entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-5011-00"
socCode = "43-5011.00"
title = "Cargo and Freight Agents"
summary = "Expedite and route movement of incoming and outgoing cargo and freight shipments in airline, train, and trucking terminals and shipping docks. Take orders from customers and arrange pickup of freight and cargo for delivery to loading platform. Prepare and examine bills of lading to determine shipping charges and tariffs."
aliases = ["Air Export Specialist", "Drop Shipment Clerk", "Logistics Coordinator", "Logistics Service Representative", "Freight Broker", "Intermodal Dispatcher", "International Coordinator", "Load Planner", "Ship Broker", "Traffic and Documentation Clerk", "Air Export Coordinator", "Air Freight Coordinator"]
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 = "Bachelor's Degree"
percentage = 30.75

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 19.15

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 18.08

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 18.08

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 12.2

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 1.74

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

[market]
medianWage = 49900
meanWage = 55420
pct10Wage = 37240
pct25Wage = 43490
pct75Wage = 62230
pct90Wage = 76350
employment = 97800
areaTitle = "U.S."

[industries]
count = 9

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 89080
medianWage = 49870
lq = 19

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 3870
medianWage = 50770
lq = 0.57

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 2300
medianWage = 50870
lq = 1.29

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 900
medianWage = 51590
lq = 0.24

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 720
medianWage = 46640
lq = 0.13

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
medianWage = 42310
lq = 0.13

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 190
medianWage = 56800
lq = 0.02

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 80

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
medianWage = 50640

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 89080
lq = 19

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 2300
lq = 1.29

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 3870
lq = 0.57

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 900
lq = 0.24

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 720
lq = 0.13

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 220
lq = 0.13

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 190
lq = 0.02

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

[aiOutlook.index]
value = 74
percentile = 75
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 96
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 55
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 71
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.99
percentile = 99
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 = 0.24242424242424243
beta = 0.4696969696969697
gamma = 0.696969696969697

[aiOutlook.bls]
growthPercent = 8.5
growthPercentile = 89
direction = "Growing fast"
annualOpeningsThousands = 8.8
annualOpeningsPercentile = 60
employment2024Thousands = 100.6
employment2034Thousands = 109.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.405415
percentile = 96
band = "High"
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 = 0.696969696969697
percentile = 55
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 = 0.20960369730561007
percentile = 71
band = "High"
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 = "Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group."
usagePercent = 0.003697480372541689
importance = 3.28

[[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"

[aiPlaybook]
trustedTaskCount = 1
taskCount = 2
totalSample = 54
autonomyMedian = 3
workUsePercent = 50
collaboration = []
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.useCase]]
label = "work"
percent = 50

[[aiPlaybook.delegatedTasks]]
task = "Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group."
usagePercent = 0.0030003750468808603
autonomyMedian = 3
sampleCount = 30

[[aiPlaybook.boundaryTasks]]
task = "Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group."
humanNeededPercent = 93.33333333333333
sampleCount = 30

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group"

[counts]
tasks = 24
skills = 40
capabilities = 120
tools = 16
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "c89dc47b0c7f69a5"

[[tasks]]
text = "Negotiate and arrange transport of goods with shipping or freight companies."
type = "Core"
iwa = "4.A.4.a.7.b"

[[tasks]]
text = "Determine method of shipment and prepare bills of lading, invoices, and other shipping documents."
type = "Core"
iwa = "4.A.2.a.4.g"

[[tasks]]
text = "Track delivery progress of shipments."
type = "Core"
iwa = "4.A.1.a.2.b"

[[tasks]]
text = "Prepare manifests showing numbers of airplane passengers and baggage, mail, and freight weights, transmitting data to destinations."
type = "Supplemental"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Advise clients on transportation and payment methods."
type = "Core"
iwa = "4.A.4.b.6.e"

[[tasks]]
text = "Arrange insurance coverage for goods."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Estimate freight or postal rates and record shipment costs and weights."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Install straps, braces, and padding to loads to prevent shifting or damage during shipment."
type = "Supplemental"
iwa = "4.A.3.a.2.ap"

[[tasks]]
text = "Keep records of all goods shipped, received, and stored."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Notify consignees, passengers, or customers of freight or baggage arrival and arrange for delivery."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Check import or export documentation to determine cargo contents and use tariff coding system to classify goods according to fee or tariff group."
type = "Supplemental"
iwa = "4.A.2.a.3.a"

[[tasks]]
text = "Coordinate and supervise activities of workers engaged in packing and shipping merchandise."
type = "Supplemental"
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Track goods or materials."
iwa = "4.A.1.a.2.b"

[[activities]]
name = "Provide notifications to customers or patrons."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Verify shipping documentation."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Maintain operational records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Coordinate shipping activities with external parties."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Negotiate financial arrangements."
iwa = "4.A.4.a.7.b"

[[activities]]
name = "Coordinate operational activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Recommend packing or shipping methods."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Analyze shipping information to make routing decisions."
iwa = "4.A.2.a.4.g"

[[activities]]
name = "Calculate shipping costs."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Enter information into databases or software programs."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Package objects for shipping."
iwa = "4.A.3.a.2.ap"

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

[[activities]]
name = "Unload materials or equipment."
iwa = "4.A.3.a.1.f"

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

[[activities]]
name = "Inspect shipments to ensure correct order fulfillment."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Record shipping information."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Supervise clerical or administrative personnel."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Arrange insurance coverage."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Manage clerical or administrative activities."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Attach identification information to products, items or containers."
iwa = "4.A.1.b.1.a"

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

[[activities]]
name = "Maintain inventories of materials, equipment, or products."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Assemble wood products."
iwa = "4.A.3.a.2.aj"

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 4.57

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 4.5

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.03

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.92

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.89

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.47

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.43

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.38

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

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

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

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.12

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

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3

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

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

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

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

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

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

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 2.91

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

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

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

[[tools]]
example = "Corel WordPerfect Office Suite"
category = "Office suite software"
hot = false
inDemand = false

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

[[tools]]
example = "Email software"
category = "Electronic mail software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Transportation management software"
category = "Mobile location based services software"
hot = false
inDemand = false

[[tools]]
example = "Transportation management system TMS software"
category = "Mobile location based services software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[tools]]
example = "Web-based dispatch software"
category = "Mobile location based services software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.57

[[workContext]]
name = "Telephone Conversations"
value = 4.55

[[workContext]]
name = "Contact With Others"
value = 4.48

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.36

[[workContext]]
name = "E-Mail"
value = 4.24

[[workContext]]
name = "Spend Time Sitting"
value = 4.24

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

[[workContext]]
name = "Time Pressure"
value = 3.96

[[workContext]]
name = "Frequency of Decision Making"
value = 3.94

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

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.67

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.67

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.65

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.48

[[workContext]]
name = "Written Letters and Memos"
value = 3.39

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.37

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.36

[[workContext]]
name = "Level of Competition"
value = 3.28

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.18

[[workContext]]
name = "Physical Proximity"
value = 3.11

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.06

[[workContext]]
name = "Consequence of Error"
value = 3.02

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.96

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.94

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.89

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.78

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.67

[[workContext]]
name = "Conflict Situations"
value = 2.65

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.65

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.52

[[workContext]]
name = "Public Speaking"
value = 2.4

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 2.38

[[workContext]]
name = "Exposed to Contaminants"
value = 2.36

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.35

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.31

[[workContext]]
name = "Exposed to Whole Body Vibration"
value = 2.24

[[workContext]]
name = "Spend Time Standing"
value = 2.18

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.13

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 2.02

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.97

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.32

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.83

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4.36

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.15

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.78

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.69

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.65

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 2.37

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.14

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 2.04

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.98

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 1.9

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 1.81

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.77

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 1.77

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 1.73

[[relatedRoles]]
socCode = "43-5011.01"
slug = "role-43-5011-01"
title = "Freight Forwarders"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-5071.00"
slug = "role-43-5071-00"
title = "Shipping, Receiving, and Inventory Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-1041.08"
slug = "role-13-1041-08"
title = "Customs Brokers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-1041.00"
slug = "role-53-1041-00"
title = "Aircraft Cargo Handling Supervisors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-5051.00"
slug = "role-43-5051-00"
title = "Postal Service Clerks"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "53-3033.00"
slug = "role-53-3033-00"
title = "Light Truck Drivers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5053.00"
slug = "role-43-5053-00"
title = "Postal Service Mail Sorters, Processors, and Processing Machine 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 = "43-4151.00"
slug = "role-43-4151-00"
title = "Order Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-3071.00"
slug = "role-11-3071-00"
title = "Transportation, Storage, and Distribution Managers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "13-1081.02"
slug = "role-13-1081-02"
title = "Logistics Analysts"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.99
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.405415
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.237608
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.254537
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
