entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-4131-00"
socCode = "43-4131.00"
title = "Loan Interviewers and Clerks"
summary = "Interview loan applicants to elicit information; investigate applicants' backgrounds and verify references; prepare loan request papers; and forward findings, reports, and documents to appraisal department. Review loan papers to ensure completeness, and complete transactions between loan establishment, borrowers, and sellers upon approval of loan."
aliases = ["Licensed Loan Officer Assistant", "Loan Analyst", "Loan Processor", "Mortgage Loan Processor", "Closer", "Loan Clerk", "Loan Closer", "Loan Originator", "Mortgage Broker", "Mortgage Processor", "Closing Agent", "Closing Coordinator"]
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 = 42.85

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 38.26

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 12.12

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 6.69

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 0.09

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

[market]
medianWage = 48950
meanWage = 51050
pct10Wage = 36360
pct25Wage = 42720
pct75Wage = 59520
pct90Wage = 65910
employment = 173100
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 146110
medianWage = 48760
lq = 20.9

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 11520
medianWage = 50230
lq = 3.65

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 6390
medianWage = 50830
lq = 0.53

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2860
medianWage = 50580
lq = 0.28

[[industries.top]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 1360
medianWage = 49400
lq = 1.22

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 850
medianWage = 41210
lq = 0.29

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 540
medianWage = 60150
lq = 0.06

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 500
medianWage = 48820
lq = 0.03

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 400
medianWage = 51620
lq = 0.03

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 270
medianWage = 43860
lq = 0.08

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 210
medianWage = 60460
lq = 0.04

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 150
medianWage = 48060
lq = 0.01

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 146110
lq = 20.9

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 11520
lq = 3.65

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 1360
lq = 1.22

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 6390
lq = 0.53

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 850
lq = 0.29

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2860
lq = 0.28

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 270
lq = 0.08

[[industries.concentrated]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 540
lq = 0.06

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

[aiOutlook.index]
value = 91
percentile = 96
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 93
source = "felten_aioe"

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

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

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.92
percentile = 82
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 = 0.1875
beta = 0.59375
gamma = 1

[aiOutlook.bls]
growthPercent = -2.3
growthPercentile = 18
direction = "Declining"
annualOpeningsThousands = 13.3
annualOpeningsPercentile = 69
employment2024Thousands = 177.6
employment2034Thousands = 173.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.364395
percentile = 93
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 = 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 = 0.2830210248927774
percentile = 85
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 = "Assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts."
usagePercent = 0.012633057939517437
importance = 4.6

[[aiOutlook.usageTasks]]
task = "Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators."
usagePercent = 0.008730161990723432
importance = 4.35

[[aiOutlook.usageTasks]]
task = "Schedule and conduct closings of mortgage transactions."
usagePercent = 0.0022595713387754766
importance = 4

[[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 = 4
totalSample = 125
autonomyMedian = 2.5
dominantCollaboration = "directive"
automationShare = 23.53
workUsePercent = 22.35
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 23.53

[[aiPlaybook.useCase]]
label = "personal"
percent = 60

[[aiPlaybook.useCase]]
label = "work"
percent = 22.35

[[aiPlaybook.delegatedTasks]]
task = "Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators."
usagePercent = 0.004700587573446681
collaboration = "directive"
autonomyMedian = 2
sampleCount = 47

[[aiPlaybook.delegatedTasks]]
task = "Assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts."
usagePercent = 0.003800475059382423
autonomyMedian = 3
sampleCount = 38

[[aiPlaybook.boundaryTasks]]
task = "Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators."
humanNeededPercent = 95.74468085106383
sampleCount = 47

[[aiPlaybook.boundaryTasks]]
task = "Assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts."
humanNeededPercent = 94.73684210526315
sampleCount = 38

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts"

[counts]
tasks = 18
skills = 41
capabilities = 120
tools = 18
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "877fe761db90418d"

[[tasks]]
text = "Verify and examine information and accuracy of loan application and closing documents."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Assemble and compile documents for loan closings, such as title abstracts, insurance forms, loan forms, and tax receipts."
type = "Core"
iwa = "4.A.2.a.2.c"

[[tasks]]
text = "Record applications for loan and credit, loan information, and disbursements of funds, using computers."
type = "Core"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Submit loan applications with recommendation for underwriting approval."
type = "Core"
iwa = "4.A.3.b.6.m"

[[tasks]]
text = "Contact customers by mail, telephone, or in person concerning acceptance or rejection of applications."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "File and maintain loan records."
type = "Core"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Contact credit bureaus, employers, and other sources to check applicants' credit and personal references."
type = "Core"
iwa = "4.A.1.a.1.n"

[[tasks]]
text = "Check value of customer collateral to be held as loan security."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Interview loan applicants to obtain personal and financial data and to assist in completing applications."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Prepare and type loan applications, closing documents, legal documents, letters, forms, government notices, and checks, using computers."
type = "Core"
iwa = "4.A.3.b.6.m"

[[tasks]]
text = "Review customer accounts to determine whether payments are made on time and that other loan terms are being followed."
type = "Core"
iwa = "4.A.1.a.2.c"

[[tasks]]
text = "Calculate, review, and correct errors on interest, principal, payment, and closing costs, using computers or calculators."
type = "Core"
iwa = "4.A.1.b.3.c"

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

[[activities]]
name = "Interview employees, customers, or others to collect information."
iwa = "4.A.1.a.1.w"

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

[[activities]]
name = "Discuss account status or activity with customers or patrons."
iwa = "4.A.4.a.3.c"

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

[[activities]]
name = "Maintain financial or account records."
iwa = "4.A.3.b.6.j"

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

[[activities]]
name = "Prepare business correspondence."
iwa = "4.A.4.c.1.a"

[[activities]]
name = "Type documents."
iwa = "4.A.4.c.1.a"

[[activities]]
name = "Calculate financial data."
iwa = "4.A.1.b.3.c"

[[activities]]
name = "Determine the value of goods or services."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Obtain personal or financial information about customers or applicants."
iwa = "4.A.1.a.1.n"

[[activities]]
name = "Schedule appointments."
iwa = "4.A.2.b.5.c"

[[activities]]
name = "Collect deposits, payments or fees."
iwa = "4.A.4.c.3.d"

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

[[activities]]
name = "Monitor financial information."
iwa = "4.A.1.a.2.c"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.39

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.2

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

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

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

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

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

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 4

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.75

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.71

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.62

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.42

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.41

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.38

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.37

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

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.12

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

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

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

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

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

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3

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

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Financial Analysis Software"
type = "Specialized Skill"

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

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

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

[[skills]]
name = "Biology"
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 = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Automated financial software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Automated underwriting software"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Credit reporting software"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Encompass software"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Fannie Mae Desktop Underwriter"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Lending software systems"
category = "Financial analysis software"
hot = false
inDemand = false

[[tools]]
example = "Loan tracking software"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "Microsoft Dynamics"
category = "Customer relationship management CRM software"
hot = false
inDemand = false

[[tools]]
example = "Rockport Integrated Excel Underwriting"
category = "Spreadsheet software"
hot = false
inDemand = false

[[tools]]
example = "Software AG Underwriting Solution"
category = "Financial analysis 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 = "Contact With Others"
value = 4.97

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.91

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.73

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.7

[[workContext]]
name = "Spend Time Sitting"
value = 4.69

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.64

[[workContext]]
name = "Frequency of Decision Making"
value = 4.62

[[workContext]]
name = "Written Letters and Memos"
value = 4.53

[[workContext]]
name = "Time Pressure"
value = 4.53

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.46

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.42

[[workContext]]
name = "E-Mail"
value = 4.32

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.31

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.11

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.07

[[workContext]]
name = "Level of Competition"
value = 3.99

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.74

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.72

[[workContext]]
name = "Conflict Situations"
value = 3.63

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.6

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.15

[[workContext]]
name = "Degree of Automation"
value = 2.96

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.85

[[workContext]]
name = "Physical Proximity"
value = 2.78

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.73

[[workContext]]
name = "Consequence of Error"
value = 2.43

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.25

[[workContext]]
name = "Public Speaking"
value = 2.16

[[workContext]]
name = "Spend Time Standing"
value = 2

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.91

[[workContext]]
name = "Exposed to Contaminants"
value = 1.85

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.82

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.66

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.52

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.51

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.27

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.25

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.24

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.12

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.92

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4.99

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 4.66

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.61

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

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 3.52

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.4

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

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 2.43

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.18

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

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

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.16

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.08

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 1.92

[[relatedRoles]]
socCode = "13-2072.00"
slug = "role-13-2072-00"
title = "Loan Officers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "13-2041.00"
slug = "role-13-2041-00"
title = "Credit Analysts"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2071.00"
slug = "role-13-2071-00"
title = "Credit Counselors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-3011.00"
slug = "role-43-3011-00"
title = "Bill and Account Collectors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-3031.00"
slug = "role-43-3031-00"
title = "Bookkeeping, Accounting, and Auditing Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4141.00"
slug = "role-43-4141-00"
title = "New Accounts Clerks"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "41-3031.00"
slug = "role-41-3031-00"
title = "Securities, Commodities, and Financial Services Sales Agents"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2052.00"
slug = "role-13-2052-00"
title = "Personal Financial Advisors"
tier = "Supplemental"

[[relatedRoles]]
socCode = "43-3071.00"
slug = "role-43-3071-00"
title = "Tellers"
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"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.92
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.364395
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.018876
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.274213
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
