2.69

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 89310
medianWage = 45110
lq = 2.83

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 69500
medianWage = 38200
lq = 1.47

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 56230
medianWage = 37920
lq = 4.06

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 32990
medianWage = 46230
lq = 0.4

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 9070
medianWage = 48980
lq = 0.21

[[industries.top]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 8260
medianWage = 38480
lq = 3.73

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 7420
medianWage = 40650
lq = 0.13

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5120
medianWage = 44530
lq = 0.35

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 2450
medianWage = 54240
lq = 0.82

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1280
medianWage = 35680
lq = 0.01

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 391620
lq = 10.14

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 56230
lq = 4.06

[[industries.concentrated]]
naics = "11"
slug = "11"
title = "Agriculture, Forestry, Fishing and Hunting"
level = "Sector"
employment = 8260
lq = 3.73

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 89310
lq = 2.83

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 179250
lq = 2.69

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 69500
lq = 1.47

[[industries.concentrated]]
naics = "238140"
slug = "238140"
title = "Masonry Contractors"
level = "National industry"
employment = 700
lq = 0.93

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 2450
lq = 0.82

[aiOutlook]
teleworkable = false
usageTasks = []

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

[[aiOutlook.index.components]]
percentile = 7
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 2
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
beta = 0.03125
gamma = 0.0625

[aiOutlook.bls]
growthPercent = 1.1
growthPercentile = 32
direction = "About average"
annualOpeningsThousands = 76.4
annualOpeningsPercentile = 93
employment2024Thousands = 792.5
employment2034Thousands = 801.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.39869
percentile = 7
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 = 0.0625
percentile = 9
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 = 0.01309585788106658
percentile = 2
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 = 9
skills = 34
capabilities = 120
tools = 17
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "4b82ca43baf62edc"

[[tasks]]
text = "Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material."
type = "Core"
iwa = "4.A.3.a.3.h"

[[tasks]]
text = "Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas."
type = "Core"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Position lifting devices under, over, or around loaded pallets, skids, or boxes and secure material or products for transport to designated areas."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Weigh materials or products and record weight or other production data on tags or labels."
type = "Supplemental"
iwa = "4.A.1.b.1.a"

[[tasks]]
text = "Perform routine maintenance on vehicles or auxiliary equipment, such as cleaning, lubricating, recharging batteries, fueling, or replacing liquefied-gas tank."
type = "Supplemental"
iwa = "4.A.3.a.1.c"

[[tasks]]
text = "Operate or tend automatic stacking, loading, packaging, or cutting machines."
type = "Supplemental"
iwa = "4.A.3.a.3.f"

[[tasks]]
text = "Turn valves and open chutes to dump, spray, or release materials from dump cars or storage bins into hoppers."
type = "Supplemental"
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Inspect cargo areas for cleanliness or condition."
iwa = "4.A.1.b.2.e"

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

[[activities]]
name = "Load shipments, belongings, or materials."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Operate vehicles or material-moving equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Operate cranes, hoists, or other moving or lifting equipment."
iwa = "4.A.3.a.3.h"

[[activities]]
name = "Secure cargo."
iwa = "4.A.3.a.1.f"

[[activities]]
name = "Position material handling equipment."
iwa = "4.A.3.a.2.v"

[[activities]]
name = "Clean vehicles or vehicle components."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Maintain vehicles in good working condition."
iwa = "4.A.3.b.4.e"

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

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

[[activities]]
name = "Operate packing or other material processing equipment."
iwa = "4.A.3.a.3.f"

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

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

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

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3.75

[[capabilities]]
name = "Response Orientation"
family = "ability"
value = 3.62

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 3.38

[[capabilities]]
name = "Operations Monitoring"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.12

[[capabilities]]
name = "Spatial Orientation"
family = "ability"
value = 3.12

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

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

[[capabilities]]
name = "Arm-Hand Steadiness"
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 = "Near Vision"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.01

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.82

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 2.8

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Autodesk AutoCAD"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Warehouse management system WMS"
category = "Materials requirements planning logistics and supply chain software"
hot = false
inDemand = true

[[tools]]
example = "Argos Software ABECAS Insight WMS"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "ATMS StockTrack PLUS"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "BarControl Enterprise Manager iBEM"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "IntelliTrack Warehouse Management System (WMS)"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Inventory management systems"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Lilly Software Associates VISUAL DCMS"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Motek Priya"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "RedPrairie DLx Warehouse"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "SSA Global Supply Chain Management"
category = "Materials requirements planning logistics and supply chain software"
hot = false
inDemand = false

[[tools]]
example = "Symphony GOLD"
category = "Materials requirements planning logistics and supply chain 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 = 5

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.71

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.65

[[workContext]]
name = "Time Pressure"
value = 4.49

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.43

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.42

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 4.4

[[workContext]]
name = "Consequence of Error"
value = 4.27

[[workContext]]
name = "Frequency of Decision Making"
value = 4.26

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.21

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.2

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.2

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.18

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.16

[[workContext]]
name = "Contact With Others"
value = 4.08

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.04

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.98

[[workContext]]
name = "Exposed to Contaminants"
value = 3.94

[[workContext]]
name = "Spend Time Standing"
value = 3.69

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.68

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 3.64

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.63

[[workContext]]
name = "Level of Competition"
value = 3.59

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.55

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.5

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.41

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.29

[[workContext]]
name = "Physical Proximity"
value = 3.19

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.11

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.97

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.96

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.96

[[workContext]]
name = "Telephone Conversations"
value = 2.79

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.72

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 2.66

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.63

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.56

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2.48

[[workContext]]
name = "Spend Time Sitting"
value = 2.45

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 2.37

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

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 6.84

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 5.58

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.71

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.25

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.03

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.9

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.78

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.69

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 1.66

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 1.54

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.39

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 1.23

[[personFit]]
name = "Agriculture"
family = "specific_interest_area"
value = 1.16

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

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.13

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

[[relatedRoles]]
socCode = "53-7021.00"
slug = "role-53-7021-00"
title = "Crane and Tower Operators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7121.00"
slug = "role-53-7121-00"
title = "Tank Car, Truck, and Ship Loaders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-5044.00"
slug = "role-47-5044-00"
title = "Loading and Moving Machine Operators, Underground Mining"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "47-2072.00"
slug = "role-47-2072-00"
title = "Pile Driver Operators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "47-5022.00"
slug = "role-47-5022-00"
title = "Excavating and Loading Machine and Dragline Operators, Surface Mining"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-9096.00"
slug = "role-49-9096-00"
title = "Riggers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-3042.00"
slug = "role-49-3042-00"
title = "Mobile Heavy Equipment Mechanics, Except Engines"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-3032.00"
slug = "role-53-3032-00"
title = "Heavy and Tractor-Trailer Truck Drivers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-7011.00"
slug = "role-53-7011-00"
title = "Conveyor Operators and Tenders"
tier = "Supplemental"

[[careerClusters]]
cluster = "Supply Chain & Transportation"
slug = "supply-chain-transportation"

[[studyPrograms]]
title = "Transportation and Materials Moving"
slug = "transportation-and-materials-moving"

[[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 = -1.39869
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6986788
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.575411
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
