entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-3021-06"
socCode = "33-3021.06"
title = "Intelligence Analysts"
summary = "Gather, analyze, or evaluate information from a variety of sources, such as law enforcement databases, surveillance, intelligence networks or geographic information systems. Use intelligence data to anticipate and prevent organized crime activities, such as terrorism."
aliases = ["Crime Analyst (Criminal Analyst)", "Crime Intelligence Analyst (Criminal Intelligence Analyst)", "Intel Analyst (Intelligence Analyst)", "Intel Research Specialist (Intelligence Research Specialist)", "Anti-Terrorist Analyst", "Crime Research Specialist (Criminal Research Specialist)", "Crime and Intelligence Analyst (Criminal and Intelligence Analyst)", "Investigative Intel Analysts (Investigative Intelligence Analysts)", "Police Crime and Intel Analyst (Police Crime and Intelligence Analyst)", "Terrorism Research Specialist", "AI Consultant (Artificial Intelligence Consultant)", "All Source Analyst"]

[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 = 65.22

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 13.04

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 8.7

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 8.7

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 4.35

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

[market]
medianWage = 93580
meanWage = 98770
pct10Wage = 54160
pct25Wage = 68390
pct75Wage = 120080
pct90Wage = 159410
employment = 110790
areaTitle = "U.S."

[industries]
count = 3

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 440
medianWage = 115070
lq = 0.08

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 280
medianWage = 82990
lq = 0.03

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 60
medianWage = 85650

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 440
lq = 0.08

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 280
lq = 0.03

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

[aiOutlook.index]
value = 64
percentile = 64
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 54
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 90
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 48
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.34
percentile = 40
band = "Moderate"
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 = 0.08823529411764705
beta = 0.5294117647058824
gamma = 0.9705882352941176

[aiOutlook.bls]
growthPercent = -0.7
growthPercentile = 23
direction = "Declining"
annualOpeningsThousands = 7.8
annualOpeningsPercentile = 57
employment2024Thousands = 117.9
employment2034Thousands = 117.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.2257696
percentile = 54
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 = 0.9705882352941176
percentile = 90
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 = 0.14547978763049327
percentile = 48
band = "Moderate"
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 = "Validate known intelligence with data from other sources."
usagePercent = 0.01879552522708692
importance = 4.5

[[aiOutlook.usageTasks]]
task = "Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools."
usagePercent = 0.009449116507606539
importance = 4.05

[[aiOutlook.usageTasks]]
task = "Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities."
usagePercent = 0.00575163613506485
importance = 4.26

[[aiOutlook.usageTasks]]
task = "Gather intelligence information by field observation, confidential information sources, or public records."
usagePercent = 0.0031839414319108986
importance = 4.43

[[aiOutlook.usageTasks]]
task = "Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases."
usagePercent = 0.002773110279406267
importance = 4.48

[[aiOutlook.usageTasks]]
task = "Develop defense plans or tactics, using intelligence and other information."
usagePercent = 0.002567694703153951
importance = 3.64

[[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 = 4
taskCount = 6
totalSample = 242
autonomyMedian = 3.5
dominantCollaboration = "directive"
automationShare = 41.9
augmentationShare = 32.86
workUsePercent = 33.33
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 41.9

[[aiPlaybook.collaboration]]
label = "learning"
percent = 25.24

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 7.62

[[aiPlaybook.useCase]]
label = "personal"
percent = 49.05

[[aiPlaybook.useCase]]
label = "work"
percent = 33.33

[[aiPlaybook.delegatedTasks]]
task = "Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools."
usagePercent = 0.007200900112514064
collaboration = "directive"
autonomyMedian = 4
sampleCount = 72

[[aiPlaybook.delegatedTasks]]
task = "Prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data."
usagePercent = 0.005400675084385548
collaboration = "directive"
autonomyMedian = 4
sampleCount = 54

[[aiPlaybook.delegatedTasks]]
task = "Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases."
usagePercent = 0.004700587573446681
collaboration = "directive"
autonomyMedian = 3
sampleCount = 47

[[aiPlaybook.delegatedTasks]]
task = "Gather intelligence information by field observation, confidential information sources, or public records."
usagePercent = 0.0037004625578197278
collaboration = "directive"
autonomyMedian = 3
sampleCount = 37

[[aiPlaybook.boundaryTasks]]
task = "Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases."
humanNeededPercent = 97.87234042553192
sampleCount = 47

[[aiPlaybook.boundaryTasks]]
task = "Gather intelligence information by field observation, confidential information sources, or public records."
humanNeededPercent = 94.5945945945946
sampleCount = 37

[[aiPlaybook.boundaryTasks]]
task = "Prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data."
humanNeededPercent = 90.74074074074075
sampleCount = 54

[[aiPlaybook.boundaryTasks]]
task = "Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools."
humanNeededPercent = 90.27777777777779
sampleCount = 72

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: prepare comprehensive written reports, presentations, maps, or charts based on research, collection, and analysis of intelligence data. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: gather intelligence information by field observation, confidential information sources, or public records. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 21
skills = 55
capabilities = 120
tools = 82
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "5e685e7709660596"

[[tasks]]
text = "Validate known intelligence with data from other sources."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Gather, analyze, correlate, or evaluate information from a variety of resources, such as law enforcement databases."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Evaluate records of communications, such as telephone calls, to plot activity and determine the size and location of criminal groups and members."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Gather intelligence information by field observation, confidential information sources, or public records."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Analyze intelligence data to identify patterns and trends in criminal activity."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Prepare comprehensive written reports, presentations, maps, or charts, based on research, collection, and analysis of intelligence data."
type = "Core"
iwa = "4.A.3.b.6.b"

[[tasks]]
text = "Collaborate with representatives from other government and intelligence organizations to share information or coordinate intelligence activities."
type = "Core"
iwa = "4.A.4.b.1.c"

[[tasks]]
text = "Link or chart suspects to criminal organizations or events to determine activities and interrelationships."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Establish criminal profiles to aid in connecting criminal organizations with their members."
type = "Core"
iwa = "4.A.3.b.6.b"

[[tasks]]
text = "Identify gaps in information."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Design, use, or maintain databases and software applications, such as geographic information systems (GIS) mapping and artificial intelligence tools."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Predict future gang, organized crime, or terrorist activity, using analyses of intelligence data."
type = "Core"
iwa = "4.A.1.a.1.c"

[[emergingTasks]]
text = "Make recommendations for investigations and subpoenas."

[[activities]]
name = "Examine records or other types of data to investigate criminal activities."
iwa = "4.A.1.a.1.c"

[[activities]]
name = "Investigate illegal or suspicious activities."
iwa = "4.A.1.a.1.c"

[[activities]]
name = "Use databases to locate investigation details or other information."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Record information about suspects or criminals."
iwa = "4.A.3.b.6.b"

[[activities]]
name = "Operate surveillance equipment to detect suspicious or illegal activities."
iwa = "4.A.3.a.3.e"

[[activities]]
name = "Observe individuals' activities to gather information or compile evidence."
iwa = "4.A.1.a.1.o"

[[activities]]
name = "Prepare investigation or incident reports."
iwa = "4.A.3.b.6.b"

[[activities]]
name = "Plan work procedures."
iwa = "4.A.2.b.6.b"

[[activities]]
name = "Develop technical methods or processes."
iwa = "4.A.3.b.2.f"

[[activities]]
name = "Collaborate with law enforcement or security agencies to share information."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Determine operational procedures."
iwa = "4.A.2.b.1.d"

[[activities]]
name = "Interview people to gather information about criminal activities."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Maintain professional knowledge or certifications."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Present research results to others."
iwa = "4.A.3.b.6.c"

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.26

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 4.25

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 4.25

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.14

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

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.12

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 4

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

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

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 4

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

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.88

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.88

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.78

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.5

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.48

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.26

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.17

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.13

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Information Ordering"
type = "Specialized 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 = "Active Learning"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Apache Spark"
type = "Specialized Skill"

[[skills]]
name = "Apache Kafka"
type = "Specialized Skill"

[[skills]]
name = "Apache Hive"
type = "Specialized Skill"

[[skills]]
name = "Apache Hadoop"
type = "Specialized Skill"

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

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

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

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

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

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

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

[[skills]]
name = "Oracle Business Intelligence Enterprise Edition"
type = "Specialized Skill"

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

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

[[tools]]
example = "Microsoft PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

[[tools]]
example = "Amazon Web Services AWS software"
category = "Data base user interface and query 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 = "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 = "ESRI ArcGIS software"
category = "Geographic information system"
hot = true
inDemand = false

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

[[tools]]
example = "Hypertext markup language HTML"
category = "Web platform development software"
hot = true
inDemand = false

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Splunk Enterprise"
category = "Cloud-based management 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 = "Tableau"
category = "Business intelligence and data analysis software"
hot = true
inDemand = false

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

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

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

[[tools]]
example = "Amazon Simple Storage Service S3"
category = "Storage networking software"
hot = false
inDemand = false

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

[[tools]]
example = "Arrival Departure Information System ADIS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Automated Targeting System ATS"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.87

[[workContext]]
name = "Telephone Conversations"
value = 4.78

[[workContext]]
name = "Spend Time Sitting"
value = 4.61

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.59

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.52

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.39

[[workContext]]
name = "Contact With Others"
value = 4.35

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.3

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.3

[[workContext]]
name = "Time Pressure"
value = 3.78

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.77

[[workContext]]
name = "Written Letters and Memos"
value = 3.57

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.52

[[workContext]]
name = "Level of Competition"
value = 3.3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.17

[[workContext]]
name = "Frequency of Decision Making"
value = 3.09

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.04

[[workContext]]
name = "Physical Proximity"
value = 3

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.91

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.83

[[workContext]]
name = "Public Speaking"
value = 2.61

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.57

[[workContext]]
name = "Consequence of Error"
value = 2.57

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.55

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.35

[[workContext]]
name = "Conflict Situations"
value = 2.35

[[workContext]]
name = "Degree of Automation"
value = 2.3

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.05

[[workContext]]
name = "Spend Time Standing"
value = 2.04

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.78

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.73

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.73

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 1.52

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.48

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.39

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.3

[[workContext]]
name = "In an Open Vehicle or Operating Equipment"
value = 1.26

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.26

[[workContext]]
name = "Exposed to Contaminants"
value = 1.26

[[personFit]]
name = "Dependability"
family = "work_style"
value = 9

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 8

[[personFit]]
name = "Integrity"
family = "work_style"
value = 7

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 6

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.77

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.37

[[personFit]]
name = "Intellectual Curiosity"
family = "work_style"
value = 5

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 4.58

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 4.13

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 4

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 3.96

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.84

[[personFit]]
name = "Social Science"
family = "specific_interest_area"
value = 3.7

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 3.34

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.31

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

[[relatedRoles]]
socCode = "15-1299.06"
slug = "role-15-1299-06"
title = "Digital Forensics Analysts"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-9021.00"
slug = "role-33-9021-00"
title = "Private Detectives and Investigators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-3021.00"
slug = "role-33-3021-00"
title = "Detectives and Criminal Investigators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "15-1212.00"
slug = "role-15-1212-00"
title = "Information Security Analysts"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "13-2099.04"
slug = "role-13-2099-04"
title = "Fraud Examiners, Investigators and Analysts"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1299.05"
slug = "role-15-1299-05"
title = "Information Security Engineers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1199.07"
slug = "role-13-1199-07"
title = "Security Management Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-2051.01"
slug = "role-15-2051-01"
title = "Business Intelligence Analysts"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-4092.00"
slug = "role-19-4092-00"
title = "Forensic Science Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "15-1299.04"
slug = "role-15-1299-04"
title = "Penetration Testers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "11-3013.01"
slug = "role-11-3013-01"
title = "Security Managers"
tier = "Supplemental"

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

[[studyPrograms]]
title = "Homeland Security, Law Enforcement, Firefighting and Related Protective Services"
slug = "homeland-security-law-enforcement-firefighting-and-related-protective-services"

[[studyPrograms]]
title = "Military Technologies and Applied Sciences"
slug = "military-technologies-and-applied-sciences"

[[studyPrograms]]
title = "Natural Resources and Conservation"
slug = "natural-resources-and-conservation"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.34
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.2257696
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.4080757
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.1511265
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
