entityType = "role"
schemaVersion = "role.v1"
slug = "role-13-1041-04"
socCode = "13-1041.04"
title = "Government Property Inspectors and Investigators"
summary = "Investigate or inspect government property to ensure compliance with contract agreements and government regulations."
aliases = ["Housing Inspector", "Housing Quality Standard Inspector (HQS Inspector)", "Quality Assurance Specialist", "Rehabilitation Construction Specialist", "Airport Operations Officer", "Housing Management Representative", "Neighborhood Conservation Officer", "Adjustment Examiner", "Compliance Analyst", "Compliance Coordinator", "Contract Inspector", "Government Gauger"]

[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 = "Bachelor's Degree"
percentage = 39.34

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 24.68

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 16.22

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10.32

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 9.44

[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 = 64
percentile = 64
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 60
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 = 0.11764705882352941
beta = 0.4411764705882353
gamma = 0.7647058823529411

[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 = 0.7647058823529411
percentile = 60
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 = 0.19911368668287543
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 = "Examine records, reports, or other documents to establish facts or detect discrepancies."
usagePercent = 0.012633057939517437
importance = 4.07

[[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 = 2
taskCount = 2
totalSample = 233
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 45.49
augmentationShare = 46.78
workUsePercent = 85.41
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 45.49

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 31.76

[[aiPlaybook.collaboration]]
label = "validation"
percent = 8.58

[[aiPlaybook.collaboration]]
label = "learning"
percent = 6.44

[[aiPlaybook.useCase]]
label = "work"
percent = 85.41

[[aiPlaybook.delegatedTasks]]
task = "Examine records, reports, or other documents to establish facts or detect discrepancies."
usagePercent = 0.013901737717214653
collaboration = "directive"
autonomyMedian = 3
sampleCount = 139

[[aiPlaybook.delegatedTasks]]
task = "Prepare correspondence, reports of inspections or investigations or recommendations for action."
usagePercent = 0.009401175146893362
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 94

[[aiPlaybook.boundaryTasks]]
task = "Examine records, reports, or other documents to establish facts or detect discrepancies."
humanNeededPercent = 95.68345323741008
sampleCount = 139

[[aiPlaybook.boundaryTasks]]
task = "Prepare correspondence, reports of inspections or investigations or recommendations for action."
humanNeededPercent = 94.68085106382979
sampleCount = 94

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: examine records, reports, or other documents to establish facts or detect discrepancies. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: prepare correspondence, reports of inspections or investigations or recommendations for action. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 13
skills = 49
capabilities = 120
tools = 33
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "e9c0555fce6d9b5c"

[[tasks]]
text = "Prepare correspondence, reports of inspections or investigations, or recommendations for action."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Investigate alleged license or permit violations."
type = "Supplemental"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Examine records, reports, or other documents to establish facts or detect discrepancies."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Inspect government property, such as construction sites or public housing, to ensure compliance with contract specifications or legal requirements."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Inspect manufactured or processed products to ensure compliance with contract specifications or legal requirements."
type = "Supplemental"
iwa = "4.A.2.a.3.a"

[[tasks]]
text = "Collect, identify, evaluate, or preserve case evidence."
type = "Supplemental"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Submit samples of products to government laboratories for testing, as required."
type = "Supplemental"
iwa = "4.A.4.b.1.c"

[[tasks]]
text = "Inspect government-owned equipment or materials in the possession of private contractors to ensure compliance with contracts or regulations or to prevent misuse."
type = "Supplemental"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Investigate applications for special licenses or permits."
type = "Supplemental"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Recommend legal or administrative action to protect government property."
type = "Supplemental"
iwa = "4.A.4.b.6.h"

[[tasks]]
text = "Testify in court or at administrative proceedings concerning investigation findings."
type = "Supplemental"
iwa = "4.A.4.a.3.a"

[[tasks]]
text = "Coordinate with or assist law enforcement agencies in matters of mutual concern."
type = "Supplemental"
iwa = "4.A.4.b.4.k"

[[emergingTasks]]
text = "Use emerging technologies, such as drones, for remote or automated inspections."

[[activities]]
name = "Inform individuals or organizations of status or findings."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Verify accuracy of financial information."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Monitor organizational compliance with regulations."
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Collect evidence for legal proceedings."
iwa = "4.A.1.a.1.c"

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

[[activities]]
name = "Coordinate enforcement of laws or regulations."
iwa = "4.A.4.b.4.k"

[[activities]]
name = "Testify at legal or legislative proceedings."
iwa = "4.A.4.a.3.a"

[[activities]]
name = "Inspect facilities or equipment to ensure specifications are met."
iwa = "4.A.1.b.2.e"

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

[[activities]]
name = "Communicate with government agencies."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Investigate legal issues."
iwa = "4.A.1.a.1.c"

[[activities]]
name = "Review license or permit applications."
iwa = "4.A.2.a.3.a"

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.42

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.33

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.25

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4.12

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 4

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

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 4

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 3.99

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.88

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.88

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.79

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.66

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Engineering and Technology"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.49

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 3.25

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Apple IOS"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe Photoshop"
type = "Specialized Skill"

[[skills]]
name = "Adobe InDesign"
type = "Specialized Skill"

[[skills]]
name = "Adobe Illustrator"
type = "Specialized Skill"

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Apple iOS"
category = "Operating system software"
hot = true
inDemand = true

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

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

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

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

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Creative Cloud software"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Illustrator"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

[[tools]]
example = "Adobe InDesign"
category = "Desktop publishing software"
hot = true
inDemand = false

[[tools]]
example = "Adobe Photoshop"
category = "Graphics or photo imaging software"
hot = true
inDemand = false

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

[[tools]]
example = "Autodesk AutoCAD Civil 3D"
category = "Computer aided design CAD software"
hot = true
inDemand = false

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

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

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

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

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Coeus"
category = "Project management software"
hot = false
inDemand = false

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

[[tools]]
example = "Deltek Costpoint"
category = "Accounting software"
hot = false
inDemand = false

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

[[tools]]
example = "Esri ArcGIS"
category = "Geographic information system"
hot = false
inDemand = false

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

[[tools]]
example = "Microsoft NetMeeting"
category = "Video conferencing software"
hot = false
inDemand = false

[[tools]]
example = "Peninsula Software Quicktrack Pro"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Plant Clearance Automated Reutilization Screening System PCARSS"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Radio frequency identification RFID software"
category = "Inventory management software"
hot = false
inDemand = false

[[tools]]
example = "Records management software"
category = "Document management software"
hot = false
inDemand = false

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

[[tools]]
example = "Unique Identification UID system databases"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Wide Area Workflow WAWF system"
category = "Materials requirements planning logistics and supply chain software"
hot = false
inDemand = false

[[workContext]]
name = "Telephone Conversations"
value = 4.82

[[workContext]]
name = "Contact With Others"
value = 4.75

[[workContext]]
name = "E-Mail"
value = 4.6

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.59

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.44

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.44

[[workContext]]
name = "Frequency of Decision Making"
value = 4.38

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.36

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.24

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.11

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.01

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4

[[workContext]]
name = "Conflict Situations"
value = 3.98

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.98

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.96

[[workContext]]
name = "Time Pressure"
value = 3.92

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 3.85

[[workContext]]
name = "Written Letters and Memos"
value = 3.67

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.67

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.6

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.31

[[workContext]]
name = "Spend Time Sitting"
value = 3.27

[[workContext]]
name = "Level of Competition"
value = 3.18

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.17

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.11

[[workContext]]
name = "Physical Proximity"
value = 3.07

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.02

[[workContext]]
name = "Exposed to Contaminants"
value = 2.86

[[workContext]]
name = "Spend Time Standing"
value = 2.71

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.69

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.61

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.53

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.25

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.22

[[workContext]]
name = "Consequence of Error"
value = 2.2

[[workContext]]
name = "Degree of Automation"
value = 2.18

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

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.14

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.03

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.98

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.26

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.2

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

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.38

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.32

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 3.14

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

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

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.93

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.56

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.41

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 2.37

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.19

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.19

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.14

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.1

[[relatedRoles]]
socCode = "47-4011.00"
slug = "role-47-4011-00"
title = "Construction and Building Inspectors"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "11-9199.02"
slug = "role-11-9199-02"
title = "Compliance Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "19-5011.00"
slug = "role-19-5011-00"
title = "Occupational Health and Safety Specialists"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "17-3022.00"
slug = "role-17-3022-00"
title = "Civil Engineering Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-6051.01"
slug = "role-53-6051-01"
title = "Aviation Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2111.00"
slug = "role-17-2111-00"
title = "Health and Safety Engineers, Except Mining Safety Engineers and Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-2021.00"
slug = "role-33-2021-00"
title = "Fire Inspectors and Investigators"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "11-9021.00"
slug = "role-11-9021-00"
title = "Construction Managers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-6051.07"
slug = "role-53-6051-07"
title = "Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation"
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"
