entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-9011-00"
socCode = "33-9011.00"
title = "Animal Control Workers"
summary = "Handle animals for the purpose of investigations of mistreatment, or control of abandoned, dangerous, or unattended animals."
aliases = ["ACO (Animal Control Officer)", "Animal Enforcement Officer", "Animal Park Code Enforcement Officer", "Animal Services Officer", "Animal Attendant", "Animal Cruelty Investigator", "Animal Instructor Officer", "Animal Ordinance Enforcement Officer", "Animal Safety Officer", "Community Service Officer", "Adoption Counselor", "Animal Control Specialist"]
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 = 65.38

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 19.23

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.54

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 3.85

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

[market]
medianWage = 45830
meanWage = 49240
pct10Wage = 32880
pct25Wage = 38160
pct75Wage = 57110
pct90Wage = 69990
employment = 11790
areaTitle = "U.S."

[industries]
count = 3

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 830
medianWage = 46340
lq = 2.45

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
medianWage = 54150

[[industries.top]]
naics = "561710"
slug = "561710"
title = "Exterminating and Pest Control Services"
level = "National industry"
medianWage = 54370

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 830
lq = 2.45

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

[aiOutlook.index]
value = 47
percentile = 46
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

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

[[aiOutlook.index.components]]
percentile = 68
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.21
percentile = 33
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 = 0.26666666666666666
beta = 0.35
gamma = 0.43333333333333335

[aiOutlook.bls]
growthPercent = 3.9
growthPercentile = 63
direction = "About average"
annualOpeningsThousands = 1.3
annualOpeningsPercentile = 20
employment2024Thousands = 12.2
employment2034Thousands = 12.7

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.5946321
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 = 0.43333333333333335
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 = 0.2034714370385781
percentile = 68
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 = "Answer inquiries from the public concerning animal control operations."
usagePercent = 0.005032681618181743
importance = 4.5

[[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 = 1
taskCount = 1
totalSample = 150
autonomyMedian = 3
dominantCollaboration = "none"
automationShare = 22
augmentationShare = 12.67
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "none"
percent = 63.33

[[aiPlaybook.collaboration]]
label = "directive"
percent = 22

[[aiPlaybook.collaboration]]
label = "learning"
percent = 12.67

[[aiPlaybook.useCase]]
label = "personal"
percent = 92.67

[[aiPlaybook.delegatedTasks]]
task = "Answer inquiries from the public concerning animal control operations."
usagePercent = 0.0150018752344043
collaboration = "none"
autonomyMedian = 3
sampleCount = 150

[[aiPlaybook.boundaryTasks]]
task = "Answer inquiries from the public concerning animal control operations."
humanNeededPercent = 99.33333333333333
sampleCount = 150

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: answer inquiries from the public concerning animal control operations"
collaboration = "none"

[counts]
tasks = 16
skills = 40
capabilities = 120
tools = 21
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "8374a6848a9e0e21"

[[tasks]]
text = "Write reports of activities, and maintain files of impoundments and dispositions of animals."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Investigate reports of animal attacks or animal cruelty, interviewing witnesses, collecting evidence, and writing reports."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Examine animals for injuries or malnutrition, and arrange for any necessary medical treatment."
type = "Core"
iwa = "4.A.1.b.2.i"

[[tasks]]
text = "Contact animal owners to inform them that their pets are at animal holding facilities."
type = "Core"
iwa = "4.A.4.c.1.d"

[[tasks]]
text = "Educate the public about animal welfare, and animal control laws and regulations."
type = "Core"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Remove captured animals from animal-control service vehicles and place animals in shelter cages or other enclosures."
type = "Core"
iwa = "4.A.4.a.5.d"

[[tasks]]
text = "Capture and remove stray, uncontrolled, or abused animals from undesirable conditions, using nets, nooses, or tranquilizer darts as necessary."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Answer inquiries from the public concerning animal control operations."
type = "Core"
iwa = "4.A.4.a.1.b"

[[tasks]]
text = "Prepare for prosecutions related to animal treatment, and give evidence in court."
type = "Core"
iwa = "4.A.4.a.3.a"

[[tasks]]
text = "Supply animals with food, water, and personal care."
type = "Core"
iwa = "4.A.4.a.5.d"

[[tasks]]
text = "Issue warnings or citations in connection with animal-related offenses, or contact police to report violations and request arrests."
type = "Core"
iwa = "4.A.4.b.1.c"

[[tasks]]
text = "Euthanize rabid, unclaimed, or severely injured animals."
type = "Core"
iwa = "4.A.4.a.5.d"

[[emergingTasks]]
text = "Deliver educational presentations on wildlife topics, such as animal safety, at schools and community events."

[[emergingTasks]]
text = "Pick up deceased animals from roadways and dispose of the animal carcasses."

[[emergingTasks]]
text = "Testify at court hearings when citations are contested."

[[emergingTasks]]
text = "Transport injured or ill wildlife to rescues."

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

[[activities]]
name = "Investigate illegal or suspicious activities."
iwa = "4.A.1.a.1.c"

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

[[activities]]
name = "Use weapons or physical force to maintain security."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Provide care for animals."
iwa = "4.A.4.a.5.d"

[[activities]]
name = "Check physical condition of people or animals."
iwa = "4.A.1.b.2.i"

[[activities]]
name = "Clean facilities or equipment."
iwa = "4.A.3.a.1.c"

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

[[activities]]
name = "Inform the public about policies, services or procedures."
iwa = "4.A.4.a.1.b"

[[activities]]
name = "Issue warnings or citations."
iwa = "4.A.4.c.1.d"

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

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

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

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

[[activities]]
name = "Examine personal documentation to ensure that it is valid."
iwa = "4.A.2.a.2.e"

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

[[activities]]
name = "Train personnel."
iwa = "4.A.4.b.3.d"

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 4.52

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4.46

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.25

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.23

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

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

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.64

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3.62

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

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.28

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3.25

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.25

[[capabilities]]
name = "Biology"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Telecommunications"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Communications and Media"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 3.08

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.04

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 3

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 3

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 3

[[capabilities]]
name = "Multilimb Coordination"
family = "ability"
value = 3

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 3

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 3

[[capabilities]]
name = "Speech Recognition"
family = "ability"
value = 3

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[skills]]
name = "Equipment Maintenance"
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 Visio"
category = "Process mapping and design software"
hot = true
inDemand = false

[[tools]]
example = "Microsoft Windows"
category = "Operating system software"
hot = true
inDemand = false

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

[[tools]]
example = "SAP software"
category = "Enterprise resource planning ERP software"
hot = true
inDemand = false

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

[[tools]]
example = "ARK Software Ark Shelter Software"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "CISCO Software ACS Animal Control System"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "Esri ArcGIS"
category = "Geographic information system"
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 = "Multiple Options Animal Shelter Management System"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "RoseRush Services Shelter Pro"
category = "Data base user interface and query software"
hot = false
inDemand = false

[[tools]]
example = "TRAX Animal Control and Dog Warden Officer Software"
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

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.96

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 4.96

[[workContext]]
name = "E-Mail"
value = 4.92

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 4.92

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.77

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.64

[[workContext]]
name = "Contact With Others"
value = 4.58

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.58

[[workContext]]
name = "Exposed to Contaminants"
value = 4.58

[[workContext]]
name = "Frequency of Decision Making"
value = 4.58

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

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.44

[[workContext]]
name = "Exposed to Disease or Infections"
value = 4.42

[[workContext]]
name = "Written Letters and Memos"
value = 4.38

[[workContext]]
name = "Conflict Situations"
value = 4.35

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.31

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 4.27

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 4.19

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 4.15

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.08

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 4

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.96

[[workContext]]
name = "Consequence of Error"
value = 3.96

[[workContext]]
name = "Time Pressure"
value = 3.96

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.85

[[workContext]]
name = "Outdoors, Under Cover"
value = 3.81

[[workContext]]
name = "Physical Proximity"
value = 3.81

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.77

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.69

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.54

[[workContext]]
name = "Exposed to Cramped Work Space, Awkward Positions"
value = 3.5

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.27

[[workContext]]
name = "Spend Time Standing"
value = 3.15

[[workContext]]
name = "Exposed to Hazardous Equipment"
value = 3.12

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 3

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.96

[[workContext]]
name = "Spend Time Sitting"
value = 2.92

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.88

[[personFit]]
name = "Animal Service"
family = "specific_interest_area"
value = 6.46

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.93

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 4.84

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 3.89

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 3.84

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.59

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 3.16

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

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 2.94

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.63

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 2.42

[[personFit]]
name = "Nature/Outdoors"
family = "specific_interest_area"
value = 2.41

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.36

[[personFit]]
name = "Life Science"
family = "specific_interest_area"
value = 2.33

[[personFit]]
name = "Health Care Service"
family = "specific_interest_area"
value = 2.23

[[relatedRoles]]
socCode = "39-2021.00"
slug = "role-39-2021-00"
title = "Animal Caretakers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "31-9096.00"
slug = "role-31-9096-00"
title = "Veterinary Assistants and Laboratory Animal Caretakers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-3031.00"
slug = "role-33-3031-00"
title = "Fish and Game Wardens"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "39-2011.00"
slug = "role-39-2011-00"
title = "Animal Trainers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-3051.00"
slug = "role-33-3051-00"
title = "Police and Sheriff's Patrol Officers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "29-2056.00"
slug = "role-29-2056-00"
title = "Veterinary Technologists and Technicians"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "45-2021.00"
slug = "role-45-2021-00"
title = "Animal Breeders"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "45-2011.00"
slug = "role-45-2011-00"
title = "Agricultural Inspectors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "45-2093.00"
slug = "role-45-2093-00"
title = "Farmworkers, Farm, Ranch, and Aquacultural Animals"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "29-1131.00"
slug = "role-29-1131-00"
title = "Veterinarians"
tier = "Supplemental"

[[relatedRoles]]
socCode = "19-1023.00"
slug = "role-19-1023-00"
title = "Zoologists and Wildlife Biologists"
tier = "Supplemental"

[[careerClusters]]
cluster = "Agriculture"
slug = "agriculture"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.21
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.5946321
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.913505
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.3902585
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
