entityType = "role"
schemaVersion = "role.v1"
slug = "role-53-3033-00"
socCode = "53-3033.00"
title = "Light Truck Drivers"
summary = "Drive a light vehicle, such as a truck or van, with a capacity of less than 26,001 pounds Gross Vehicle Weight (GVW), primarily to pick up merchandise or packages from a distribution center and deliver. May load and unload vehicle."
aliases = ["Delivery Driver", "Driver", "Package Car Driver", "Truck Driver", "Bulk Delivery Driver", "Light Truck Driver", "Package Delivery Driver", "Route Driver", "Service Provider", "Warehouse Driver", "Car Escort", "Commercial Driver"]
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 = "High School Diploma"
percentage = 73.97

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 24.59

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 1.17

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 0.27

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

[market]
medianWage = 44140
meanWage = 47950
pct10Wage = 29580
pct25Wage = 36670
pct75Wage = 52460
pct90Wage = 79630
employment = 994410
areaTitle = "U.S."

[industries]
count = 44

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 480180
medianWage = 47390
lq = 10.07

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 174340
medianWage = 33950
lq = 1.73

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 152990
medianWage = 43710
lq = 3.93

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 34280
medianWage = 43120
lq = 0.42

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 29290
medianWage = 42780
lq = 0.5

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 24430
medianWage = 38950
lq = 1.6

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 19090
medianWage = 46820
lq = 0.36

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 18120
medianWage = 38170
lq = 0.63

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 16490
medianWage = 37120
lq = 0.11

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 14800
medianWage = 43670
lq = 0.21

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 12940
medianWage = 39430
lq = 0.14

[[industries.top]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 12330
medianWage = 34170
lq = 2.7

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 480180
lq = 10.07

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 152990
lq = 3.93

[[industries.concentrated]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 12330
lq = 2.7

[[industries.concentrated]]
naics = "423820"
slug = "423820"
title = "Farm and Garden Machinery and Equipment Merchant Wholesalers"
level = "National industry"
employment = 1680
lq = 2.28

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 174340
lq = 1.73

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 24430
lq = 1.6

[[industries.concentrated]]
naics = "513110"
slug = "513110"
title = "Newspaper Publishers"
level = "National industry"
employment = 850
lq = 1.45

[[industries.concentrated]]
naics = "541380"
slug = "541380"
title = "Testing Laboratories and Services"
level = "National industry"
employment = 1340
lq = 1.22

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 32
percentile = 30
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 14
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 44
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 38
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.69
percentile = 57
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 = 0.23076923076923078
beta = 0.3653846153846154
gamma = 0.5

[aiOutlook.bls]
growthPercent = 7.3
growthPercentile = 86
direction = "Growing fast"
annualOpeningsThousands = 120.2
annualOpeningsPercentile = 96
employment2024Thousands = 1079.8
employment2034Thousands = 1158.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -1.120501
percentile = 14
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 = 0.5
percentile = 44
band = "Moderate"
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 = 0.11915845948778994
percentile = 38
band = "Moderate"
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 = 35
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8d903310debccee8"

[[tasks]]
text = "Obey traffic laws and follow established traffic and transportation procedures."
type = "Core"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Report any mechanical problems encountered with vehicles."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Verify the contents of inventory loads against shipping papers."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Inspect and maintain vehicle supplies and equipment, such as gas, oil, water, tires, lights, or brakes, to ensure that vehicles are in proper working condition."
type = "Core"
iwa = "4.A.1.b.2.d"

[[tasks]]
text = "Read maps and follow written or verbal geographic directions."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Turn in receipts and money received from deliveries."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Load and unload trucks, vans, or automobiles."
type = "Core"
iwa = "4.A.3.a.1.f"

[[tasks]]
text = "Present bills and receipts and collect payments for goods delivered or loaded."
type = "Core"
iwa = "4.A.4.c.3.d"

[[tasks]]
text = "Maintain records, such as vehicle logs, records of cargo, or billing statements, in accordance with regulations."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Drive vehicles with capacities under three tons to transport materials to and from specified destinations, such as railroad stations, plants, residences, offices, or within industrial yards."
type = "Core"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Use and maintain the tools or equipment found on commercial vehicles, such as weighing or measuring devices."
type = "Supplemental"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Report delays, accidents, or other traffic and transportation situations to bases or other vehicles, using telephones or mobile two-way radios."
type = "Supplemental"
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Follow safety procedures for vehicle operation."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Inspect motor vehicles."
iwa = "4.A.1.b.2.d"

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

[[activities]]
name = "Report vehicle or equipment malfunctions."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Collect fares or payment from customers."
iwa = "4.A.4.c.3.d"

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

[[activities]]
name = "Verify information or specifications."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Process customer bills or payments."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Record details of deliveries or shipments."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Read maps to determine routes."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Receive information or instructions for performing work assignments."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Notify others of emergencies, problems, or hazards."
iwa = "4.A.4.a.2.g"

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

[[activities]]
name = "Maintain work equipment or machinery."
iwa = "4.A.3.b.5.a"

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.8

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Spatial Orientation"
family = "ability"
value = 3.5

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.38

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

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

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.12

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Reaction Time"
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 = "Stamina"
family = "ability"
value = 3.12

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

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

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

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "Depth Perception"
family = "ability"
value = 3

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

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

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

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

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

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.88

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 2.88

[[capabilities]]
name = "Rate Control"
family = "ability"
value = 2.88

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.86

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Psychology"
type = "Specialized 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 = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Automatic routing software"
category = "Route navigation software"
hot = false
inDemand = false

[[tools]]
example = "Computerized inventory tracking software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Eko"
category = "Desktop communications software"
hot = false
inDemand = false

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

[[tools]]
example = "IBM Domino"
category = "Communications server software"
hot = false
inDemand = false

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

[[tools]]
example = "Package location and tracking software"
category = "Industrial control software"
hot = false
inDemand = false

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

[[tools]]
example = "Vehicle location and tracking software"
category = "Industrial control software"
hot = false
inDemand = false

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.61

[[workContext]]
name = "Contact With Others"
value = 4.56

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.34

[[workContext]]
name = "Telephone Conversations"
value = 4.24

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.19

[[workContext]]
name = "Time Pressure"
value = 4.19

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.15

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.08

[[workContext]]
name = "Frequency of Decision Making"
value = 3.98

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.83

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 3.68

[[workContext]]
name = "Spend Time Sitting"
value = 3.56

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.48

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.47

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.47

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.43

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.34

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.34

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.31

[[workContext]]
name = "E-Mail"
value = 3.27

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.13

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.09

[[workContext]]
name = "Exposed to Contaminants"
value = 3.08

[[workContext]]
name = "Consequence of Error"
value = 3.08

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.06

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

[[workContext]]
name = "Level of Competition"
value = 3.04

[[workContext]]
name = "Physical Proximity"
value = 3

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.82

[[workContext]]
name = "Spend Time Standing"
value = 2.81

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.76

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.71

[[workContext]]
name = "Degree of Automation"
value = 2.67

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.6

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.58

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 2.43

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.4

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.39

[[workContext]]
name = "Conflict Situations"
value = 2.25

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.11

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 6.88

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 6.51

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.54

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.42

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.56

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.1

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.84

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 1.79

[[personFit]]
name = "Integrity"
family = "work_style"
value = 1.66

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.55

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.54

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.49

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 1.44

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 1.36

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.33

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

[[relatedRoles]]
socCode = "53-3031.00"
slug = "role-53-3031-00"
title = "Driver/Sales Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-5021.00"
slug = "role-43-5021-00"
title = "Couriers and Messengers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-3053.00"
slug = "role-53-3053-00"
title = "Shuttle Drivers and Chauffeurs"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-3054.00"
slug = "role-53-3054-00"
title = "Taxi Drivers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-5032.00"
slug = "role-43-5032-00"
title = "Dispatchers, Except Police, Fire, and Ambulance"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-4031.00"
slug = "role-53-4031-00"
title = "Railroad Conductors and Yardmasters"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5011.00"
slug = "role-43-5011-00"
title = "Cargo and Freight Agents"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5052.00"
slug = "role-43-5052-00"
title = "Postal Service Mail Carriers"
tier = "Primary-Long"

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socCode = "43-5071.00"
slug = "role-43-5071-00"
title = "Shipping, Receiving, and Inventory Clerks"
tier = "Supplemental"

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socCode = "53-7121.00"
slug = "role-53-7121-00"
title = "Tank Car, Truck, and Ship Loaders"
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 = 0.69
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -1.120501
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.6486055
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -1.200241
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
