entityType = "role"
schemaVersion = "role.v1"
slug = "role-43-5031-00"
socCode = "43-5031.00"
title = "Public Safety Telecommunicators"
summary = "Operate telephone, radio, or other communication systems to receive and communicate requests for emergency assistance at 9-1-1 public safety answering points and emergency operations centers. Take information from the public and other sources regarding crimes, threats, disturbances, acts of terrorism, fires, medical emergencies, and other public safety matters. May coordinate and provide information to law enforcement and emergency response personnel. May access sensitive databases and other information sources as needed. May provide additional instructions to callers based on knowledge of and certification in law enforcement, fire, or emergency medical procedures."
aliases = ["Communications Officer", "Communications Operator", "Public Safety Dispatcher", "Telecommunicator", "911 Dispatcher", "Communications Specialist", "Emergency Communications Dispatcher", "Emergency Communications Operator (ECO)", "Police Dispatcher", "911 Emergency Dispatcher", "911 Emergency Services Dispatcher", "911 Operator"]
emergingTasks = []
studyPrograms = []

[preparation]
jobZone = "2"
jobZoneName = "Job Zone 1-2: Very Little to Some Preparation Needed"
education = "Usually requires a high school diploma or GED, though some occupations may not."
experience = "Some occupations may need little or no previous experience; others require several months to a year of experience. For example, landscaping and groundskeeping workers might require very little training or previous experience, while agricultural equipment operators can benefit from on-the job training."
svpRange = "(Below 6.0)"

[[preparation.educationDistribution]]
label = "High School Diploma"
percentage = 63.35

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 10.64

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 10.27

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 4.74

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

[market]
medianWage = 50730
meanWage = 54800
pct10Wage = 35640
pct25Wage = 42140
pct75Wage = 62840
pct90Wage = 78110
employment = 101140
areaTitle = "U.S."

[industries]
count = 8

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 8360
medianWage = 45370
lq = 0.55

[[industries.top]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 5570
medianWage = 43740
lq = 51.67

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3240
medianWage = 46620
lq = 0.36

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 110
medianWage = 51300
lq = 0.02

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 30
medianWage = 44710

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
medianWage = 43700

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
medianWage = 48250

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
medianWage = 40150

[[industries.concentrated]]
naics = "621910"
slug = "621910"
title = "Ambulance Services"
level = "National industry"
employment = 5570
lq = 51.67

[[industries.concentrated]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 8360
lq = 0.55

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 3240
lq = 0.36

[[industries.concentrated]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 110
lq = 0.02

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

[aiOutlook.index]
value = 82
percentile = 87
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 79
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 97
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.49
percentile = 47
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 = 0.40625
beta = 0.65625
gamma = 0.90625

[aiOutlook.bls]
growthPercent = 3.5
growthPercentile = 58
direction = "About average"
annualOpeningsThousands = 10.7
annualOpeningsPercentile = 65
employment2024Thousands = 105.2
employment2034Thousands = 108.9

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.9074452
percentile = 70
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 = 0.90625
percentile = 79
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 = 0.3459271759254976
percentile = 97
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 = "Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions."
usagePercent = 0.014379090337662123
importance = 4.63

[[aiOutlook.usageTasks]]
task = "Maintain access to, and security of, highly sensitive materials."
usagePercent = 0.01037348660074196
importance = 4.6

[[aiOutlook.usageTasks]]
task = "Provide emergency medical instructions to callers."
usagePercent = 0.0017460323981446867
importance = 4.94

[[aiOutlook.sources]]
source = "bls_employment_projections"
version = "2024-2034"

[[aiOutlook.sources]]
source = "dingel_neiman"
version = "dingel-neiman-workathome"

[[aiOutlook.sources]]
source = "felten_aioe"
version = "felten-raj-seamans-aioe"

[[aiOutlook.sources]]
source = "frey_osborne"
version = "frey-osborne-automation"

[[aiOutlook.sources]]
source = "microsoft_working_with_ai"
version = "working-with-ai"

[[aiOutlook.sources]]
source = "openai_gpts_are_gpts"
version = "gpts-are-gpts"

[aiPlaybook]
trustedTaskCount = 2
taskCount = 2
totalSample = 144
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 33.33
augmentationShare = 31.94
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 33.33

[[aiPlaybook.collaboration]]
label = "learning"
percent = 17.36

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 14.58

[[aiPlaybook.useCase]]
label = "personal"
percent = 81.25

[[aiPlaybook.delegatedTasks]]
task = "Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions."
usagePercent = 0.008901112639079885
collaboration = "directive"
autonomyMedian = 3
sampleCount = 89

[[aiPlaybook.delegatedTasks]]
task = "Provide emergency medical instructions to callers."
usagePercent = 0.005500687585948244
collaboration = "learning"
autonomyMedian = 3
sampleCount = 55

[[aiPlaybook.boundaryTasks]]
task = "Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions."
humanNeededPercent = 98.87640449438202
sampleCount = 89

[[aiPlaybook.boundaryTasks]]
task = "Provide emergency medical instructions to callers."
humanNeededPercent = 94.54545454545455
sampleCount = 55

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to provide emergency medical instructions to callers, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 18
skills = 38
capabilities = 120
tools = 18
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "762daebedc31b059"

[[tasks]]
text = "Provide emergency medical instructions to callers."
type = "Core"
iwa = "4.A.4.a.5.c"

[[tasks]]
text = "Question callers to determine their locations and the nature of their problems to determine type of response needed."
type = "Core"
iwa = "4.A.4.a.1.a"

[[tasks]]
text = "Determine response requirements and relative priorities of situations, and dispatch units in accordance with established procedures."
type = "Core"
iwa = "4.A.4.b.4.j"

[[tasks]]
text = "Receive incoming telephone or alarm system calls regarding emergency and non-emergency police and fire service, emergency ambulance service, information, and after-hours calls for departments within a city."
type = "Core"
iwa = "4.A.4.a.3.c"

[[tasks]]
text = "Relay information and messages to and from emergency sites, to law enforcement agencies, and to all other individuals or groups requiring notification."
type = "Core"
iwa = "4.A.4.a.2.c"

[[tasks]]
text = "Record details of calls, dispatches, and messages."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Monitor various radio frequencies, such as those used by public works departments, school security, and civil defense, to stay apprised of developing situations."
type = "Core"
iwa = "4.A.3.a.3.j"

[[tasks]]
text = "Read and effectively interpret small-scale maps and information from a computer screen to determine locations and provide directions."
type = "Core"
iwa = "4.A.1.a.1.b"

[[tasks]]
text = "Maintain access to, and security of, highly sensitive materials."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Operate and maintain mobile dispatch vehicles and equipment."
type = "Supplemental"
iwa = "4.A.3.a.4.a"

[[tasks]]
text = "Enter, update, and retrieve information from teletype networks and computerized data systems regarding such things as wanted persons, stolen property, vehicle registration, and stolen vehicles."
type = "Core"
iwa = "4.A.1.a.1.d"

[[tasks]]
text = "Scan status charts and computer screens, and contact emergency response field units to determine emergency units available for dispatch."
type = "Core"
iwa = "4.A.3.a.3.j"

[[activities]]
name = "Coordinate operational activities."
iwa = "4.A.4.b.4.j"

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

[[activities]]
name = "Discuss goods or services information with customers or patrons."
iwa = "4.A.4.a.1.a"

[[activities]]
name = "Search files, databases or reference materials to obtain needed information."
iwa = "4.A.1.a.1.d"

[[activities]]
name = "Enter information into databases or software programs."
iwa = "4.A.3.b.1.f"

[[activities]]
name = "Operate communications equipment or systems."
iwa = "4.A.3.a.3.j"

[[activities]]
name = "Confer with coworkers to coordinate work activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Relay information between personnel."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Answer telephones to direct calls or provide information."
iwa = "4.A.4.a.3.c"

[[activities]]
name = "Maintain security."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Monitor alarm systems."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Maintain current knowledge related to work activities."
iwa = "4.A.2.b.3.a"

[[activities]]
name = "Interpret blueprints, specifications, or diagrams to inform installation, development or operation activities."
iwa = "4.A.1.a.1.b"

[[activities]]
name = "Refer customers to appropriate personnel."
iwa = "4.A.4.a.5.a"

[[activities]]
name = "Provide basic health care services."
iwa = "4.A.4.a.5.c"

[[activities]]
name = "Monitor equipment operation to ensure proper functioning."
iwa = "4.A.1.a.2.a"

[[activities]]
name = "Adjust office equipment to ensure proper operation."
iwa = "4.A.3.a.2.i"

[[activities]]
name = "Report maintenance or equipment problems to appropriate personnel."
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Operate vehicles or material-moving equipment."
iwa = "4.A.3.a.4.a"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.93

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.55

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.48

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 4.45

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.4

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 4.38

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 4.38

[[capabilities]]
name = "Geography"
family = "knowledge"
value = 4.25

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

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 4.17

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

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 4.03

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

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.88

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.88

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.85

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.75

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.75

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.75

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

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

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.52

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.5

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3.38

[[capabilities]]
name = "Psychology"
family = "knowledge"
value = 3.37

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.26

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3.25

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.25

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 3.25

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.25

[[capabilities]]
name = "Therapy and Counseling"
family = "knowledge"
value = 3.21

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

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.12

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Installation"
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 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 PowerPoint"
category = "Presentation software"
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 = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

[[tools]]
example = "911 system information databases"
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 = "Geographic information system GIS systems"
category = "Geographic information system"
hot = false
inDemand = false

[[tools]]
example = "Intrado SchoolMessenger"
category = "Mobile messaging service software"
hot = false
inDemand = false

[[tools]]
example = "Law enforcement information databases"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "National Crime Information Center (NCIC) database"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "National Law Enforcement Telecommunications System NLETS"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Spillman Technologies Spillman Computer-Aided Dispatch"
category = "Helpdesk or call center software"
hot = false
inDemand = false

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

[[workContext]]
name = "Telephone Conversations"
value = 5

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 5

[[workContext]]
name = "Contact With Others"
value = 4.99

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.99

[[workContext]]
name = "Spend Time Sitting"
value = 4.99

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.87

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.82

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.82

[[workContext]]
name = "Frequency of Decision Making"
value = 4.78

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.73

[[workContext]]
name = "E-Mail"
value = 4.71

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.71

[[workContext]]
name = "Conflict Situations"
value = 4.68

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.61

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.38

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.33

[[workContext]]
name = "Time Pressure"
value = 4.22

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.17

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.95

[[workContext]]
name = "Consequence of Error"
value = 3.81

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.8

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.72

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.66

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.59

[[workContext]]
name = "Written Letters and Memos"
value = 3.5

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 3.33

[[workContext]]
name = "Physical Proximity"
value = 2.78

[[workContext]]
name = "Exposed to Contaminants"
value = 2.7

[[workContext]]
name = "Level of Competition"
value = 2.41

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.26

[[workContext]]
name = "Degree of Automation"
value = 2.13

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.79

[[workContext]]
name = "Spend Time Standing"
value = 1.74

[[workContext]]
name = "Spend Time Walking or Running"
value = 1.41

[[workContext]]
name = "Exposed to Disease or Infections"
value = 1.38

[[workContext]]
name = "Public Speaking"
value = 1.18

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.16

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.14

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.06

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.04

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

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 6

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.52

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

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

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

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 4

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.65

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

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 3

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 3

[[personFit]]
name = "Information Technology"
family = "specific_interest_area"
value = 2.94

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.91

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.89

[[personFit]]
name = "Social Service"
family = "specific_interest_area"
value = 2.62

[[relatedRoles]]
socCode = "43-5032.00"
slug = "role-43-5032-00"
title = "Dispatchers, Except Police, Fire, and Ambulance"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2042.00"
slug = "role-29-2042-00"
title = "Emergency Medical Technicians"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-2011.00"
slug = "role-43-2011-00"
title = "Switchboard Operators, Including Answering Service"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2043.00"
slug = "role-29-2043-00"
title = "Paramedics"
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 = "33-3051.00"
slug = "role-33-3051-00"
title = "Police and Sheriff's Patrol Officers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-3052.00"
slug = "role-33-3052-00"
title = "Transit and Railroad Police"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-3011.00"
slug = "role-53-3011-00"
title = "Ambulance Drivers and Attendants, Except Emergency Medical Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-2022.00"
slug = "role-53-2022-00"
title = "Airfield Operations Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-2021.00"
slug = "role-43-2021-00"
title = "Telephone Operators"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "33-9032.00"
slug = "role-33-9032-00"
title = "Security Guards"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.49
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.9074452
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.5620914
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.7743953
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
