entityType = "role"
schemaVersion = "role.v1"
slug = "role-13-2031-00"
socCode = "13-2031.00"
title = "Budget Analysts"
summary = "Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations. Analyze budgeting and accounting reports."
aliases = ["Budget Analyst", "Budget Officer", "Budget Planning Analyst", "Budget and Policy Analyst", "Budget Coordinator", "Cost Analyst", "Financial Services Officer", "Fiscal Analyst", "Fiscal Budget Analyst", "Budget Administrator (Budget Admin)", "Budget Engineer", "Budget Examiner"]

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

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 77.48

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 12.57

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 7.59

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 2.37

[educationLevel]
category = "Bachelor's degree"
slug = "bachelor-s-degree"

[market]
medianWage = 87930
meanWage = 93920
pct10Wage = 60510
pct25Wage = 72240
pct75Wage = 110380
pct90Wage = 134640
employment = 47170
areaTitle = "U.S."

[industries]
count = 26

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 6500
medianWage = 77460
lq = 1.56

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 4920
medianWage = 98390
lq = 1.49

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 2640
medianWage = 91170
lq = 3.07

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 2080
medianWage = 83550
lq = 0.29

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 2050
medianWage = 93160
lq = 0.53

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 1230
medianWage = 85440
lq = 0.65

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 1140
medianWage = 85470
lq = 0.41

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 940
medianWage = 100860
lq = 2.66

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 570
medianWage = 84380
lq = 0.64

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 480
medianWage = 95730
lq = 0.21

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
employment = 460
medianWage = 80130
lq = 0.19

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 460
medianWage = 88350
lq = 0.25

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 150
lq = 8.07

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 2640
lq = 3.07

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 940
lq = 2.66

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 230
lq = 1.67

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 6500
lq = 1.56

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 4920
lq = 1.49

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 250
lq = 1.41

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 1230
lq = 0.65

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

[aiOutlook.index]
value = 88
percentile = 93
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 99
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 88
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 = 0.08
beta = 0.52
gamma = 0.96

[aiOutlook.bls]
growthPercent = 1
growthPercentile = 31
direction = "About average"
annualOpeningsThousands = 3.1
annualOpeningsPercentile = 38
employment2024Thousands = 50.4
employment2034Thousands = 51

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.502988
percentile = 99
band = "High"
note = "How much this job's abilities overlap with what AI systems can do, across many AI capabilities. A relative research score, not a forecast of job loss."

[[aiOutlook.exposure]]
source = "eloundou_gamma"
label = "LLM task exposure, γ (OpenAI / Eloundou)"
value = 0.96
percentile = 88
band = "High"
note = "Share of this job's tasks where a large language model plus simple tools could cut the time to do them by at least half. γ is capped at 1.0 and many jobs reach that ceiling, so treat a top score as 'in the top group', not a precise rank."

[[aiOutlook.exposure]]
source = "microsoft_applicability"
label = "AI assistant applicability (Microsoft)"
value = 0.2340858486198604
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 = "Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods."
usagePercent = 0.008627454202597275
importance = 3.7

[[aiOutlook.usageTasks]]
task = "Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation."
usagePercent = 0.006676006228200272
importance = 4.35

[[aiOutlook.usageTasks]]
task = "Compile and analyze accounting records and other data to determine the financial resources required to implement a program."
usagePercent = 0.0034920647962893734
importance = 4.12

[[aiOutlook.usageTasks]]
task = "Summarize budgets and submit recommendations for the approval or disapproval of funds requests."
usagePercent = 0.002978525855658583
importance = 4.07

[[aiOutlook.usageTasks]]
task = "Seek new ways to improve efficiency and increase profits."
usagePercent = 0.0019514479743970028
importance = 3.36

[[aiOutlook.usageTasks]]
task = "Analyze monthly department budgeting and accounting reports to maintain expenditure controls."
usagePercent = 0.0017460323981446867
importance = 4.37

[[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 = 202
autonomyMedian = 4
dominantCollaboration = "task iteration"
automationShare = 9.49
augmentationShare = 76.58
workUsePercent = 75.32
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 48.73

[[aiPlaybook.collaboration]]
label = "learning"
percent = 27.85

[[aiPlaybook.collaboration]]
label = "directive"
percent = 9.49

[[aiPlaybook.useCase]]
label = "work"
percent = 75.32

[[aiPlaybook.useCase]]
label = "personal"
percent = 17.72

[[aiPlaybook.delegatedTasks]]
task = "Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation."
usagePercent = 0.015801975246905863
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 158

[[aiPlaybook.boundaryTasks]]
task = "Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation."
humanNeededPercent = 94.30379746835443
sampleCount = 158

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation. I'll give feedback as we go."
collaboration = "task iteration"

[counts]
tasks = 13
skills = 50
capabilities = 120
tools = 56
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "bc53ab6c41512972"

[[tasks]]
text = "Analyze monthly department budgeting and accounting reports to maintain expenditure controls."
type = "Core"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Provide advice and technical assistance with cost analysis, fiscal allocation, and budget preparation."
type = "Core"
iwa = "4.A.4.b.6.k"

[[tasks]]
text = "Review operating budgets to analyze trends affecting budget needs."
type = "Core"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Compile and analyze accounting records and other data to determine the financial resources required to implement a program."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Examine budget estimates for completeness, accuracy, and conformance with procedures and regulations."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Summarize budgets and submit recommendations for the approval or disapproval of funds requests."
type = "Core"
iwa = "4.A.3.b.6.a"

[[tasks]]
text = "Consult with managers to ensure that budget adjustments are made in accordance with program changes."
type = "Core"
iwa = "4.A.4.a.2.e"

[[tasks]]
text = "Direct the preparation of regular and special budget reports."
type = "Core"
iwa = "4.A.3.b.6.a"

[[tasks]]
text = "Interpret budget directives and establish policies for carrying out directives."
type = "Core"
iwa = "4.A.2.b.4.a"

[[tasks]]
text = "Testify before examining and fund-granting authorities, clarifying and promoting the proposed budgets."
type = "Supplemental"
iwa = "4.A.4.a.3.a"

[[tasks]]
text = "Perform cost-benefit analyses to compare operating programs, review financial requests, or explore alternative financing methods."
type = "Core"
iwa = "4.A.2.a.4.k"

[[tasks]]
text = "Match appropriations for specific programs with appropriations for broader programs, including items for emergency funds."
type = "Core"
iwa = "4.A.2.a.4.k"

[[emergingTasks]]
text = "Communicate financial reports and budgets to stakeholders."

[[emergingTasks]]
text = "Submit and monitor salary raises."

[[activities]]
name = "Analyze budgetary or accounting data."
iwa = "4.A.2.a.4.k"

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

[[activities]]
name = "Discuss business strategies, practices, or policies with managers."
iwa = "4.A.4.a.2.e"

[[activities]]
name = "Analyze business or financial data."
iwa = "4.A.2.a.4.k"

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

[[activities]]
name = "Identify opportunities to improve operational efficiency."
iwa = "4.A.1.b.1.b"

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

[[activities]]
name = "Establish organizational guidelines or policies."
iwa = "4.A.2.b.4.a"

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

[[activities]]
name = "Testify at legal or legislative proceedings."
iwa = "4.A.4.a.3.a"

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 4.42

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 4.03

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.93

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.88

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

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

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

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.75

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.74

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

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

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

[[capabilities]]
name = "Management of Financial Resources"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.38

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.36

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.25

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

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

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

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

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

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 2.92

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Sage ERP Accpac"
type = "Specialized Skill"

[[skills]]
name = "SAP Business One"
type = "Specialized Skill"

[[skills]]
name = "Oracle Hyperion"
type = "Specialized Skill"

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

[[skills]]
name = "IBM Cognos Business Intelligence"
type = "Specialized Skill"

[[skills]]
name = "Hyperion Enterprise"
type = "Specialized Skill"

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

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

[[skills]]
name = "Deltek Costpoint"
type = "Specialized Skill"

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

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

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

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

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

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query software"
hot = true
inDemand = true

[[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 Power BI"
category = "Business intelligence and data analysis 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 = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft SharePoint"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Visual Basic"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Budgeting, forecasting, and planning software"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Business Objects Data Integrator"
category = "Development environment software"
hot = false
inDemand = false

[[tools]]
example = "Business performance management BPM software"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Deltek Costpoint"
category = "Accounting software"
hot = false
inDemand = false

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

[[tools]]
example = "Everest Software Advanced"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Fund accounting software"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "Graphics software"
category = "Graphics or photo imaging software"
hot = false
inDemand = false

[[tools]]
example = "Human resources management system HRMS"
category = "Human resources software"
hot = false
inDemand = false

[[tools]]
example = "Hyperion Enterprise"
category = "Accounting software"
hot = false
inDemand = false

[[tools]]
example = "IBM Cognos Business Intelligence"
category = "Business intelligence and data analysis software"
hot = false
inDemand = false

[[tools]]
example = "IBM Cognos Planning"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Lilly Software Associates VISUAL Enterprise"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Microsoft Visual Basic.NET"
category = "Object or component oriented development software"
hot = false
inDemand = false

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

[[tools]]
example = "Online analytical processing OLAP software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Open Systems TRAVERSE"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Oracle E-Business Suite Financials"
category = "Financial analysis software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Oracle PeopleSoft Financials"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Oracle Performance Management Suites"
category = "Financial analysis software"
hot = false
inDemand = false

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

[[workContext]]
name = "Spend Time Sitting"
value = 4.82

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.68

[[workContext]]
name = "Telephone Conversations"
value = 4.63

[[workContext]]
name = "Frequency of Decision Making"
value = 4.6

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.6

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.6

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.49

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.45

[[workContext]]
name = "Contact With Others"
value = 4.42

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.33

[[workContext]]
name = "Time Pressure"
value = 4.26

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.25

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.13

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.08

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.05

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.87

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.66

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.64

[[workContext]]
name = "Written Letters and Memos"
value = 3.59

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.33

[[workContext]]
name = "Conflict Situations"
value = 3.01

[[workContext]]
name = "Level of Competition"
value = 2.87

[[workContext]]
name = "Consequence of Error"
value = 2.8

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.6

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.26

[[workContext]]
name = "Physical Proximity"
value = 2.19

[[workContext]]
name = "Public Speaking"
value = 1.86

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.85

[[workContext]]
name = "Spend Time Standing"
value = 1.8

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.78

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.76

[[workContext]]
name = "Degree of Automation"
value = 1.57

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.37

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.15

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.14

[[workContext]]
name = "Exposed to High Places"
value = 1.14

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.14

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.12

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.02

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 7

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 6.48

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5.68

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 5.46

[[personFit]]
name = "Dependability"
family = "work_style"
value = 5

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.91

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 4.18

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 4

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.72

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 3.16

[[personFit]]
name = "Integrity"
family = "work_style"
value = 3

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 2.45

[[personFit]]
name = "Politics"
family = "specific_interest_area"
value = 2.32

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.25

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

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.08

[[relatedRoles]]
socCode = "13-2011.00"
slug = "role-13-2011-00"
title = "Accountants and Auditors"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-3031.01"
slug = "role-11-3031-01"
title = "Treasurers and Controllers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-3031.00"
slug = "role-11-3031-00"
title = "Financial Managers"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "13-2061.00"
slug = "role-13-2061-00"
title = "Financial Examiners"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "11-3111.00"
slug = "role-11-3111-00"
title = "Compensation and Benefits Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-2033.00"
slug = "role-11-2033-00"
title = "Fundraising Managers"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "43-3051.00"
slug = "role-43-3051-00"
title = "Payroll and Timekeeping Clerks"
tier = "Supplemental"

[[careerClusters]]
cluster = "Public Service & Safety"
slug = "public-service-safety"

[[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 = 0.94
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.502988
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.326385
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 1.299968
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
