entityType = "role"
schemaVersion = "role.v1"
slug = "role-23-2093-00"
socCode = "23-2093.00"
title = "Title Examiners, Abstractors, and Searchers"
summary = "Search real estate records, examine titles, or summarize pertinent legal or insurance documents or details for a variety of purposes. May compile lists of mortgages, contracts, and other instruments pertaining to titles by searching public and private records for law firms, real estate agencies, or title insurance companies."
aliases = ["Abstractor", "Title Examiner", "Title Officer", "Title Searcher", "Commercial Title Examiner", "Searcher", "Title Abstractor", "Title Agent", "Abstract Clerk", "Abstract Searcher", "Abstract Writer", "Advisory Title Officer"]
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 = 13.4

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 13.39

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12.29

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 0.59

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

[market]
medianWage = 54980
meanWage = 59600
pct10Wage = 36710
pct25Wage = 45020
pct75Wage = 70290
pct90Wage = 87240
employment = 48170
areaTitle = "U.S."

[industries]
count = 15

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 21500
medianWage = 50600
lq = 6.39

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 17000
medianWage = 60730
lq = 8.74

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 3070
medianWage = 59280
lq = 4.15

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 1470
medianWage = 40600
lq = 0.3

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1450
medianWage = 45650
lq = 0.51

[[industries.top]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 800
medianWage = 67630
lq = 2.59

[[industries.top]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 630
medianWage = 81650
lq = 3.52

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 630
lq = 0.69

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 420
medianWage = 50140
lq = 0.48

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 290
medianWage = 68240
lq = 0.11

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 240
medianWage = 42660
lq = 0.13

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 80
medianWage = 104320

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 17000
lq = 8.74

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 21500
lq = 6.39

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 3070
lq = 4.15

[[industries.concentrated]]
naics = "21"
slug = "21"
title = "Mining, Quarrying, and Oil and Gas Extraction"
level = "Sector"
employment = 630
lq = 3.52

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 800
lq = 2.59

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 630
lq = 0.69

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1450
lq = 0.51

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 420
lq = 0.48

[aiOutlook]
teleworkable = true
usageTasks = []

[aiOutlook.index]
value = 62
percentile = 61
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 83
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 17
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 = 0.21428571428571427
beta = 0.5714285714285714
gamma = 0.9285714285714285

[aiOutlook.bls]
growthPercent = 2
growthPercentile = 40
direction = "About average"
annualOpeningsThousands = 5.4
annualOpeningsPercentile = 50
employment2024Thousands = 57.4
employment2034Thousands = 58.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.279954
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 = 0.9285714285714285
percentile = 83
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 = 0.06741061972084898
percentile = 17
band = "Low"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 2
taskCount = 5
totalSample = 302
autonomyMedian = 3
dominantCollaboration = "task iteration"
automationShare = 40.16
augmentationShare = 48.43
workUsePercent = 56.69
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 48.43

[[aiPlaybook.collaboration]]
label = "directive"
percent = 40.16

[[aiPlaybook.useCase]]
label = "work"
percent = 56.69

[[aiPlaybook.useCase]]
label = "personal"
percent = 27.95

[[aiPlaybook.useCase]]
label = "coursework"
percent = 13.78

[[aiPlaybook.delegatedTasks]]
task = "Prepare real estate closing statements, using knowledge and expertise in real estate procedures."
usagePercent = 0.01570196274534317
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 157

[[aiPlaybook.delegatedTasks]]
task = "Summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference."
usagePercent = 0.009701212651581448
collaboration = "directive"
autonomyMedian = 3
sampleCount = 97

[[aiPlaybook.boundaryTasks]]
task = "Summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference."
humanNeededPercent = 98.96907216494846
sampleCount = 97

[[aiPlaybook.boundaryTasks]]
task = "Prepare real estate closing statements, using knowledge and expertise in real estate procedures."
humanNeededPercent = 86.62420382165605
sampleCount = 157

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: prepare real estate closing statements, using knowledge and expertise in real estate procedures. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: summarize pertinent legal or insurance details, or sections of statutes or case law from reference books so that they can be used in examinations, or as proofs or ready reference. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 16
skills = 41
capabilities = 119
tools = 23
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "258fef850528734e"

[[tasks]]
text = "Examine documentation such as mortgages, liens, judgments, easements, plat books, maps, contracts, and agreements to verify factors such as properties' legal descriptions, ownership, or restrictions."
type = "Core"
iwa = "4.A.1.a.1.e"

[[tasks]]
text = "Examine individual titles to determine if restrictions, such as delinquent taxes, will affect titles and limit property use."
type = "Core"
iwa = "4.A.1.a.1.e"

[[tasks]]
text = "Prepare reports describing any title encumbrances encountered during searching activities and outlining actions needed to clear titles."
type = "Core"
iwa = "4.A.3.b.6.n"

[[tasks]]
text = "Copy or summarize recorded documents, such as mortgages, trust deeds, and contracts, that affect property titles."
type = "Core"
iwa = "4.A.3.b.6.n"

[[tasks]]
text = "Verify accuracy and completeness of land-related documents accepted for registration, preparing rejection notices when documents are not acceptable."
type = "Core"
iwa = "4.A.1.a.1.e"

[[tasks]]
text = "Prepare lists of all legal instruments applying to a specific piece of land and the buildings on it."
type = "Core"
iwa = "4.A.3.b.6.n"

[[tasks]]
text = "Prepare and issue title commitments and title insurance policies, based on information compiled from title searches."
type = "Supplemental"
iwa = "4.A.3.b.6.n"

[[tasks]]
text = "Read search requests to ascertain types of title evidence required and to obtain descriptions of properties and names of involved parties."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Obtain maps or drawings delineating properties from company title plants, county surveyors, or assessors' offices."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Confer with realtors, lending institution personnel, buyers, sellers, contractors, surveyors, and courthouse personnel to exchange title-related information or to resolve problems."
type = "Core"
iwa = "4.A.4.a.2.i"

[[tasks]]
text = "Enter into record-keeping systems appropriate data needed to create new title records or to update existing ones."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Direct activities of workers who search records and examine titles, assigning, scheduling, and evaluating work, and providing technical guidance as necessary."
type = "Supplemental"
iwa = "4.A.4.b.4.l"

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

[[activities]]
name = "Evaluate information related to legal matters in public or personal records."
iwa = "4.A.1.a.1.e"

[[activities]]
name = "Research relevant legal materials to aid decision making."
iwa = "4.A.1.a.1.e"

[[activities]]
name = "Read documents to gather technical information."
iwa = "4.A.1.a.1.b"

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

[[activities]]
name = "Confer with court staff to clarify information."
iwa = "4.A.4.a.2.i"

[[activities]]
name = "Update computer database information."
iwa = "4.A.3.b.1.f"

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

[[activities]]
name = "Coordinate legal schedules or activities."
iwa = "4.A.4.b.4.l"

[[activities]]
name = "Obtain property information."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Compile data or documentation."
iwa = "4.A.2.a.2.c"

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

[[activities]]
name = "Search files, databases or reference materials to obtain needed information."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Review documents or materials for compliance with policies or regulations."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Evaluate applicable laws and regulations to determine impact on organizational activities."
iwa = "4.A.2.a.4.i"

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

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

[[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 = "Active Listening"
family = "essential_skill"
value = 3.75

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.61

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.53

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.5

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

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

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

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.15

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.11

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.01

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3

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

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 2.88

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 2.75

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.61

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.5

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.5

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.38

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 2.38

[[capabilities]]
name = "Production and Processing"
family = "knowledge"
value = 2.31

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 2.31

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 2.25

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Microsoft Internet Explorer"
type = "Common Skill"

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

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

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

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

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

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

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

[[skills]]
name = "Chemistry"
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 = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Google Workspace software"
category = "Office suite 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 Windows"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "Salesforce software"
category = "Customer relationship management CRM software"
hot = true
inDemand = false

[[tools]]
example = "Contact management software"
category = "Calendar and scheduling software"
hot = false
inDemand = false

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

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

[[tools]]
example = "First American Data Tree Parcel IQ"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Geographic information system GIS databases"
category = "Geographic information system"
hot = false
inDemand = false

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

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

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

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

[[tools]]
example = "RamQuest Total Solution"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "SoftPro real estate closing and title software"
category = "Project management software"
hot = false
inDemand = false

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

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 5

[[workContext]]
name = "E-Mail"
value = 4.96

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.82

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.73

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.69

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.64

[[workContext]]
name = "Spend Time Sitting"
value = 4.45

[[workContext]]
name = "Time Pressure"
value = 4.41

[[workContext]]
name = "Frequency of Decision Making"
value = 4.39

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.36

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.33

[[workContext]]
name = "Telephone Conversations"
value = 4.32

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.29

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.18

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.89

[[workContext]]
name = "Contact With Others"
value = 3.65

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.53

[[workContext]]
name = "Consequence of Error"
value = 3.46

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.41

[[workContext]]
name = "Level of Competition"
value = 3.39

[[workContext]]
name = "Written Letters and Memos"
value = 3.26

[[workContext]]
name = "Degree of Automation"
value = 3.03

[[workContext]]
name = "Physical Proximity"
value = 2.99

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.83

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.78

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

[[workContext]]
name = "Conflict Situations"
value = 2.59

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.26

[[workContext]]
name = "Spend Time Standing"
value = 1.91

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.83

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.59

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.51

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.46

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.45

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.45

[[workContext]]
name = "Public Speaking"
value = 1.43

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.36

[[workContext]]
name = "Exposed to Contaminants"
value = 1.32

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.31

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.3

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.74

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.85

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 4.13

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.44

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.63

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 2.57

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.44

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.43

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.39

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.34

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.17

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.93

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.74

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.46

[[relatedRoles]]
socCode = "43-4071.00"
slug = "role-43-4071-00"
title = "File Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "23-2011.00"
slug = "role-23-2011-00"
title = "Paralegals and Legal Assistants"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "43-4031.00"
slug = "role-43-4031-00"
title = "Court, Municipal, and License Clerks"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "13-2022.00"
slug = "role-13-2022-00"
title = "Appraisers of Personal and Business Property"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "27-3092.00"
slug = "role-27-3092-00"
title = "Court Reporters and Simultaneous Captioners"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-6012.00"
slug = "role-43-6012-00"
title = "Legal Secretaries and Administrative Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4041.00"
slug = "role-43-4041-00"
title = "Credit Authorizers, Checkers, and Clerks"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "15-1299.03"
slug = "role-15-1299-03"
title = "Document Management Specialists"
tier = "Supplemental"

[[relatedRoles]]
socCode = "43-4021.00"
slug = "role-43-4021-00"
title = "Correspondence Clerks"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Legal Professions and Studies"
slug = "legal-professions-and-studies"

[[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 = 1.279954
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.6196347
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.384156
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
