entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-2021-00"
socCode = "33-2021.00"
title = "Fire Inspectors and Investigators"
summary = "Inspect buildings to detect fire hazards and enforce local ordinances and state laws, or investigate and gather facts to determine cause of fires and explosions."
aliases = ["Arson Investigator", "Fire Inspector", "Fire Investigator", "Fire Prevention Inspector", "Fire Code Inspector", "Fire Official", "Fire Prevention Specialist", "Fire Protection Specialist", "Fire Safety Inspector", "Fire Safety Specialist", "Alarm Inspector", "Alarm Sprinkler Inspector"]
emergingTasks = []

[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 = "Post-Secondary Certificate"
percentage = 27.49

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 26.01

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 22.64

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 12.82

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 6.8

[[preparation.educationDistribution]]
label = "Master's Degree"
percentage = 2.04

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 1.63

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

[market]
medianWage = 78060
meanWage = 87440
pct10Wage = 47580
pct25Wage = 60700
pct75Wage = 105390
pct90Wage = 149870
employment = 14050
areaTitle = "U.S."

[industries]
count = 10

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 470
medianWage = 57810
lq = 0.57

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 460
medianWage = 69340
lq = 0.81

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 270
medianWage = 92190
lq = 0.28

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 220
medianWage = 68490
lq = 0.18

[[industries.top]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 140
medianWage = 90290
lq = 1.33

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 80
medianWage = 92610

[[industries.top]]
naics = "541380"
slug = "541380"
title = "Testing Laboratories and Services"
level = "National industry"
employment = 30
medianWage = 81290

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 30
medianWage = 66300

[[industries.top]]
naics = "23"
slug = "23"
title = "Construction"
level = "Sector"
medianWage = 56250

[[industries.top]]
naics = "238220"
slug = "238220"
title = "Plumbing, Heating, and Air-Conditioning Contractors"
level = "National industry"
medianWage = 55470

[[industries.concentrated]]
naics = "541330"
slug = "541330"
title = "Engineering Services"
level = "National industry"
employment = 140
lq = 1.33

[[industries.concentrated]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 460
lq = 0.81

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 470
lq = 0.57

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 270
lq = 0.28

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 220
lq = 0.18

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 41
percentile = 39
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 49
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 40
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 35
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.48
percentile = 46
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 = 0.13461538461538464
beta = 0.2884615384615385
gamma = 0.44230769230769235

[aiOutlook.bls]
growthPercent = 3.8
growthPercentile = 62
direction = "About average"
annualOpeningsThousands = 1.5
annualOpeningsPercentile = 22
employment2024Thousands = 14.7
employment2034Thousands = 15.2

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.062793
percentile = 49
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 = 0.44230769230769235
percentile = 40
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 = 0.11288066310109134
percentile = 35
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.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 = 38
capabilities = 120
tools = 13
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "2420af20d44a3e3d"

[[tasks]]
text = "Prepare and maintain reports of investigation results, and records of convicted arsonists and arson suspects."
type = "Core"
iwa = "4.A.3.b.6.b"

[[tasks]]
text = "Testify in court cases involving fires, suspected arson, and false alarms."
type = "Core"
iwa = "4.A.4.a.3.a"

[[tasks]]
text = "Package collected pieces of evidence in securely closed containers, such as bags, crates, or boxes, to protect them."
type = "Core"
iwa = "4.A.4.c.1.f"

[[tasks]]
text = "Conduct inspections and acceptance testing of newly installed fire protection systems."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Analyze evidence and other information to determine probable cause of fire or explosion."
type = "Core"
iwa = "4.A.2.a.4.j"

[[tasks]]
text = "Subpoena and interview witnesses, property owners, and building occupants to obtain information and sworn testimony."
type = "Supplemental"
iwa = "4.A.1.a.1.w"

[[tasks]]
text = "Photograph damage and evidence related to causes of fires or explosions to document investigation findings."
type = "Core"
iwa = "4.A.3.b.6.e"

[[tasks]]
text = "Examine fire sites and collect evidence such as glass, metal fragments, charred wood, and accelerant residue for use in determining the cause of a fire."
type = "Core"
iwa = "4.A.1.a.1.u"

[[tasks]]
text = "Inspect buildings to locate hazardous conditions and fire code violations, such as accumulations of combustible material, electrical wiring problems, and inadequate or non-functional fire exits."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Instruct children about the dangers of fire."
type = "Core"
iwa = "4.A.4.b.3.c"

[[tasks]]
text = "Conduct fire code compliance follow-ups to ensure that corrective actions have been taken in cases where violations were found."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Inspect properties that store, handle, and use hazardous materials to ensure compliance with laws, codes, and regulations, and issue hazardous materials permits to facilities found in compliance."
type = "Core"
iwa = "4.A.1.b.2.e"

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

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

[[activities]]
name = "Testify at legal or legislative proceedings."
iwa = "4.A.4.a.3.a"

[[activities]]
name = "Process forensic or legal evidence in accordance with procedures."
iwa = "4.A.4.c.1.f"

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

[[activities]]
name = "Analyze crime scene evidence."
iwa = "4.A.2.a.4.j"

[[activities]]
name = "Record crime or accident scene evidence with video or still cameras."
iwa = "4.A.3.b.6.e"

[[activities]]
name = "Examine debris to obtain information about causes of fires."
iwa = "4.A.1.a.1.u"

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

[[activities]]
name = "Educate the public about fire safety or prevention."
iwa = "4.A.4.b.3.c"

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

[[activities]]
name = "Issue permits or other legal documents."
iwa = "4.A.4.c.1.d"

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

[[activities]]
name = "Identify actions needed to bring properties or facilities into compliance with regulations."
iwa = "4.A.1.a.2.k"

[[activities]]
name = "Inform others about laws or regulations."
iwa = "4.A.4.a.1.b"

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

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

[[activities]]
name = "Attend training to learn new skills or update knowledge."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Review documents or materials for compliance with policies or regulations."
iwa = "4.A.2.a.3.a"

[[activities]]
name = "Train personnel to enhance job skills."
iwa = "4.A.4.b.3.d"

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

[[activities]]
name = "Provide safety training."
iwa = "4.A.4.b.3.c"

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

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

[[activities]]
name = "Investigate crimes committed within organizations."
iwa = "4.A.1.a.1.c"

[[activities]]
name = "Examine crime scenes to obtain evidence."
iwa = "4.A.1.a.1.c"

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

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.7

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.28

[[capabilities]]
name = "Building and Construction"
family = "knowledge"
value = 4.23

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

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.09

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.99

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.75

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.71

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

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.5

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

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.5

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.38

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

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

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

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

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Fluency of Ideas"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 3.12

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.05

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Installation"
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 Word"
category = "Word processing software"
hot = true
inDemand = true

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

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

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

[[tools]]
example = "Consolidated Model of Fire and Smoke Transport CFAST"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

[[tools]]
example = "Fire Dynamics Software FDS"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "National Fire Incident Reporting System NFIRS"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Xerox Government systems FIREHOUSE Software"
category = "Human resources software"
hot = false
inDemand = false

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.95

[[workContext]]
name = "Telephone Conversations"
value = 4.92

[[workContext]]
name = "Contact With Others"
value = 4.92

[[workContext]]
name = "E-Mail"
value = 4.9

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.68

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.68

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.68

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.54

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.53

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.44

[[workContext]]
name = "Frequency of Decision Making"
value = 4.4

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.33

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.19

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.12

[[workContext]]
name = "Time Pressure"
value = 3.94

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.89

[[workContext]]
name = "Written Letters and Memos"
value = 3.86

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 3.82

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.66

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.54

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 3.53

[[workContext]]
name = "Physical Proximity"
value = 3.5

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.46

[[workContext]]
name = "Conflict Situations"
value = 3.43

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 3.43

[[workContext]]
name = "Exposed to Contaminants"
value = 3.43

[[workContext]]
name = "Spend Time Standing"
value = 3.25

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.23

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.23

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.15

[[workContext]]
name = "Level of Competition"
value = 3.13

[[workContext]]
name = "Consequence of Error"
value = 3.11

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.08

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.03

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 2.67

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.65

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.65

[[workContext]]
name = "Public Speaking"
value = 2.58

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.54

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 2.52

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.49

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 5.27

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.18

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

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 4.33

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

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 3.6

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.57

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.32

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.59

[[personFit]]
name = "Engineering"
family = "specific_interest_area"
value = 2.57

[[personFit]]
name = "Teaching/Education"
family = "specific_interest_area"
value = 2.54

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 2.49

[[personFit]]
name = "Construction/Woodwork"
family = "specific_interest_area"
value = 2.33

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

[[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 = "33-1021.00"
slug = "role-33-1021-00"
title = "First-Line Supervisors of Firefighting and Prevention Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "47-4011.00"
slug = "role-47-4011-00"
title = "Construction and Building Inspectors"
tier = "Primary-Short"

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

[[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 = "13-1041.04"
slug = "role-13-1041-04"
title = "Government Property Inspectors and Investigators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-6051.01"
slug = "role-53-6051-01"
title = "Aviation Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.01"
slug = "role-13-1041-01"
title = "Environmental Compliance Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-6051.07"
slug = "role-53-6051-07"
title = "Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.48
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.062793
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.7939743
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1516908
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
