entityType = "role"
schemaVersion = "role.v1"
slug = "role-15-2051-01"
socCode = "15-2051.01"
title = "Business Intelligence Analysts"
summary = "Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources."
aliases = ["Business Intelligence Analyst (BI Analyst)", "Competitive Intelligence Analyst", "Intelligence Analyst", "Market Intelligence Consultant", "Business Analyst", "Business Intelligence Consultant (BI Consultant)", "Business Intelligence Coordinator (BI Coordinator)", "Business Intelligence Specialist (BI Specialist)", "Market Intelligence Analyst", "Strategic Business and Technology Intelligence Consultant", "Analytical Data Miner", "Business Consultant"]
emergingTasks = []
aiSignals = []

[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 = 68.18

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 22.73

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 4.55

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 4.55

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

[market]
medianWage = 112590
meanWage = 124590
pct10Wage = 63650
pct25Wage = 82630
pct75Wage = 155810
pct90Wage = 194410
employment = 233440
areaTitle = "U.S."

[industries]
count = 45

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 69410
medianWage = 117020
lq = 4.26

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 41020
medianWage = 123570
lq = 4.35

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 26840
medianWage = 137600
lq = 6.1

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 26100
medianWage = 126940
lq = 6.14

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 14390
medianWage = 100780
lq = 1.05

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 13070
medianWage = 87870
lq = 0.37

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 9240
medianWage = 118080
lq = 0.48

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 8700
medianWage = 79310
lq = 0.42

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 7680
medianWage = 110930
lq = 0.84

[[industries.top]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 6620
medianWage = 104950
lq = 9.74

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 5290
medianWage = 99840
lq = 1.32

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 3580
medianWage = 105400
lq = 2.05

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 6620
lq = 9.74

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 740
lq = 8.04

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 26100
lq = 6.14

[[industries.concentrated]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 26840
lq = 6.1

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 41020
lq = 4.35

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 69410
lq = 4.26

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 3580
lq = 2.05

[[industries.concentrated]]
naics = "524210"
slug = "524210"
title = "Insurance Agencies and Brokerages"
level = "National industry"
employment = 2790
lq = 1.86

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

[aiOutlook.index]
value = 96
percentile = 99
band = "High"
version = "ai-exposure-index-v1"
componentCount = 2

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

[[aiOutlook.index.components]]
percentile = 98
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.3939393939393939
beta = 0.696969696969697
gamma = 1

[aiOutlook.bls]
growthPercent = 33.5
growthPercentile = 100
direction = "Growing fast"
annualOpeningsThousands = 23.4
annualOpeningsPercentile = 80
employment2024Thousands = 245.9
employment2034Thousands = 328.3

[[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 = 0.35716327602190434
percentile = 98
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 = "Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders."
usagePercent = 0.22564901051316918
importance = 4.64

[[aiOutlook.usageTasks]]
task = "Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs."
usagePercent = 0.06398695200259645
importance = 3.7

[[aiOutlook.usageTasks]]
task = "Synthesize current business intelligence or trend data to support recommendations for action."
usagePercent = 0.03225024547161362
importance = 3.59

[[aiOutlook.usageTasks]]
task = "Disseminate information regarding tools, reports, or metadata enhancements."
usagePercent = 0.01817927849832997
importance = 3.65

[[aiOutlook.usageTasks]]
task = "Analyze competitive market strategies through analysis of related product, market, or share trends."
usagePercent = 0.01725490840519455
importance = 3.58

[[aiOutlook.usageTasks]]
task = "Identify and analyze industry or geographic trends with business strategy implications."
usagePercent = 0.010784317753246593
importance = 3.86

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

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

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

[counts]
tasks = 17
skills = 107
capabilities = 120
tools = 203
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "94b686b8035e7606"

[[tasks]]
text = "Generate standard or custom reports summarizing business, financial, or economic data for review by executives, managers, clients, and other stakeholders."
type = "Core"
iwa = "4.A.3.b.6.c"

[[tasks]]
text = "Maintain or update business intelligence tools, databases, dashboards, systems, or methods."
type = "Core"
iwa = "4.A.3.b.1.f"

[[tasks]]
text = "Manage timely flow of business intelligence information to users."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Provide technical support for existing reports, dashboards, or other tools."
type = "Core"
iwa = "4.A.4.b.6.d"

[[tasks]]
text = "Identify and analyze industry or geographic trends with business strategy implications."
type = "Core"
iwa = "4.A.2.a.4.b"

[[tasks]]
text = "Document specifications for business intelligence or information technology reports, dashboards, or other outputs."
type = "Core"
iwa = "4.A.3.b.2.f"

[[tasks]]
text = "Create business intelligence tools or systems, including design of related databases, spreadsheets, or outputs."
type = "Core"
iwa = "4.A.2.b.2.f"

[[tasks]]
text = "Collect business intelligence data from available industry reports, public information, field reports, or purchased sources."
type = "Core"
iwa = "4.A.2.a.4.b"

[[tasks]]
text = "Disseminate information regarding tools, reports, or metadata enhancements."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Conduct or coordinate tests to ensure that intelligence is consistent with defined needs."
type = "Core"
iwa = "4.A.1.a.1.n"

[[tasks]]
text = "Synthesize current business intelligence or trend data to support recommendations for action."
type = "Core"
iwa = "4.A.2.a.4.b"

[[tasks]]
text = "Analyze competitive market strategies through analysis of related product, market, or share trends."
type = "Core"
iwa = "4.A.2.a.4.b"

[[activities]]
name = "Provide technical support for software maintenance or use."
iwa = "4.A.4.b.6.d"

[[activities]]
name = "Develop models of information or communications systems."
iwa = "4.A.3.b.2.d"

[[activities]]
name = "Analyze market or customer related data."
iwa = "4.A.2.a.4.b"

[[activities]]
name = "Document technical specifications or requirements."
iwa = "4.A.3.b.6.i"

[[activities]]
name = "Update knowledge about emerging industry or technology trends."
iwa = "4.A.2.b.3.a"

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

[[activities]]
name = "Develop information communication procedures."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Document operational procedures."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Report information to managers or other personnel."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Create databases to store electronic data."
iwa = "4.A.2.b.2.f"

[[activities]]
name = "Collect data about customer needs."
iwa = "4.A.1.a.1.n"

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.29

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4

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

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

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

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

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.88

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

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

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.82

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.77

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.62

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 3.5

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

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.38

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.25

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.14

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

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

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

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

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.12

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.12

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.12

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.1

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

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

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

[[capabilities]]
name = "Economics and Accounting"
family = "knowledge"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Unix Shell"
type = "Specialized Skill"

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

[[skills]]
name = "Transact-SQL"
type = "Specialized Skill"

[[skills]]
name = "Shell Script"
type = "Specialized Skill"

[[skills]]
name = "SAP ERP"
type = "Specialized Skill"

[[skills]]
name = "Red Hat Enterprise Linux"
type = "Specialized Skill"

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

[[skills]]
name = "Oracle SQL Developer"
type = "Specialized Skill"

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

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

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

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

[[skills]]
name = "Microsoft Visual Studio"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

[[skills]]
name = "IBM DB2"
type = "Specialized Skill"

[[skills]]
name = "Google Docs"
type = "Specialized Skill"

[[tools]]
example = "Amazon Web Services AWS software"
category = "Data base user interface and query software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Azure software"
category = "Development environment 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 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 = "Python"
category = "Object or component oriented development software"
hot = true
inDemand = true

[[tools]]
example = "R"
category = "Object or component oriented development software"
hot = true
inDemand = true

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

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = true

[[tools]]
example = "SAS"
category = "Analytical or scientific software"
hot = true
inDemand = true

[[tools]]
example = "Snowflake"
category = "Data mining software"
hot = true
inDemand = true

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

[[tools]]
example = "Tableau"
category = "Business intelligence and data analysis software"
hot = true
inDemand = true

[[tools]]
example = "Adobe Acrobat"
category = "Document management software"
hot = true
inDemand = false

[[tools]]
example = "AJAX"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Alteryx software"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "Amazon DynamoDB"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Elastic Compute Cloud EC2"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Amazon Redshift"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Apache Cassandra"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hadoop"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Hive"
category = "Data base management system software"
hot = true
inDemand = false

[[tools]]
example = "Apache Kafka"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Apache Spark"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

[[tools]]
example = "Apache Tomcat"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Atlassian Confluence"
category = "Project management software"
hot = true
inDemand = false

[[tools]]
example = "Atlassian JIRA"
category = "Content workflow software"
hot = true
inDemand = false

[[tools]]
example = "Bash"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "C"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "C#"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "C++"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Django"
category = "Web platform development software"
hot = true
inDemand = false

[[tools]]
example = "Eclipse IDE"
category = "Development environment software"
hot = true
inDemand = false

[[tools]]
example = "Elasticsearch"
category = "Data base management system software"
hot = true
inDemand = false

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

[[tools]]
example = "ESRI ArcGIS software"
category = "Geographic information system"
hot = true
inDemand = false

[[tools]]
example = "Extensible markup language XML"
category = "Enterprise application integration software"
hot = true
inDemand = false

[[tools]]
example = "Facebook"
category = "Web page creation and editing software"
hot = true
inDemand = false

[[tools]]
example = "Git"
category = "File versioning software"
hot = true
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.95

[[workContext]]
name = "Spend Time Sitting"
value = 4.77

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.41

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.27

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.24

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.23

[[workContext]]
name = "Telephone Conversations"
value = 4.21

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.21

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.14

[[workContext]]
name = "Time Pressure"
value = 3.73

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.55

[[workContext]]
name = "Contact With Others"
value = 3.32

[[workContext]]
name = "Level of Competition"
value = 3.32

[[workContext]]
name = "Written Letters and Memos"
value = 3.29

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.29

[[workContext]]
name = "Frequency of Decision Making"
value = 3.23

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.05

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.91

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.82

[[workContext]]
name = "Consequence of Error"
value = 2.73

[[workContext]]
name = "Physical Proximity"
value = 2.71

[[workContext]]
name = "Public Speaking"
value = 2.59

[[workContext]]
name = "Degree of Automation"
value = 2.5

[[workContext]]
name = "Conflict Situations"
value = 2.32

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.18

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 2

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

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 1.86

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.5

[[workContext]]
name = "Health and Safety of Other Workers"
value = 1.45

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.18

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.18

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 1.14

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.09

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.05

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 1.05

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 1.05

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.05

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1

[[workContext]]
name = "Outdoors, Under Cover"
value = 1

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.79

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 5.46

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.41

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 5.12

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 5

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 4.45

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.42

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 4.32

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

[[personFit]]
name = "Business Initiatives"
family = "specific_interest_area"
value = 3.97

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.11

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

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 2.5

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 2.37

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.32

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.12

[[relatedRoles]]
socCode = "15-2051.00"
slug = "role-15-2051-00"
title = "Data Scientists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1211.00"
slug = "role-15-1211-00"
title = "Computer Systems Analysts"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-1161.00"
slug = "role-13-1161-00"
title = "Market Research Analysts and Marketing Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-9111.00"
slug = "role-43-9111-00"
title = "Statistical Assistants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-2021.00"
slug = "role-11-2021-00"
title = "Marketing Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-1161.01"
slug = "role-13-1161-01"
title = "Search Marketing Strategists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2054.00"
slug = "role-13-2054-00"
title = "Financial Risk Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-2031.00"
slug = "role-15-2031-00"
title = "Operations Research Analysts"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "15-2051.02"
slug = "role-15-2051-02"
title = "Clinical Data Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1111.00"
slug = "role-13-1111-00"
title = "Management Analysts"
tier = "Supplemental"

[[relatedRoles]]
socCode = "15-1243.00"
slug = "role-15-1243-00"
title = "Database Architects"
tier = "Supplemental"

[[careerClusters]]
cluster = "Digital Technology"
slug = "digital-technology"

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

[[careerClusters]]
cluster = "Marketing & Sales"
slug = "marketing-sales"

[[studyPrograms]]
title = "Biological and Biomedical Sciences"
slug = "biological-and-biomedical-sciences"

[[studyPrograms]]
title = "Business, Management, Marketing, and Related Support Services"
slug = "business-management-marketing-and-related-support-services"

[[studyPrograms]]
title = "Computer and Information Sciences and Support Services"
slug = "computer-and-information-sciences-and-support-services"

[[studyPrograms]]
title = "Mathematics and Statistics"
slug = "mathematics-and-statistics"

[[studyPrograms]]
title = "Multi/Interdisciplinary Studies"
slug = "multi-interdisciplinary-studies"

[[studyPrograms]]
title = "Physical Sciences"
slug = "physical-sciences"

[[studyPrograms]]
title = "Social Sciences"
slug = "social-sciences"
