entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-4111-00"
socCode = "43-4111.00"
title = "Interviewers, Except Eligibility and Loan"
summary = "Interview persons by telephone, mail, in person, or by other means for the purpose of completing forms, applications, or questionnaires. Ask specific questions, record answers, and assist persons with completing form. May sort, classify, and file forms."
aliases = ["Admissions Clerk", "Admissions Representative", "Interviewer", "Registration Clerk", "Admitting Representative", "Data Collection Assistant", "Market Research Interviewer", "Research Interviewer", "Survey Interviewer", "Telephone Interviewer", "Admissions Advisor", "Admissions Associate"]
emergingTasks = []
studyPrograms = []

[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 = 42.42

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 33.47

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 5.87

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 0.94

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 0.23

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

[market]
medianWage = 43830
meanWage = 45400
pct10Wage = 31980
pct25Wage = 37380
pct75Wage = 50440
pct90Wage = 60960
employment = 157310
areaTitle = "U.S."

[industries]
count = 28

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 104910
medianWage = 44920
lq = 4.45

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 16650
medianWage = 36680
lq = 1.52

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 15200
medianWage = 48180
lq = 1.09

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 7630
medianWage = 39230
lq = 0.83

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5250
medianWage = 45190
lq = 1.83

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 1840
medianWage = 47590
lq = 0.29

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 1790
medianWage = 43440
lq = 0.66

[[industries.top]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 1440
medianWage = 43250
lq = 4.56

[[industries.top]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1330
medianWage = 46890
lq = 5.04

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1310
medianWage = 46080
lq = 0.29

[[industries.top]]
naics = "624120"
slug = "624120"
title = "Services for the Elderly and Persons with Disabilities"
level = "National industry"
employment = 1230
medianWage = 49250
lq = 0.5

[[industries.top]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 760
medianWage = 44150
lq = 12.25

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 760
lq = 12.25

[[industries.concentrated]]
naics = "623220"
slug = "623220"
title = "Residential Mental Health and Substance Abuse Facilities"
level = "National industry"
employment = 1330
lq = 5.04

[[industries.concentrated]]
naics = "621420"
slug = "621420"
title = "Outpatient Mental Health and Substance Abuse Centers"
level = "National industry"
employment = 1440
lq = 4.56

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 104910
lq = 4.45

[[industries.concentrated]]
naics = "621330"
slug = "621330"
title = "Offices of Mental Health Practitioners (except Physicians)"
level = "National industry"
employment = 500
lq = 2.03

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5250
lq = 1.83

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 16650
lq = 1.52

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 570
lq = 1.24

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

[aiOutlook.index]
value = 77
percentile = 78
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 87
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 68
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 76
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.94
percentile = 86
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 = 0.5172413793103449
beta = 0.6724137931034483
gamma = 0.8275862068965517

[aiOutlook.bls]
growthPercent = -11.6
growthPercentile = 5
direction = "Declining"
annualOpeningsThousands = 15.8
annualOpeningsPercentile = 74
employment2024Thousands = 164.3
employment2034Thousands = 145.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.297031
percentile = 87
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 = 0.8275862068965517
percentile = 68
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 = 0.23244158540883728
percentile = 76
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 = "Compile, record, and code results or data from interview or survey, using computer or specified form."
usagePercent = 0.09305325604229918
importance = 4.22

[[aiOutlook.usageTasks]]
task = "Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency."
usagePercent = 0.03841271275918311
importance = 4.57

[[aiOutlook.usageTasks]]
task = "Identify and report problems in obtaining valid data."
usagePercent = 0.03235295325973978
importance = 4.42

[[aiOutlook.usageTasks]]
task = "Prepare reports to provide answers in response to specific problems."
usagePercent = 0.01879552522708692
importance = 3.61

[[aiOutlook.usageTasks]]
task = "Explain survey objectives and procedures to interviewees and interpret survey questions to help interviewees' comprehension."
usagePercent = 0.003697480372541689
importance = 3.6

[[aiOutlook.usageTasks]]
task = "Assist individuals in filling out applications or questionnaires."
usagePercent = 0.0017460323981446867
importance = 4.1

[[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 = 3
taskCount = 5
totalSample = 481
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 49.77
augmentationShare = 32
workUsePercent = 58.67
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 45.33

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 19.33

[[aiPlaybook.collaboration]]
label = "validation"
percent = 12.67

[[aiPlaybook.collaboration]]
label = "none"
percent = 4.67

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 4.44

[[aiPlaybook.useCase]]
label = "work"
percent = 58.67

[[aiPlaybook.useCase]]
label = "personal"
percent = 33.11

[[aiPlaybook.useCase]]
label = "coursework"
percent = 4.22

[[aiPlaybook.delegatedTasks]]
task = "Compile, record, and code results or data from interview or survey, using computer or specified form."
usagePercent = 0.02620327540942618
collaboration = "directive"
autonomyMedian = 3
sampleCount = 262

[[aiPlaybook.delegatedTasks]]
task = "Identify and report problems in obtaining valid data."
usagePercent = 0.013601700212526567
collaboration = "validation"
autonomyMedian = 3
sampleCount = 136

[[aiPlaybook.delegatedTasks]]
task = "Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency."
usagePercent = 0.005200650081260158
collaboration = "none"
autonomyMedian = 3
sampleCount = 52

[[aiPlaybook.boundaryTasks]]
task = "Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency."
humanNeededPercent = 98.07692307692307
sampleCount = 52

[[aiPlaybook.boundaryTasks]]
task = "Identify and report problems in obtaining valid data."
humanNeededPercent = 97.05882352941177
sampleCount = 136

[[aiPlaybook.boundaryTasks]]
task = "Compile, record, and code results or data from interview or survey, using computer or specified form."
humanNeededPercent = 93.89312977099237
sampleCount = 262

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compile, record, and code results or data from interview or survey, using computer or specified form. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "I'm going to identify and report problems in obtaining valid data. Review what I produce and flag anything wrong or missing."
collaboration = "validation"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency"
collaboration = "none"

[counts]
tasks = 16
skills = 39
capabilities = 116
tools = 25
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "ad051e8f68514b71"

[[tasks]]
text = "Ask questions in accordance with instructions to obtain various specified information, such as person's name, address, age, religious preference, or state of residency."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Locate and list addresses and households."
type = "Supplemental"
iwa = "4.A.1.a.1.n"

[[tasks]]
text = "Ensure payment for services by verifying benefits with the person's insurance provider or working out financing options."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Identify and report problems in obtaining valid data."
type = "Core"
iwa = "4.A.4.a.7.c"

[[tasks]]
text = "Perform office duties, such as telemarketing or customer service inquiries, maintaining staff records, billing patients, or receiving payments."
type = "Core"
iwa = "4.A.4.c.3.d"

[[tasks]]
text = "Review data obtained from interview for completeness and accuracy."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Compile, record, and code results or data from interview or survey, using computer or specified form."
type = "Core"
iwa = "4.A.2.a.2.c"

[[tasks]]
text = "Perform patient services, such as answering the telephone or assisting patients with financial or medical questions."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Assist individuals in filling out applications or questionnaires."
type = "Core"
iwa = "4.A.4.a.5.h"

[[tasks]]
text = "Identify and resolve inconsistencies in interviewees' responses by means of appropriate questioning or explanation."
type = "Core"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Contact individuals to be interviewed at home, place of business, or field location, by telephone, mail, or in person."
type = "Supplemental"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Supervise or train other staff members."
type = "Core"
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Supervise clerical or administrative personnel."
iwa = "4.A.4.b.4.a"

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

[[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 = "Code data or other information."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Check data for recording errors."
iwa = "4.A.2.a.2.a"

[[activities]]
name = "Assist individuals with paperwork."
iwa = "4.A.4.a.5.h"

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

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

[[activities]]
name = "Resolve operational performance problems."
iwa = "4.A.4.a.7.c"

[[activities]]
name = "Explain regulations, policies, or procedures."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Answer telephones to direct calls or provide information."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Prepare research or technical reports."
iwa = "4.A.3.b.6.c"

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

[[activities]]
name = "Confer with coworkers to coordinate work activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Analyze operational or research data."
iwa = "4.A.2.a.4.g"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.48

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

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

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

[[capabilities]]
name = "Oral Comprehension"
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 = "English Language"
family = "knowledge"
value = 3.72

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.69

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.5

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.47

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.38

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.38

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.26

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

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

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

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

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

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

[[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 = "Negotiation"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 2.69

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 2.54

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 2.54

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Teams"
category = "Project management software"
hot = true
inDemand = true

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

[[tools]]
example = "MEDITECH software"
category = "Medical software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail 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 = "Oracle PeopleSoft"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "Creative Research Systems The Survey System"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Electronic health record EHR software"
category = "Medical software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Medical condition coding software"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Medical procedure coding software"
category = "Medical software"
hot = false
inDemand = false

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

[[tools]]
example = "Nebu Dub InterViewer"
category = "Project management software"
hot = false
inDemand = false

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

[[tools]]
example = "RIVS automated interview software"
category = "Human resources software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Statistical software"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Student information systems SIS software"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[workContext]]
name = "Contact With Others"
value = 5

[[workContext]]
name = "E-Mail"
value = 4.92

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.92

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.78

[[workContext]]
name = "Telephone Conversations"
value = 4.73

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.67

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.63

[[workContext]]
name = "Spend Time Sitting"
value = 4.59

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.36

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.23

[[workContext]]
name = "Time Pressure"
value = 4.2

[[workContext]]
name = "Physical Proximity"
value = 4.16

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.14

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.14

[[workContext]]
name = "Frequency of Decision Making"
value = 4.13

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.97

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.91

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.85

[[workContext]]
name = "Conflict Situations"
value = 3.8

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.76

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.76

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.55

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.53

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.48

[[workContext]]
name = "Written Letters and Memos"
value = 3.36

[[workContext]]
name = "Level of Competition"
value = 3.08

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.92

[[workContext]]
name = "Exposed to Contaminants"
value = 2.74

[[workContext]]
name = "Degree of Automation"
value = 2.63

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.5

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.5

[[workContext]]
name = "Consequence of Error"
value = 2.34

[[workContext]]
name = "Public Speaking"
value = 2.14

[[workContext]]
name = "Spend Time Walking or Running"
value = 2

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.98

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.93

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.87

[[workContext]]
name = "Spend Time Standing"
value = 1.81

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.75

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.42

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.01

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.79

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.12

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.66

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 3.01

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

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 2.94

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.75

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.59

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.35

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2.26

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.22

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 2.15

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 2.14

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 1.92

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

[[relatedRoles]]
socCode = "29-2099.08"
slug = "role-29-2099-08"
title = "Patient Representatives"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-9061.00"
slug = "role-43-9061-00"
title = "Office Clerks, General"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4161.00"
slug = "role-43-4161-00"
title = "Human Resources Assistants, Except Payroll and Timekeeping"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4171.00"
slug = "role-43-4171-00"
title = "Receptionists and Information Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-6013.00"
slug = "role-43-6013-00"
title = "Medical Secretaries and Administrative Assistants"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-6014.00"
slug = "role-43-6014-00"
title = "Secretaries and Administrative Assistants, Except Legal, Medical, and Executive"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "29-9021.00"
slug = "role-29-9021-00"
title = "Health Information Technologists and Medical Registrars"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-3022.00"
slug = "role-19-3022-00"
title = "Survey Researchers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "19-4061.00"
slug = "role-19-4061-00"
title = "Social Science Research Assistants"
tier = "Supplemental"

[[careerClusters]]
cluster = "Healthcare & Human Services"
slug = "healthcare-human-services"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.94
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.297031
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.2056872
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.44861
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
