entityType = "role"
schemaVersion = "role.v1"
slug = "role-13-1031-00"
socCode = "13-1031.00"
title = "Claims Adjusters, Examiners, and Investigators"
summary = "Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims."
aliases = ["Claims Adjuster", "Claims Analyst", "Claims Examiner", "Claims Representative", "Claims Specialist", "Corporate Claims Examiner", "Field Claims Adjuster", "General Adjuster", "Home Office Claims Specialist", "Litigation Claims Representative", "Accident Investigator", "Adjuster"]
emergingTasks = []

[preparation]
jobZone = "4"
jobZoneName = "Job Zone Four: Considerable Preparation Needed"
education = "Most of these occupations require a four-year bachelor's degree, but some do not."
experience = "A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified."
svpRange = "(7.0 to < 8.0)"

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 55.82

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 13.11

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12.01

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 11.93

[[preparation.educationDistribution]]
label = "Doctoral Degree"
percentage = 3.95

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.59

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 0.58

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

[market]
medianWage = 76790
meanWage = 78770
pct10Wage = 47810
pct25Wage = 60100
pct75Wage = 95990
pct90Wage = 112150
employment = 305020
areaTitle = "U.S."

[industries]
count = 19

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 224390
medianWage = 75830
lq = 18.22

[[industries.top]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 40880
medianWage = 77330
lq = 20.87

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 18840
medianWage = 60370
lq = 21.21

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 5040
medianWage = 58340
lq = 0.24

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5000
medianWage = 65050
lq = 0.9

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3940
medianWage = 58380
lq = 0.22

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2340
medianWage = 56770
lq = 0.05

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 990
medianWage = 82670
lq = 0.11

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 830
medianWage = 59290
lq = 0.16

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 820
medianWage = 58150
lq = 0.06

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 370
medianWage = 44080
lq = 0.06

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 250
medianWage = 90150
lq = 0.22

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 18840
lq = 21.21

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 40880
lq = 20.87

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 224390
lq = 18.22

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5000
lq = 0.9

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 5040
lq = 0.24

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 250
lq = 0.22

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3940
lq = 0.22

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 830
lq = 0.16

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

[aiOutlook.index]
value = 81
percentile = 85
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 85
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 88
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 70
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.98
percentile = 97
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 = 0.08
beta = 0.52
gamma = 0.96

[aiOutlook.bls]
growthPercent = -5.1
growthPercentile = 12
direction = "Declining"
annualOpeningsThousands = 21.1
annualOpeningsPercentile = 79
employment2024Thousands = 356.1
employment2034Thousands = 337.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.274024
percentile = 85
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 = 0.96
percentile = 88
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 = 0.20705341216179363
percentile = 70
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 = "Analyze information gathered by investigation and report findings and recommendations."
usagePercent = 0.010168071024489645
importance = 4.76

[[aiOutlook.usageTasks]]
task = "Examine claims forms and other records to determine insurance coverage."
usagePercent = 0.0019514479743970028
importance = 4.79

[[aiOutlook.usageTasks]]
task = "Prepare reports to be submitted to company's data processing department."
usagePercent = 0.0016433246100185286
importance = 3.7

[[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 = 29
skills = 40
capabilities = 120
tools = 73
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a1c6415a283a90e5"

[[tasks]]
text = "Examine claims forms and other records to determine insurance coverage."
type = "Core"
iwa = "4.A.2.a.4.g"

[[tasks]]
text = "Analyze information gathered by investigation and report findings and recommendations."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Pay and process claims within designated authority level."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Investigate and assess damage to property and create or review property damage estimates."
type = "Core"
iwa = "4.A.2.a.1.i"

[[tasks]]
text = "Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Resolve complex, severe exposure claims, using high service oriented file handling."
type = "Core"
iwa = "4.A.2.b.2.b"

[[tasks]]
text = "Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies."
type = "Core"
iwa = "4.A.2.b.1.i"

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

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

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

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

[[activities]]
name = "Appraise property values."
iwa = "4.A.2.a.1.i"

[[activities]]
name = "Interview witnesses, suspects, or claimants."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Negotiate agreements to resolve disputes."
iwa = "4.A.4.a.7.b"

[[activities]]
name = "Implement financial decisions."
iwa = "4.A.2.b.1.i"

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

[[activities]]
name = "Apply information technology to solve business or other applied problems."
iwa = "4.A.2.b.2.b"

[[activities]]
name = "Resolve customer complaints or problems."
iwa = "4.A.4.a.8.c"

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

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

[[activities]]
name = "Maintain data in information systems or databases."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Report information to managers or other personnel."
iwa = "4.A.4.a.2.c"

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

[[activities]]
name = "Meet with individuals involved in legal processes to provide information and clarify issues."
iwa = "4.A.4.a.2.i"

[[activities]]
name = "Prepare financial documents."
iwa = "4.A.3.b.6.a"

[[activities]]
name = "Present business-related information to audiences."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Supervise employees."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Examine financial records."
iwa = "4.A.2.a.3.c"

[[activities]]
name = "Confer with others about financial matters."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Prepare operational reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Gather financial records."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Verify application data to determine program eligibility."
iwa = "4.A.2.a.2.e"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.7

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 4.38

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Oral Comprehension"
family = "ability"
value = 4.12

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.12

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

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

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

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.88

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.82

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.62

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

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.43

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

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

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

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.31

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

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.25

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

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Financial Analysis Software"
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 = "Apple Safari"
category = "Internet browser software"
hot = true
inDemand = false

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

[[tools]]
example = "Zoom"
category = "Video conferencing software"
hot = true
inDemand = false

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

[[tools]]
example = "4n6xprt Systems StiffCalcs"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Agency Management Systems AMS 360"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "ARSoftware WinSMAC"
category = "Computer aided design CAD software"
hot = false
inDemand = false

[[tools]]
example = "AutoClaims Direct DirectLink"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Automatic Data Processing Autosource"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Automatic Data Processing Claims Manager & Dispatch"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Automatic Data Processing Estimating"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Axonwave Fraud and Abuse Management System"
category = "Expert system software"
hot = false
inDemand = false

[[tools]]
example = "BCCORP Burkitt W5"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "BCCORP W5 for Adjusters"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Bill review software"
category = "Billing and invoicing software"
hot = false
inDemand = false

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

[[tools]]
example = "Bridium Claims 3"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Brightwork Alyce Claims Systems"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Business software applications"
category = "Office suite software"
hot = false
inDemand = false

[[tools]]
example = "CAD Zone Insurance"
category = "Computer aided design CAD software"
hot = false
inDemand = false

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

[[tools]]
example = "Castek Insure3 Claims"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "CCC EZNet electronic communications network"
category = "Access software"
hot = false
inDemand = false

[[tools]]
example = "CCC GuidePost Decision Support"
category = "Expert system software"
hot = false
inDemand = false

[[tools]]
example = "CCC Pathways Appraisal Quality Solution"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "CCC Pathways Image Management Solution"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "CCC TL2000 Solution"
category = "Document management software"
hot = false
inDemand = false

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

[[tools]]
example = "CGI-AMS BureauLink Enterprise"
category = "Information retrieval or search software"
hot = false
inDemand = false

[[tools]]
example = "Claims processing administration and management software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Clear Technology Tranzax"
category = "Document management software"
hot = false
inDemand = false

[[tools]]
example = "Computerized voice stress analyzer CVSA software"
category = "Interactive voice response software"
hot = false
inDemand = false

[[tools]]
example = "Corporate Systems ClaimsPro"
category = "Data base reporting software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Written Letters and Memos"
value = 4.93

[[workContext]]
name = "Frequency of Decision Making"
value = 4.86

[[workContext]]
name = "Contact With Others"
value = 4.67

[[workContext]]
name = "Spend Time Sitting"
value = 4.62

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.61

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.52

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.51

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.51

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.43

[[workContext]]
name = "Time Pressure"
value = 4.39

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.31

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.3

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.29

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.13

[[workContext]]
name = "Conflict Situations"
value = 4.03

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.87

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.3

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.23

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.2

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.18

[[workContext]]
name = "Level of Competition"
value = 3.16

[[workContext]]
name = "Degree of Automation"
value = 2.98

[[workContext]]
name = "Physical Proximity"
value = 2.79

[[workContext]]
name = "Consequence of Error"
value = 2.71

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.34

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.07

[[workContext]]
name = "Health and Safety of Other Workers"
value = 1.92

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.83

[[workContext]]
name = "Public Speaking"
value = 1.76

[[workContext]]
name = "Spend Time Standing"
value = 1.71

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.67

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.58

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.52

[[workContext]]
name = "Exposed to Contaminants"
value = 1.52

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.48

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.45

[[workContext]]
name = "Exposed to High Places"
value = 1.43

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.39

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.23

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.1

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.77

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

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.86

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.53

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 3.36

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.01

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

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 2.84

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.61

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.51

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.35

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.09

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 2.06

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2

[[relatedRoles]]
socCode = "43-9041.00"
slug = "role-43-9041-00"
title = "Insurance Claims and Policy Processing Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4061.00"
slug = "role-43-4061-00"
title = "Eligibility Interviewers, Government Programs"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4051.00"
slug = "role-43-4051-00"
title = "Customer Service Representatives"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2053.00"
slug = "role-13-2053-00"
title = "Insurance Underwriters"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2081.00"
slug = "role-13-2081-00"
title = "Tax Examiners and Collectors, and Revenue Agents"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "13-1141.00"
slug = "role-13-1141-00"
title = "Compensation, Benefits, and Job Analysis Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-3021.00"
slug = "role-41-3021-00"
title = "Insurance Sales Agents"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2099.04"
slug = "role-13-2099-04"
title = "Fraud Examiners, Investigators and Analysts"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2023.00"
slug = "role-13-2023-00"
title = "Appraisers and Assessors of Real Estate"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "23-1011.00"
slug = "role-23-1011-00"
title = "Lawyers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "23-1021.00"
slug = "role-23-1021-00"
title = "Administrative Law Judges, Adjudicators, and Hearing Officers"
tier = "Supplemental"

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

[[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"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.98
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.274024
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.286114
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.106198
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
