entityType = "role"
schemaVersion = "role.v1"
slug = "role-13-1199-07"
socCode = "13-1199.07"
title = "Security Management Specialists"
summary = "Conduct security assessments for organizations, and design security systems and processes. May specialize in areas such as physical security or the safety of employees and facilities."
aliases = ["Security Advisor", "Security Analyst", "Security Consultant", "Security Specialist", "Physical Security Engineer", "Physical Security Specialist", "Security Management Consultant", "Security and Workplace Violence Consultant", "Cloud Security Consultant", "Cyber Risk Consultant", "Cybersecurity Analyst", "Cybersecurity Associate"]

[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

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 10

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 10

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 10

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 5

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

[market]
medianWage = 81270
meanWage = 92380
pct10Wage = 46230
pct25Wage = 60820
pct75Wage = 110030
pct90Wage = 147830
employment = 1128200
areaTitle = "U.S."

[industries]
count = 64

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 155730
medianWage = 85150
lq = 1.98

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 100750
medianWage = 66200
lq = 1.01

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 76760
medianWage = 83480
lq = 1.68

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 71430
medianWage = 68010
lq = 0.42

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 70690
medianWage = 101460
lq = 0.76

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 67210
medianWage = 85920
lq = 3.27

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 62030
medianWage = 66550
lq = 0.94

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 46900
medianWage = 66050
lq = 1.45

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 40900
medianWage = 79180
lq = 0.93

[[industries.top]]
naics = "51"
slug = "51"
title = "Information"
level = "Sector"
employment = 37210
medianWage = 101650
lq = 1.75

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 22110
medianWage = 50040
lq = 0.19

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 20690
medianWage = 64790
lq = 1.07

[[industries.concentrated]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 1160
lq = 4.27

[[industries.concentrated]]
naics = "541720"
slug = "541720"
title = "Research and Development in the Social Sciences and Humanities"
level = "National industry"
employment = 1800
lq = 4.05

[[industries.concentrated]]
naics = "813930"
slug = "813930"
title = "Labor Unions and Similar Labor Organizations"
level = "National industry"
employment = 2740
lq = 3.53

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 67210
lq = 3.27

[[industries.concentrated]]
naics = "221115"
slug = "221115"
title = "Wind Electric Power Generation"
level = "National industry"
employment = 230
lq = 3.17

[[industries.concentrated]]
naics = "524114"
slug = "524114"
title = "Direct Health and Medical Insurance Carriers"
level = "National industry"
employment = 9200
lq = 2.8

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 8750
lq = 2.06

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 155730
lq = 1.98

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

[aiOutlook.index]
value = 75
percentile = 76
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 77
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 74
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 73
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.23
percentile = 35
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 = 0.17391304347826086
beta = 0.5217391304347826
gamma = 0.8695652173913043

[aiOutlook.bls]
growthPercent = 3
growthPercentile = 51
direction = "About average"
annualOpeningsThousands = 108.2
annualOpeningsPercentile = 95
employment2024Thousands = 1205.7
employment2034Thousands = 1242

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.047687
percentile = 77
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 = 0.8695652173913043
percentile = 74
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 = 0.21852126165586172
percentile = 73
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 = "Provide system design and integration recommendations."
usagePercent = 0.12047623547198337
importance = 3.61

[[aiOutlook.usageTasks]]
task = "Recommend improvements in security systems or procedures."
usagePercent = 0.033482738929127516
importance = 4.11

[[aiOutlook.usageTasks]]
task = "Perform risk analyses so that appropriate countermeasures can be developed."
usagePercent = 0.02239029781150245
importance = 4.05

[[aiOutlook.usageTasks]]
task = "Prepare documentation for case reports or court proceedings."
usagePercent = 0.011297856693877383
importance = 3.8

[[aiOutlook.usageTasks]]
task = "Prepare, maintain, or update security procedures, security system drawings, or related documentation."
usagePercent = 0.009859947660111171
importance = 3.83

[[aiOutlook.usageTasks]]
task = "Engineer, install, maintain, or repair security systems, programmable logic controls, or other security-related electronic systems."
usagePercent = 0.006265175075695639
importance = 3.67

[[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"

[counts]
tasks = 23
skills = 49
capabilities = 120
tools = 53
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "95cfc54b1680e8e5"

[[tasks]]
text = "Assess the nature and level of physical security threats so that the scope of the problem can be determined."
type = "Core"
iwa = "4.A.2.a.4.c"

[[tasks]]
text = "Respond to emergency situations on an on-call basis."
type = "Core"
iwa = "4.A.4.a.5.e"

[[tasks]]
text = "Recommend improvements in security systems or procedures."
type = "Core"
iwa = "4.A.4.b.6.e"

[[tasks]]
text = "Inspect physical security design features, installations, or programs to ensure compliance with applicable standards or regulations."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Perform risk analyses so that appropriate countermeasures can be developed."
type = "Core"
iwa = "4.A.2.a.4.c"

[[tasks]]
text = "Conduct security audits to identify potential vulnerabilities related to physical security or staff safety."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Design security policies, programs, or practices to ensure adequate security relating to alarm response, access card use, and other security needs."
type = "Core"
iwa = "4.A.2.b.2.e"

[[tasks]]
text = "Test security measures for final acceptance and implement or provide procedures for ongoing monitoring and evaluation of the measures."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Design, implement, or establish requirements for security systems, video surveillance, motion detection, or closed-circuit television systems to ensure proper installation and operation."
type = "Core"
iwa = "4.A.3.b.2.a"

[[tasks]]
text = "Prepare, maintain, or update security procedures, security system drawings, or related documentation."
type = "Core"
iwa = "4.A.2.b.4.a"

[[tasks]]
text = "Prepare documentation for case reports or court proceedings."
type = "Core"
iwa = "4.A.3.b.6.b"

[[tasks]]
text = "Develop conceptual designs of security systems."
type = "Core"
iwa = "4.A.2.b.2.o"

[[emergingTasks]]
text = "Prepare written reports or presentations on findings and recommendations."

[[emergingTasks]]
text = "Train personnel and vendors in security procedures or use of security equipment."

[[activities]]
name = "Assess risks to business operations."
iwa = "4.A.2.a.4.c"

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

[[activities]]
name = "Inspect facilities to ensure compliance with safety, quality, or service standards."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Develop safety standards, policies, or procedures."
iwa = "4.A.2.b.2.e"

[[activities]]
name = "Develop technical specifications for systems or equipment."
iwa = "4.A.3.b.2.a"

[[activities]]
name = "Develop diagrams or flow charts of system operation."
iwa = "4.A.2.b.2.o"

[[activities]]
name = "Install instrumentation or electronic equipment or systems."
iwa = "4.A.3.a.2.t"

[[activities]]
name = "Design electronic or computer equipment or instrumentation."
iwa = "4.A.3.b.2.e"

[[activities]]
name = "Repair electronic equipment."
iwa = "4.A.3.b.5.b"

[[activities]]
name = "Maintain electronic equipment."
iwa = "4.A.3.b.5.c"

[[activities]]
name = "Inspect facilities or equipment to ensure specifications are met."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Interview witnesses, suspects, or claimants."
iwa = "4.A.1.a.1.w"

[[activities]]
name = "Investigate legal issues."
iwa = "4.A.1.a.1.c"

[[activities]]
name = "Supervise employees."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Document information related to legal proceedings."
iwa = "4.A.3.b.6.b"

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

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

[[activities]]
name = "Advise others on business or operational matters."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Respond to emergencies to provide assistance."
iwa = "4.A.4.a.5.e"

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

[[activities]]
name = "Monitor operations to ensure compliance with safety or security policies or regulations."
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Implement organizational process or policy changes."
iwa = "4.A.2.b.1.i"

[[activities]]
name = "Train personnel in organizational or compliance procedures."
iwa = "4.A.4.b.3.d"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.65

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.25

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4.25

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.16

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

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 4.12

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

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

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

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

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.95

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.9

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.88

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.85

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.8

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 3.75

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.75

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.62

[[capabilities]]
name = "Systems Analysis"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.62

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.5

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

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

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.4

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.38

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Adobe Acrobat"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Active Directory"
category = "Internet directory services 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 PowerPoint"
category = "Presentation software"
hot = true
inDemand = true

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

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

[[tools]]
example = "Microsoft Access"
category = "Data base user interface and query 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 Visio"
category = "Process mapping and design 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 = "Oracle Java"
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 = "ServiceNow"
category = "Data base user interface and query 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 = "UNIX"
category = "Operating system software"
hot = true
inDemand = false

[[tools]]
example = "Firewall software"
category = "Network security and virtual private network VPN equipment software"
hot = false
inDemand = true

[[tools]]
example = "MITRE ATT&CK software"
category = "Program testing software"
hot = false
inDemand = true

[[tools]]
example = "ArcSight Enterprise Threat and Risk Management"
category = "Risk management data and analysis software"
hot = false
inDemand = false

[[tools]]
example = "Chinotec Technologies Paros"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "Cisco Systems CiscoWorks"
category = "Administration software"
hot = false
inDemand = false

[[tools]]
example = "Customer information control system CICS"
category = "Transaction server software"
hot = false
inDemand = false

[[tools]]
example = "CyberArk"
category = "Network security or virtual private network VPN management software"
hot = false
inDemand = false

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

[[tools]]
example = "IBM Tivoli software"
category = "Access software"
hot = false
inDemand = false

[[tools]]
example = "Intrusion prevention system IPS"
category = "Network security or virtual private network VPN management software"
hot = false
inDemand = false

[[tools]]
example = "Kismet"
category = "Network security and virtual private network VPN equipment software"
hot = false
inDemand = false

[[tools]]
example = "Management information systems MIS"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "McAfee"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "Metasploit"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "Network directory services software"
category = "Internet directory services software"
hot = false
inDemand = false

[[tools]]
example = "Nmap"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "NortonLifeLock cybersecurity software"
category = "Transaction security and virus protection software"
hot = false
inDemand = false

[[tools]]
example = "Oracle Business Intelligence Enterprise Edition"
category = "Business intelligence and data analysis software"
hot = false
inDemand = false

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

[[workContext]]
name = "Telephone Conversations"
value = 4.83

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.56

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.45

[[workContext]]
name = "Contact With Others"
value = 4.3

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.15

[[workContext]]
name = "Written Letters and Memos"
value = 4.11

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.05

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.05

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.95

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.95

[[workContext]]
name = "Spend Time Sitting"
value = 3.85

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.84

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.8

[[workContext]]
name = "Time Pressure"
value = 3.75

[[workContext]]
name = "Frequency of Decision Making"
value = 3.68

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.55

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.37

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.35

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

[[workContext]]
name = "Conflict Situations"
value = 3.2

[[workContext]]
name = "Physical Proximity"
value = 3.16

[[workContext]]
name = "Consequence of Error"
value = 3.16

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3

[[workContext]]
name = "Public Speaking"
value = 2.95

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.9

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.65

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.63

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.58

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

[[workContext]]
name = "Spend Time Standing"
value = 2.53

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.53

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.5

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.5

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.47

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.35

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.26

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.2

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.05

[[workContext]]
name = "Degree of Automation"
value = 1.95

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.68

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 5.09

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 5.02

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 5

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 4.12

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.86

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.73

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.32

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

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 2.91

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.71

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 2.45

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.17

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 2.06

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

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

[[relatedRoles]]
socCode = "11-9199.02"
slug = "role-11-9199-02"
title = "Compliance Managers"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "33-9099.02"
slug = "role-33-9099-02"
title = "Retail Loss Prevention Specialists"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "17-2111.00"
slug = "role-17-2111-00"
title = "Health and Safety Engineers, Except Mining Safety Engineers and Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-9161.00"
slug = "role-11-9161-00"
title = "Emergency Management Directors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "49-2098.00"
slug = "role-49-2098-00"
title = "Security and Fire Alarm Systems Installers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-9031.00"
slug = "role-33-9031-00"
title = "Gambling Surveillance Officers and Gambling Investigators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "17-2111.02"
slug = "role-17-2111-02"
title = "Fire-Prevention and Protection Engineers"
tier = "Primary-Long"

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

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

[[careerClusters]]
cluster = "Management & Entrepreneurship"
slug = "management-entrepreneurship"

[[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 = 0.23
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.047687
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.221236
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.92503
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
