entityType = "role"
schemaVersion = "role.v1"
slug = "role-11-9161-00"
socCode = "11-9161.00"
title = "Emergency Management Directors"
summary = "Plan and direct disaster response or crisis management activities, provide disaster preparedness training, and prepare emergency plans and procedures for natural (e.g., hurricanes, floods, earthquakes), wartime, or technological (e.g., nuclear power plant emergencies or hazardous materials spills) disasters or hostage situations."
aliases = ["Emergency Management Director", "Emergency Management System Director (EMS Director)", "Emergency Planner", "Public Safety Director", "911 Communications Manager", "Emergency Management Coordinator", "Emergency Manager", "Emergency Preparedness Manager", "Emergency Services Director", "Emergency Services Program Coordinator", "Change Management Specialist", "Civil Defense Director"]
emergingTasks = []

[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 = 59.09

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 13.64

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.09

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 9.09

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 4.55

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

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

[market]
medianWage = 86130
meanWage = 97700
pct10Wage = 51260
pct25Wage = 64470
pct75Wage = 119690
pct90Wage = 160420
employment = 12570
areaTitle = "U.S."

[industries]
count = 13

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1200
medianWage = 96310
lq = 0.64

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 560
medianWage = 94200
lq = 0.5

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 330
medianWage = 122610
lq = 0.38

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 280
medianWage = 132070
lq = 1.22

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 260
medianWage = 156290
lq = 5.5

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 200
medianWage = 119280
lq = 0.19

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 180
medianWage = 103380
lq = 0.24

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 140
medianWage = 68420
lq = 0.39

[[industries.top]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 120
medianWage = 74560
lq = 8.96

[[industries.top]]
naics = "221113"
slug = "221113"
title = "Nuclear Electric Power Generation"
level = "National industry"
employment = 80
medianWage = 156180

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 60
medianWage = 85610

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 40
medianWage = 122610

[[industries.concentrated]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 120
lq = 8.96

[[industries.concentrated]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 260
lq = 5.5

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 280
lq = 1.22

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1200
lq = 0.64

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 560
lq = 0.5

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 140
lq = 0.39

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 330
lq = 0.38

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 180
lq = 0.24

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

[aiOutlook.index]
value = 71
percentile = 71
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 76
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 70
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 67
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.003
percentile = 0
band = "Low"
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
beta = 0.4222222222222222
gamma = 0.8444444444444444

[aiOutlook.bls]
growthPercent = 3
growthPercentile = 51
direction = "About average"
annualOpeningsThousands = 1
annualOpeningsPercentile = 15
employment2024Thousands = 13.2
employment2034Thousands = 13.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 1.030768
percentile = 76
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 = 0.8444444444444444
percentile = 70
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 = 0.19817963250213722
percentile = 67
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 = "Prepare plans that outline operating procedures to be used in response to disasters or emergencies, such as hurricanes, nuclear accidents, and terrorist attacks, and in recovery from these events."
usagePercent = 0.0035947725844155307
importance = 4.29

[[aiOutlook.usageTasks]]
task = "Develop instructional materials for the public and make presentations to citizens' groups to provide information on emergency plans and their implementation processes."
usagePercent = 0.0017460323981446867
importance = 3.55

[[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 = 41
capabilities = 120
tools = 23
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a07c2726925af72e"

[[tasks]]
text = "Consult with officials of local and area governments, schools, hospitals, and other institutions to determine their needs and capabilities in the event of a natural disaster or other emergency."
type = "Core"
iwa = "4.A.4.b.1.c"

[[tasks]]
text = "Develop and maintain liaisons with municipalities, county departments, and similar entities to facilitate plan development, response effort coordination, and exchanges of personnel and equipment."
type = "Core"
iwa = "4.A.4.a.4.a"

[[tasks]]
text = "Coordinate disaster response or crisis management activities, such as ordering evacuations, opening public shelters, and implementing special needs plans and programs."
type = "Core"
iwa = "4.A.4.b.1.e"

[[tasks]]
text = "Maintain and update all resource materials associated with emergency preparedness plans."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Prepare emergency situation status reports that describe response and recovery efforts, needs, and preliminary damage assessments."
type = "Core"
iwa = "4.A.3.b.6.n"

[[tasks]]
text = "Prepare plans that outline operating procedures to be used in response to disasters or emergencies, such as hurricanes, nuclear accidents, and terrorist attacks, and in recovery from these events."
type = "Core"
iwa = "4.A.2.b.2.p"

[[tasks]]
text = "Develop and perform tests and evaluations of emergency management plans in accordance with state and federal regulations."
type = "Core"
iwa = "4.A.2.a.1.b"

[[tasks]]
text = "Design and administer emergency or disaster preparedness training courses that teach people how to effectively respond to major emergencies and disasters."
type = "Core"
iwa = "4.A.2.b.2.p"

[[tasks]]
text = "Collaborate with other officials to prepare and analyze damage assessments following disasters or emergencies."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Keep informed of activities or changes that could affect the likelihood of an emergency, response efforts, or plan implementation."
type = "Core"
iwa = "4.A.2.b.3.a"

[[tasks]]
text = "Inspect facilities and equipment, such as emergency management centers and communications equipment, to determine their operational and functional capabilities in emergency situations."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Keep informed of federal, state, and local regulations affecting emergency plans, and ensure that plans adhere to those regulations."
type = "Core"
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Maintain knowledge of current developments in area of expertise."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Develop emergency response plans or procedures."
iwa = "4.A.2.b.2.p"

[[activities]]
name = "Recommend organizational process or policy changes."
iwa = "4.A.4.b.6.e"

[[activities]]
name = "Maintain operational records."
iwa = "4.A.3.b.6.h"

[[activities]]
name = "Coordinate special events or programs."
iwa = "4.A.4.b.1.e"

[[activities]]
name = "Establish interpersonal business relationships to facilitate work activities."
iwa = "4.A.4.a.4.a"

[[activities]]
name = "Determine operational compliance with regulations or standards."
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Prepare reports related to compliance matters."
iwa = "4.A.3.b.6.n"

[[activities]]
name = "Develop training materials."
iwa = "4.A.3.b.6.l"

[[activities]]
name = "Inspect condition or functioning of facilities or equipment."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Communicate with government agencies."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Coordinate operational activities with external stakeholders."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Evaluate program effectiveness."
iwa = "4.A.2.a.1.b"

[[activities]]
name = "Confer with organizational members to accomplish work activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Present information to the public."
iwa = "4.A.4.a.3.b"

[[activities]]
name = "Teach safety standards or environmental compliance methods."
iwa = "4.A.4.b.3.c"

[[activities]]
name = "Conduct opinion surveys or needs assessments."
iwa = "4.A.1.a.1.n"

[[activities]]
name = "Prepare proposals or grant applications to obtain project funding."
iwa = "4.A.3.b.6.g"

[[activities]]
name = "Prepare operational progress or status reports."
iwa = "4.A.3.b.6.o"

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

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

[[activities]]
name = "Communicate organizational policies and procedures."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Manage inventories of products or organizational resources."
iwa = "4.A.4.c.3.a"

[[activities]]
name = "Advise others on legal or regulatory compliance matters."
iwa = "4.A.4.b.6.h"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.71

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 4.25

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 4.24

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.18

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 4.12

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 4.12

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

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

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 4.12

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 4.05

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

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4

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

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

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 4

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 4

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 4

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.95

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.91

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.91

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.88

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.86

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

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

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Originality"
family = "ability"
value = 3.75

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.62

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.62

[[capabilities]]
name = "Systems Evaluation"
family = "transferable_skill"
value = 3.5

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

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

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

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

[[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 = "English Language"
type = "Common Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "MapInfo Professional"
type = "Specialized Skill"

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

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

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

[[skills]]
name = "Project Management Software"
type = "Specialized Skill"

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

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

[[skills]]
name = "Equipment Selection"
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 Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

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

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

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

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

[[tools]]
example = "Alert Technologies OpsCenter"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Digital Engineering Corporation E-MAPS"
category = "Map creation software"
hot = false
inDemand = false

[[tools]]
example = "Emergency Managers Weather Information Network EMWIN"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Emergency Services Integrators ESi WebEOC"
category = "Project management software"
hot = false
inDemand = false

[[tools]]
example = "Federal Emergency Management Information System FEMIS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Geographic information system GIS software"
category = "Geographic information system"
hot = false
inDemand = false

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

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

[[tools]]
example = "MapInfo Professional"
category = "Map creation software"
hot = false
inDemand = false

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

[[tools]]
example = "National Center for Crisis and Continuity Coordination NC4 E Team"
category = "Project management software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "Sungard Assurance"
category = "Enterprise resource planning ERP software"
hot = false
inDemand = false

[[tools]]
example = "Web browser software"
category = "Internet browser software"
hot = false
inDemand = false

[[workContext]]
name = "E-Mail"
value = 4.91

[[workContext]]
name = "Telephone Conversations"
value = 4.76

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

[[workContext]]
name = "Contact With Others"
value = 4.41

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.41

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.36

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.32

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.23

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.14

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.14

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.05

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.73

[[workContext]]
name = "Written Letters and Memos"
value = 3.71

[[workContext]]
name = "Spend Time Sitting"
value = 3.68

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.64

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 3.55

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

[[workContext]]
name = "Time Pressure"
value = 3.45

[[workContext]]
name = "Frequency of Decision Making"
value = 3.33

[[workContext]]
name = "Level of Competition"
value = 3.14

[[workContext]]
name = "Conflict Situations"
value = 3.09

[[workContext]]
name = "Physical Proximity"
value = 2.95

[[workContext]]
name = "Public Speaking"
value = 2.91

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.86

[[workContext]]
name = "Spend Time Standing"
value = 2.73

[[workContext]]
name = "Consequence of Error"
value = 2.68

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 2.64

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.55

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.45

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 2.45

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 2.45

[[workContext]]
name = "Outdoors, Under Cover"
value = 2.36

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.32

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 2.27

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.24

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.2

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.14

[[workContext]]
name = "Exposed to Contaminants"
value = 1.95

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 1.95

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 1.86

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 10

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 9

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 8

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 7

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 6.1

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 5.07

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.69

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.49

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 4.29

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 4.01

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.53

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 3.17

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 3.06

[[relatedRoles]]
socCode = "13-1199.04"
slug = "role-13-1199-04"
title = "Business Continuity Planners"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "13-1199.07"
slug = "role-13-1199-07"
title = "Security Management 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-Short"

[[relatedRoles]]
socCode = "11-9111.00"
slug = "role-11-9111-00"
title = "Medical and Health Services Managers"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "33-2022.00"
slug = "role-33-2022-00"
title = "Forest Fire Inspectors and Prevention Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "19-5011.00"
slug = "role-19-5011-00"
title = "Occupational Health and Safety Specialists"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "43-5031.00"
slug = "role-43-5031-00"
title = "Public Safety Telecommunicators"
tier = "Supplemental"

[[relatedRoles]]
socCode = "29-2042.00"
slug = "role-29-2042-00"
title = "Emergency Medical Technicians"
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 = "Medical Residency/Fellowship Programs"
slug = "medical-residency-fellowship-programs"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.003
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 1.030768
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 1.404248
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.901037
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
