entityType = "role"
schemaVersion = "role.v1"
slug = "role-13-1041-08"
socCode = "13-1041.08"
title = "Customs Brokers"
summary = "Prepare customs documentation and ensure that shipments meet all applicable laws to facilitate the import and export of goods. Determine and track duties and taxes payable and process payments on behalf of client. Sign documents under a power of attorney. Represent clients in meetings with customs officials and apply for duty refunds and tariff reclassifications. Coordinate transportation and storage of imported goods."
aliases = ["Corporate Licensed Broker", "Customs Broker", "Air Export Agent", "Air Export Operations Agent", "Air Import Agent", "Boarding Agent", "Cargo Agent", "Cargo Broker", "Cargo Office Agent", "Customs Agent", "Customs Analyst", "Customs Brokerage Agent"]
emergingTasks = []

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 45

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 20

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 20

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 78420
meanWage = 84980
pct10Wage = 46230
pct25Wage = 59130
pct75Wage = 104800
pct90Wage = 130030
employment = 397770
areaTitle = "U.S."

[industries]
count = 52

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 46410
medianWage = 79920
lq = 2.89

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 38020
medianWage = 90990
lq = 1.37

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 32070
medianWage = 68590
lq = 0.54

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 22870
medianWage = 89740
lq = 3.16

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 18660
medianWage = 60800
lq = 0.8

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 18630
medianWage = 85040
lq = 0.57

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 15080
medianWage = 74650
lq = 0.43

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 14480
medianWage = 63430
lq = 0.76

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 10460
medianWage = 80660
lq = 0.67

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 7260
medianWage = 56880
lq = 1.06

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 7040
medianWage = 65310
lq = 1.15

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 6310
medianWage = 92300
lq = 0.84

[[industries.concentrated]]
naics = "221111"
slug = "221111"
title = "Hydroelectric Power Generation"
level = "National industry"
employment = 130
lq = 7.37

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 5750
lq = 4.96

[[industries.concentrated]]
naics = "221112"
slug = "221112"
title = "Fossil Fuel Electric Power Generation"
level = "National industry"
employment = 600
lq = 3.26

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 22870
lq = 3.16

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 46410
lq = 2.89

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 4180
lq = 2.8

[[industries.concentrated]]
naics = "541380"
slug = "541380"
title = "Testing Laboratories and Services"
level = "National industry"
employment = 790
lq = 1.8

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1070
lq = 1.6

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

[aiOutlook.index]
value = 75
percentile = 76
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 64
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 95
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 67
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.08
percentile = 26
band = "Low"
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 = 0.2727272727272727
beta = 0.6363636363636364
gamma = 1

[aiOutlook.bls]
growthPercent = 3
growthPercentile = 51
direction = "About average"
annualOpeningsThousands = 33.3
annualOpeningsPercentile = 86
employment2024Thousands = 418
employment2034Thousands = 430.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.6981205
percentile = 64
band = "Moderate"
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 = 1
percentile = 95
band = "High"
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 = 0.19911368668287543
percentile = 67
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 = "Provide advice on transportation options, types of carriers, or shipping routes."
usagePercent = 0.021568635506493187
importance = 3.47

[[aiOutlook.usageTasks]]
task = "Stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues."
usagePercent = 0.014276382549535966
importance = 4.45

[[aiOutlook.usageTasks]]
task = "Prepare and process import and export documentation according to customs regulations, laws, or procedures."
usagePercent = 0.00575163613506485
importance = 4.85

[[aiOutlook.usageTasks]]
task = "Monitor or trace the location of goods."
usagePercent = 0.004108311525046321
importance = 4.05

[[aiOutlook.usageTasks]]
task = "Suggest best methods of packaging or labeling products."
usagePercent = 0.0022595713387754766
importance = 2.94

[[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 = 23
skills = 38
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 = "b59b855657e991e6"

[[tasks]]
text = "Prepare and process import and export documentation according to customs regulations, laws, or procedures."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Clear goods through customs and to their destinations for clients."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Pay, or arrange for payment of, taxes and duties on shipments."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Calculate duty and tariff payments owed on shipments."
type = "Core"
iwa = "4.A.2.a.4.g"

[[tasks]]
text = "Request or compile necessary import documentation, such as customs invoices, certificates of origin, and cargo-control documents."
type = "Core"
iwa = "4.A.4.b.1.g"

[[tasks]]
text = "Classify goods according to tariff coding system."
type = "Core"
iwa = "4.A.2.a.3.a"

[[tasks]]
text = "Sign documents on behalf of clients, using powers of attorney."
type = "Core"
iwa = "4.A.3.b.6.m"

[[tasks]]
text = "Stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters."
type = "Core"
iwa = "4.A.4.b.6.h"

[[tasks]]
text = "Post bonds for the products being imported or assist clients in obtaining bonds."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Quote duty and tax rates on goods to be imported, based on federal tariffs and excise taxes."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Arrange for transportation, warehousing, or product distribution of imported or exported products."
type = "Core"
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Prepare documentation for contracts, transactions, or regulatory compliance."
iwa = "4.A.3.b.6.m"

[[activities]]
name = "Advise others on logistics topics."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Pay charges, fees, or taxes."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Obtain documentation to authorize activities."
iwa = "4.A.1.a.1.q"

[[activities]]
name = "Negotiate contracts with clients or service providers."
iwa = "4.A.4.a.7.b"

[[activities]]
name = "Coordinate logistics or other business operations."
iwa = "4.A.4.b.4.j"

[[activities]]
name = "Advise others on business or operational matters."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Coordinate regulatory documentation activities."
iwa = "4.A.4.b.1.g"

[[activities]]
name = "Update knowledge of legal or regulatory environments."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Estimate costs of goods or services."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Prepare regulatory or compliance documentation."
iwa = "4.A.3.b.6.n"

[[activities]]
name = "Monitor inventories of products or materials."
iwa = "4.A.4.c.3.g"

[[activities]]
name = "Develop business relationships."
iwa = "4.A.4.a.4.a"

[[activities]]
name = "Advise others on financial matters."
iwa = "4.A.4.b.6.k"

[[activities]]
name = "Examine product information to ensure compliance with regulations."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Calculate data to inform organizational operations."
iwa = "4.A.2.a.4.g"

[[activities]]
name = "Submit financial applications."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Advise others on legal or regulatory compliance matters."
iwa = "4.A.4.b.6.h"

[[activities]]
name = "Oversee business processes."
iwa = "4.A.4.b.4.j"

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 4.16

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.1

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 4.05

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.95

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 3.75

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.75

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.62

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.45

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.38

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 3.35

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.32

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.25

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

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

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3.15

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

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

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

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

[[skills]]
name = "Equipment Maintenance"
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 = true

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

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

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

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

[[tools]]
example = "Automated commercial environment software ACE"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Automated system for customs data ASYCUDA"
category = "Compliance software"
hot = false
inDemand = false

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

[[tools]]
example = "Electronic data interchange EDI software"
category = "Electronic mail software"
hot = false
inDemand = false

[[tools]]
example = "Materials requirement planning MRP software"
category = "Materials requirements planning logistics and supply chain software"
hot = false
inDemand = false

[[tools]]
example = "Optical character reader OCR software"
category = "Optical character reader OCR or scanning software"
hot = false
inDemand = false

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

[[tools]]
example = "SAP Customs Management"
category = "Project management software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Telephone Conversations"
value = 5

[[workContext]]
name = "E-Mail"
value = 5

[[workContext]]
name = "Spend Time Sitting"
value = 4.9

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.85

[[workContext]]
name = "Time Pressure"
value = 4.8

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

[[workContext]]
name = "Contact With Others"
value = 4.7

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.3

[[workContext]]
name = "Written Letters and Memos"
value = 4.26

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.2

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.15

[[workContext]]
name = "Frequency of Decision Making"
value = 4.1

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.95

[[workContext]]
name = "Level of Competition"
value = 3.95

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.85

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.65

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.5

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.5

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.45

[[workContext]]
name = "Degree of Automation"
value = 3.45

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.35

[[workContext]]
name = "Consequence of Error"
value = 3.35

[[workContext]]
name = "Conflict Situations"
value = 3.25

[[workContext]]
name = "Physical Proximity"
value = 3.15

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.75

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.65

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.35

[[workContext]]
name = "Public Speaking"
value = 2.3

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.15

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.1

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.95

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.75

[[workContext]]
name = "Spend Time Standing"
value = 1.75

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.65

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.4

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.4

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.35

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.35

[[workContext]]
name = "Exposed to Contaminants"
value = 1.35

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 1.35

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.13

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.57

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 5.02

[[personFit]]
name = "Dependability"
family = "work_style"
value = 4

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.9

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 3.76

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.93

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.72

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.39

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.37

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 2.2

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.17

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.13

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.88

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

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

[[relatedRoles]]
socCode = "33-3051.04"
slug = "role-33-3051-04"
title = "Customs and Border Protection Officers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4011.00"
slug = "role-43-4011-00"
title = "Brokerage Clerks"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-3061.00"
slug = "role-43-3061-00"
title = "Procurement Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.00"
slug = "role-13-1041-00"
title = "Compliance Officers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.04"
slug = "role-13-1041-04"
title = "Government Property Inspectors and Investigators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.07"
slug = "role-13-1041-07"
title = "Regulatory Affairs Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.01"
slug = "role-13-1041-01"
title = "Environmental Compliance Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1023.00"
slug = "role-13-1023-00"
title = "Purchasing Agents, Except Wholesale, Retail, and Farm Products"
tier = "Supplemental"

[[relatedRoles]]
socCode = "13-1021.00"
slug = "role-13-1021-00"
title = "Buyers and Purchasing Agents, Farm Products"
tier = "Supplemental"

[[careerClusters]]
cluster = "Energy & Natural Resources"
slug = "energy-natural-resources"

[[careerClusters]]
cluster = "Financial Services"
slug = "financial-services"

[[careerClusters]]
cluster = "Management & Entrepreneurship"
slug = "management-entrepreneurship"

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"

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

[[studyPrograms]]
title = "Health Professions and Related Programs"
slug = "health-professions-and-related-programs"

[[studyPrograms]]
title = "Homeland Security, Law Enforcement, Firefighting and Related Protective Services"
slug = "homeland-security-law-enforcement-firefighting-and-related-protective-services"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

[[studyPrograms]]
title = "Natural Resources and Conservation"
slug = "natural-resources-and-conservation"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.08
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.6981205
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.8251011
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.5718207
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
