entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-1021-00"
socCode = "33-1021.00"
title = "First-Line Supervisors of Firefighting and Prevention Workers"
summary = "Directly supervise and coordinate activities of workers engaged in firefighting and fire prevention and control."
aliases = ["Engine Boss", "Fire Battalion Chief", "Fire Captain", "Fire Chief", "Fire Lieutenant", "Fire Marshal", "Fire Prevention Chief", "Fire Suppression Captain", "Forest Fire Specialist Supervisor", "Section Forest Fire Warden", "Battalion Chief", "Captain"]

[preparation]
jobZone = "3"
jobZoneName = "Job Zone Three: Medium Preparation Needed"
education = "Most occupations in this zone require training in vocational schools, related on-the-job experience, or an associate's degree."
experience = "Previous work-related skill, knowledge, or experience is required for these occupations. For example, an electrician must have completed three or four years of apprenticeship or several years of vocational training, and often must have passed a licensing exam, in order to perform the job."
svpRange = "(6.0 to < 7.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 29.25

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 23.84

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 18.72

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 11.76

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 9.55

[[preparation.educationDistribution]]
label = "Post-Baccalaureate Certificate"
percentage = 3.69

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 3.05

[[preparation.educationDistribution]]
label = "Post-Doctoral Training"
percentage = 0.12

[educationLevel]
category = "Postsecondary nondegree award"
slug = "postsecondary-nondegree-award"

[market]
medianWage = 92430
meanWage = 97030
pct10Wage = 53970
pct25Wage = 72240
pct75Wage = 115990
pct90Wage = 142300
employment = 93680
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3010
medianWage = 61400
lq = 0.55

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 110
medianWage = 98070
lq = 0.01

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 100
medianWage = 103910
lq = 0.01

[[industries.top]]
naics = "22"
slug = "22"
title = "Utilities"
level = "Sector"
employment = 40
medianWage = 134080

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
medianWage = 99670

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
medianWage = 51690

[[industries.top]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
medianWage = 74330

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 66920

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 3010
lq = 0.55

[[industries.concentrated]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 110
lq = 0.01

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 100
lq = 0.01

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

[aiOutlook.index]
value = 28
percentile = 26
band = "Low"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 32
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 50
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 2
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.0036
percentile = 1
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 = 0.22641509433962265
beta = 0.4150943396226415
gamma = 0.6037735849056604

[aiOutlook.bls]
growthPercent = 3.4
growthPercentile = 57
direction = "About average"
annualOpeningsThousands = 6.5
annualOpeningsPercentile = 54
employment2024Thousands = 97.2
employment2034Thousands = 100.5

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.593021
percentile = 32
band = "Low"
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 = 0.6037735849056604
percentile = 50
band = "Moderate"
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 = 0.00881473418743835
percentile = 2
band = "Low"
note = "How applicable today's AI assistants are to this job's activities, measured from real Microsoft Copilot conversations. Applicability is not the same as replacement."

[[aiOutlook.usageTasks]]
task = "Perform administrative duties, such as compiling and maintaining records, completing forms, preparing reports, or composing correspondence."
usagePercent = 0.0015406168218923706
importance = 3.85

[[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 = 30
skills = 40
capabilities = 120
tools = 25
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "1f392efe462b19ec"

[[tasks]]
text = "Assign firefighters to jobs at strategic locations to facilitate rescue of persons and maximize application of extinguishing agents."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Provide emergency medical services as required, and perform light to heavy rescue functions at emergencies."
type = "Core"
iwa = "4.A.4.a.5.e"

[[tasks]]
text = "Assess nature and extent of fire, condition of building, danger to adjacent buildings, and water supply status to determine crew or company requirements."
type = "Core"
iwa = "4.A.1.a.2.i"

[[tasks]]
text = "Communicate fire details to superiors, subordinates, or interagency dispatch centers, using two-way radios."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Serve as a working leader of an engine, hand, helicopter, or prescribed fire crew of three or more firefighters."
type = "Core"
iwa = "4.A.3.a.1.b"

[[tasks]]
text = "Instruct and drill fire department personnel in assigned duties, including firefighting, medical care, hazardous materials response, fire prevention, and related subjects."
type = "Core"
iwa = "4.A.4.b.3.d"

[[tasks]]
text = "Maintain fire suppression equipment in good condition, checking equipment periodically to ensure that it is ready for use."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Evaluate the performance of assigned firefighting personnel."
type = "Core"
iwa = "4.A.2.a.1.d"

[[tasks]]
text = "Direct the training of firefighters, assigning of instructors to training classes, and providing of supervisors with reports on training progress and status."
type = "Core"
iwa = "4.A.4.b.4.f"

[[tasks]]
text = "Perform maintenance and minor repairs on firefighting equipment, including vehicles, and write and submit proposals to modify, replace, and repair equipment."
type = "Core"
iwa = "4.A.3.b.5.a"

[[tasks]]
text = "Schedule employee work assignments and set work priorities."
type = "Core"
iwa = "4.A.4.b.1.f"

[[tasks]]
text = "Inspect and test new and existing fire protection systems, fire detection systems, and fire safety equipment to ensure that they are operating properly."
type = "Supplemental"
iwa = "4.A.1.b.2.g"

[[emergingTasks]]
text = "Deploy and monitor drones for aerial surveillance and assessment of fire situations."

[[activities]]
name = "Request emergency personnel."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Direct fire fighting or prevention activities."
iwa = "4.A.4.b.4.k"

[[activities]]
name = "Rescue people from hazardous situations."
iwa = "4.A.4.a.5.e"

[[activities]]
name = "Administer first aid."
iwa = "4.A.4.a.5.g"

[[activities]]
name = "Assess characteristics of fires."
iwa = "4.A.1.a.2.i"

[[activities]]
name = "Relay information about incidents or emergencies to personnel using phones or two-way radios."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Operate firefighting equipment."
iwa = "4.A.3.a.1.b"

[[activities]]
name = "Train employees in proper work procedures."
iwa = "4.A.4.b.3.d"

[[activities]]
name = "Inspect equipment to ensure safety or proper functioning."
iwa = "4.A.1.b.2.g"

[[activities]]
name = "Maintain fire fighting tools or equipment."
iwa = "4.A.3.b.5.a"

[[activities]]
name = "Evaluate employee performance."
iwa = "4.A.2.a.1.d"

[[activities]]
name = "Direct employee training programs."
iwa = "4.A.4.b.4.f"

[[activities]]
name = "Prepare activity or work schedules."
iwa = "4.A.4.b.1.f"

[[activities]]
name = "Develop fire safety or prevention programs or plans."
iwa = "4.A.2.b.2.e"

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

[[activities]]
name = "Drive vehicles to transport individuals or equipment."
iwa = "4.A.3.a.4.a"

[[activities]]
name = "Inspect facilities to ensure compliance with security or safety regulations."
iwa = "4.A.1.b.2.e"

[[activities]]
name = "Monitor operational procedures in technical environments to ensure conformance to standards."
iwa = "4.A.1.a.2.b"

[[activities]]
name = "Write operational reports."
iwa = "4.A.3.b.6.o"

[[activities]]
name = "Direct criminal investigations."
iwa = "4.A.4.b.4.l"

[[activities]]
name = "Recommend improvements to increase safety or reduce risks."
iwa = "4.A.4.b.6.i"

[[activities]]
name = "Inspect facilities to ensure compliance with fire regulations."
iwa = "4.A.1.b.2.e"

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

[[activities]]
name = "Locate fires or fire danger areas."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Monitor environmental conditions to detect hazards."
iwa = "4.A.1.a.2.i"

[[activities]]
name = "Perform forest firefighting activities."
iwa = "4.A.3.a.1.b"

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

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

[[activities]]
name = "Communicate situation details to appropriate personnel."
iwa = "4.A.4.a.2.g"

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

[[activities]]
name = "Hire personnel."
iwa = "4.A.4.c.2.a"

[[activities]]
name = "Recruit personnel."
iwa = "4.A.4.c.2.a"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.69

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.36

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 4.09

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.05

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 4.01

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 4

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.97

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.75

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

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

[[capabilities]]
name = "Mechanical"
family = "knowledge"
value = 3.72

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.62

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

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

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.62

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

[[capabilities]]
name = "Management of Personnel Resources"
family = "transferable_skill"
value = 3.62

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

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

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

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

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

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 3.61

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3.5

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.5

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.39

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.38

[[capabilities]]
name = "Medicine and Dentistry"
family = "knowledge"
value = 3.36

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.32

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Equipment Selection"
type = "Specialized Skill"

[[skills]]
name = "Equipment Maintenance"
type = "Specialized Skill"

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

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

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

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

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

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

[[skills]]
name = "Presentation Software"
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 = "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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Affiliated Computer Services ACS FIREHOUSE"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "BIO-key FireRMS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Computer aided dispatch software"
category = "Helpdesk or call center software"
hot = false
inDemand = false

[[tools]]
example = "Corel WordPerfect Office Suite"
category = "Office suite software"
hot = false
inDemand = false

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

[[tools]]
example = "ESRI ArcView"
category = "Geographic information system"
hot = false
inDemand = false

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

[[tools]]
example = "Fire incident reporting systems"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

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

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

[[tools]]
example = "IBM Lotus 1-2-3"
category = "Spreadsheet software"
hot = false
inDemand = false

[[tools]]
example = "Incident command system ICS software"
category = "Project management software"
hot = false
inDemand = false

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

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

[[tools]]
example = "Resource Ordering and Statusing System ROSS"
category = "Project management software"
hot = false
inDemand = false

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

[[tools]]
example = "Wildland Fire Assessment System WFAS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[workContext]]
name = "Health and Safety of Other Workers"
value = 4.8

[[workContext]]
name = "Contact With Others"
value = 4.74

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.74

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.65

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.63

[[workContext]]
name = "Telephone Conversations"
value = 4.62

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 4.62

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.59

[[workContext]]
name = "E-Mail"
value = 4.55

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.54

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.54

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 4.51

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.49

[[workContext]]
name = "Consequence of Error"
value = 4.44

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.34

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.33

[[workContext]]
name = "Frequency of Decision Making"
value = 4.32

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.29

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.27

[[workContext]]
name = "Physical Proximity"
value = 4.23

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4.05

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.01

[[workContext]]
name = "Exposed to Contaminants"
value = 3.96

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.9

[[workContext]]
name = "Wear Specialized Protective or Safety Equipment such as Breathing Apparatus, Safety Harness, Full Protection Suits, or Radiation Protection"
value = 3.89

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.8

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 3.78

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.73

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.71

[[workContext]]
name = "Written Letters and Memos"
value = 3.66

[[workContext]]
name = "Time Pressure"
value = 3.53

[[workContext]]
name = "Level of Competition"
value = 3.51

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 3.42

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.35

[[workContext]]
name = "Conflict Situations"
value = 3.28

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.28

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.22

[[workContext]]
name = "Exposed to High Places"
value = 3.21

[[workContext]]
name = "Spend Time Standing"
value = 3.16

[[workContext]]
name = "Public Speaking"
value = 3.13

[[personFit]]
name = "Integrity"
family = "work_style"
value = 10

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

[[personFit]]
name = "Achievement Orientation"
family = "work_style"
value = 8

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 7

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 6.15

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 6

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 5.99

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 5.8

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.14

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 4.66

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 4.58

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

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

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 3.31

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.31

[[relatedRoles]]
socCode = "33-2011.00"
slug = "role-33-2011-00"
title = "Firefighters"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "33-2021.00"
slug = "role-33-2021-00"
title = "Fire Inspectors and Investigators"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "33-1091.00"
slug = "role-33-1091-00"
title = "First-Line Supervisors of Security Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-1012.00"
slug = "role-33-1012-00"
title = "First-Line Supervisors of Police and Detectives"
tier = "Primary-Long"

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

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

[[relatedRoles]]
socCode = "47-1011.00"
slug = "role-47-1011-00"
title = "First-Line Supervisors of Construction Trades and Extraction Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "45-1011.00"
slug = "role-45-1011-00"
title = "First-Line Supervisors of Farming, Fishing, and Forestry Workers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-1044.00"
slug = "role-53-1044-00"
title = "First-Line Supervisors of Passenger Attendants"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-2022.00"
slug = "role-53-2022-00"
title = "Airfield Operations Specialists"
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 = "Natural Resources and Conservation"
slug = "natural-resources-and-conservation"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.0036
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.593021
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.2450165
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.636405
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
