entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-3071-00"
socCode = "43-3071.00"
title = "Tellers"
summary = "Receive and pay out money. Keep records of money and negotiable instruments involved in a financial institution's various transactions."
aliases = ["Bank Teller", "Financial Services Representative (FSR)", "Member Services Representative", "Teller", "Account Representative", "Branch Operations Specialist", "Customer Relationship Specialist", "Customer Service Associate (CSA)", "Personal Banking Representative", "Roving Teller", "Bank Representative", "Banker"]
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 = "High School Diploma"
percentage = 72.95

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 8.97

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 8.32

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 5.4

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 2.69

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 1.67

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

[market]
medianWage = 39340
meanWage = 40940
pct10Wage = 31270
pct25Wage = 36420
pct75Wage = 45550
pct90Wage = 48270
employment = 339340
areaTitle = "U.S."

[industries]
count = 12

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 330260
medianWage = 39280
lq = 24.1

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5170
medianWage = 44110
lq = 0.84

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2830
medianWage = 39600
lq = 0.14

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
medianWage = 34600
lq = 0.06

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 240
medianWage = 45800
lq = 0.04

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 230
medianWage = 46180
lq = 0.01

[[industries.top]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 140
medianWage = 37260
lq = 0.06

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 90
medianWage = 42490

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 80
medianWage = 38310

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 50
medianWage = 39270

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
medianWage = 50470

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 33100

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 330260
lq = 24.1

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 5170
lq = 0.84

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 2830
lq = 0.14

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 140
lq = 0.06

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 340
lq = 0.06

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 240
lq = 0.04

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 230
lq = 0.01

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

[aiOutlook.index]
value = 67
percentile = 67
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 59
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 61
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 80
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 = 0.3125
beta = 0.5416666666666666
gamma = 0.7708333333333333

[aiOutlook.bls]
growthPercent = -12.9
growthPercentile = 4
direction = "Declining"
annualOpeningsThousands = 29.8
annualOpeningsPercentile = 83
employment2024Thousands = 347.4
employment2034Thousands = 302.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.4727723
percentile = 59
band = "Moderate"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.7708333333333333
percentile = 61
band = "Moderate"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.24976126967730383
percentile = 80
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 = "Identify transaction mistakes when debits and credits do not balance."
usagePercent = 0.005957051711317166
importance = 4.54

[[aiOutlook.usageTasks]]
task = "Compute financial fees, interest, and service charges."
usagePercent = 0.005648928346938691
importance = 3.96

[[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 = 1
taskCount = 3
totalSample = 81
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 50
workUsePercent = 60
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 50

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

[[aiPlaybook.delegatedTasks]]
task = "Compute financial fees, interest, and service charges."
usagePercent = 0.004000500062507814
collaboration = "directive"
autonomyMedian = 3
sampleCount = 40

[[aiPlaybook.boundaryTasks]]
task = "Compute financial fees, interest, and service charges."
humanNeededPercent = 100
sampleCount = 40

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compute financial fees, interest, and service charges. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 28
skills = 41
capabilities = 120
tools = 16
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "0a80721ccca2d670"

[[tasks]]
text = "Balance currency, coin, and checks in cash drawers at ends of shifts and calculate daily transactions, using computers, calculators, or adding machines."
type = "Core"
iwa = "4.A.1.b.3.c"

[[tasks]]
text = "Receive checks and cash for deposit, verify amounts, and check accuracy of deposit slips."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Cash checks and pay out money after verifying that signatures are correct, that written and numerical amounts agree, and that accounts have sufficient funds."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Monitor bank vaults to ensure cash balances are correct."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Count currency, coins, and checks received, by hand or using currency-counting machine, to prepare them for deposit or shipment to branch banks or the Federal Reserve Bank."
type = "Core"
iwa = "4.A.2.a.2.d"

[[tasks]]
text = "Enter customers' transactions into computers to record transactions and issue computer-generated receipts."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Examine checks for endorsements and to verify other information, such as dates, bank names, identification of the persons receiving payments, and the legality of the documents."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Prepare and verify cashier's checks."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Resolve problems or discrepancies concerning customers' accounts."
type = "Core"
iwa = "4.A.4.a.8.c"

[[tasks]]
text = "Process transactions, such as term deposits, retirement savings plan contributions, automated teller transactions, night deposits, and mail deposits."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Answer telephones and assist customers with their questions."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Count, verify, and post armored car deposits."
type = "Supplemental"
iwa = "4.A.2.a.2.a"

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

[[activities]]
name = "Answer customer questions about goods or services."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Calculate financial data."
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 = "Execute sales or other financial transactions."
iwa = "4.A.4.c.1.c"

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

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

[[activities]]
name = "Prepare cash for deposit or disbursement."
iwa = "4.A.2.a.2.d"

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

[[activities]]
name = "Sell products or services."
iwa = "4.A.4.a.6.b"

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

[[activities]]
name = "Order materials, supplies, or equipment."
iwa = "4.A.4.c.3.e"

[[activities]]
name = "File documents or records."
iwa = "4.A.4.c.1.a"

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

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

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

[[activities]]
name = "Issue documentation or identification to customers or employees."
iwa = "4.A.4.c.1.d"

[[activities]]
name = "Send information, materials or documentation."
iwa = "4.A.4.c.1.e"

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

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

[[activities]]
name = "Interpret financial information for others."
iwa = "4.A.4.a.1.d"

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.88

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

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.63

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.62

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.47

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.25

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

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

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

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

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3.11

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

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

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3

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

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.91

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

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 2.88

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "IBM Notes"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Presentation 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 Office software"
category = "Office suite software"
hot = true
inDemand = true

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

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

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

[[tools]]
example = "Hyland Software OnBase"
category = "Document management software"
hot = false
inDemand = false

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

[[tools]]
example = "Information Technology Incorporated Premier Teller"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Jack Henry & Associates Vertex"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Sage 50 Accounting"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Southern Data Systems TellerPro"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Total Turnkey Solutions E-Vision"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Contact With Others"
value = 4.96

[[workContext]]
name = "Telephone Conversations"
value = 4.88

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.88

[[workContext]]
name = "E-Mail"
value = 4.83

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.8

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.72

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.69

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.57

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.53

[[workContext]]
name = "Frequency of Decision Making"
value = 4.33

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.15

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.11

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.06

[[workContext]]
name = "Physical Proximity"
value = 4.02

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.91

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.8

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.77

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.67

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.56

[[workContext]]
name = "Spend Time Standing"
value = 3.55

[[workContext]]
name = "Time Pressure"
value = 3.53

[[workContext]]
name = "Written Letters and Memos"
value = 3.42

[[workContext]]
name = "Conflict Situations"
value = 3.36

[[workContext]]
name = "Level of Competition"
value = 3.31

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.2

[[workContext]]
name = "Consequence of Error"
value = 3.2

[[workContext]]
name = "Spend Time Sitting"
value = 3.13

[[workContext]]
name = "Degree of Automation"
value = 2.45

[[workContext]]
name = "Public Speaking"
value = 2.42

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.38

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.35

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.29

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.26

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.2

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.86

[[workContext]]
name = "Exposed to Contaminants"
value = 1.75

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.74

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.55

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.54

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.5

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.88

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

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 5.27

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.19

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

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 3.33

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

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.72

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.53

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.47

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

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.38

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.27

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 1.92

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 1.74

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.73

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

[[relatedRoles]]
socCode = "41-2011.00"
slug = "role-41-2011-00"
title = "Cashiers"
tier = "Primary-Short"

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

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

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

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

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

[[relatedRoles]]
socCode = "43-3021.00"
slug = "role-43-3021-00"
title = "Billing and Posting Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4131.00"
slug = "role-43-4131-00"
title = "Loan Interviewers and Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-2012.00"
slug = "role-41-2012-00"
title = "Gambling Change Persons and Booth Cashiers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "13-2041.00"
slug = "role-13-2041-00"
title = "Credit Analysts"
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 = 0.98
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.4727723
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.0573272
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.4310685
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
