entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-9099-02"
socCode = "33-9099.02"
title = "Retail Loss Prevention Specialists"
summary = "Implement procedures and systems to prevent merchandise loss. Conduct audits and investigations of employee activity. May assist in developing policies, procedures, and systems for safeguarding assets."
aliases = ["Loss Prevention Agent", "Loss Prevention Associate (LPA)", "Loss Prevention Detective", "Loss Prevention Officer", "Asset Protection Associate (APA)", "Loss Prevention Investigator", "Loss Prevention Specialist", "Retail Asset Protection Specialist", "Asset Protection Agent", "Asset Protection Coordinator", "Asset Protection Detective", "Asset Protection Greeter"]
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 = 68.63

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 11.43

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 10.5

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 5.15

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 4.29

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

[market]
medianWage = 41600
meanWage = 48210
pct10Wage = 30620
pct25Wage = 35540
pct75Wage = 54310
pct90Wage = 72670
employment = 83110
areaTitle = "U.S."

[industries]
count = 24

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 28740
medianWage = 38100
lq = 3.91

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 4130
medianWage = 31120
lq = 2.89

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 3290
medianWage = 41970
lq = 0.39

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 1800
medianWage = 47060
lq = 0.45

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1430
medianWage = 136190
lq = 0.25

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1370
medianWage = 64620
lq = 0.96

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1370
medianWage = 38310
lq = 0.57

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 1200
medianWage = 39300
lq = 0.1

[[industries.top]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 950
medianWage = 62910
lq = 0.63

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 660
medianWage = 37750
lq = 0.09

[[industries.top]]
naics = "52"
slug = "52"
title = "Finance and Insurance"
level = "Sector"
employment = 500
medianWage = 70210
lq = 0.15

[[industries.top]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 360
medianWage = 35360
lq = 2.24

[[industries.concentrated]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 28740
lq = 3.91

[[industries.concentrated]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 4130
lq = 2.89

[[industries.concentrated]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 360
lq = 2.24

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 320
lq = 1.76

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 1370
lq = 0.96

[[industries.concentrated]]
naics = "55"
slug = "55"
title = "Management of Companies and Enterprises"
level = "Sector"
employment = 950
lq = 0.63

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 1370
lq = 0.57

[[industries.concentrated]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 180
lq = 0.47

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

[aiOutlook.index]
value = 38
percentile = 36
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 54
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 10
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0.0975609756097561
beta = 0.3780487804878049
gamma = 0.6585365853658537

[aiOutlook.bls]
growthPercent = 2.5
growthPercentile = 47
direction = "About average"
annualOpeningsThousands = 23.3
annualOpeningsPercentile = 80
employment2024Thousands = 84
employment2034Thousands = 86.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.0764088
percentile = 50
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 = 0.6585365853658537
percentile = 54
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 = 0.050518878162374825
percentile = 10
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 = "Implement or monitor processes to reduce property or financial losses."
usagePercent = 0.008627454202597275
importance = 4.58

[[aiOutlook.usageTasks]]
task = "Prepare written reports on investigations."
usagePercent = 0.008011207473840326
importance = 4.34

[[aiOutlook.usageTasks]]
task = "Recommend methods to reduce potential financial fraud losses."
usagePercent = 0.004005603736920163
importance = 4.17

[[aiOutlook.usageTasks]]
task = "Identify and report safety concerns to maintain a safe shopping and working environment."
usagePercent = 0.0016433246100185286
importance = 4.44

[[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 = "microsoft_working_with_ai"
version = "working-with-ai"

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

[aiPlaybook]
trustedTaskCount = 2
taskCount = 3
totalSample = 139
autonomyMedian = 3.5
dominantCollaboration = "task iteration"
automationShare = 28.46
augmentationShare = 35.77
workUsePercent = 49.59
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 35.77

[[aiPlaybook.collaboration]]
label = "directive"
percent = 28.46

[[aiPlaybook.collaboration]]
label = "none"
percent = 14.63

[[aiPlaybook.useCase]]
label = "work"
percent = 49.59

[[aiPlaybook.useCase]]
label = "personal"
percent = 27.64

[[aiPlaybook.delegatedTasks]]
task = "Prepare written reports on investigations."
usagePercent = 0.008701087635954495
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 87

[[aiPlaybook.delegatedTasks]]
task = "Identify and report safety concerns to maintain a safe shopping and working environment."
usagePercent = 0.003600450056257032
collaboration = "none"
autonomyMedian = 4
sampleCount = 36

[[aiPlaybook.boundaryTasks]]
task = "Identify and report safety concerns to maintain a safe shopping and working environment."
humanNeededPercent = 100
sampleCount = 36

[[aiPlaybook.boundaryTasks]]
task = "Prepare written reports on investigations."
humanNeededPercent = 94.25287356321839
sampleCount = 87

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: prepare written reports on investigations. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: identify and report safety concerns to maintain a safe shopping and working environment"
collaboration = "none"

[counts]
tasks = 21
skills = 39
capabilities = 120
tools = 15
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "c58e17824337bad2"

[[tasks]]
text = "Investigate known or suspected internal theft, external theft, or vendor fraud."
type = "Core"
iwa = "4.A.1.a.1.c"

[[tasks]]
text = "Implement or monitor processes to reduce property or financial losses."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Identify and report merchandise or stock shortages."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Maintain documentation or reports on security-related incidents or investigations."
type = "Core"
iwa = "4.A.3.b.6.h"

[[tasks]]
text = "Apprehend shoplifters in accordance with guidelines."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Verify proper functioning of physical security systems, such as closed-circuit televisions, alarms, sensor tag systems, or locks."
type = "Core"
iwa = "4.A.1.b.2.g"

[[tasks]]
text = "Identify and report safety concerns to maintain a safe shopping and working environment."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Conduct store audits to identify problem areas or procedural deficiencies."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Monitor compliance with standard operating procedures for loss prevention, physical security, or risk management."
type = "Core"
iwa = "4.A.1.a.2.k"

[[tasks]]
text = "Inspect buildings, equipment, or access points to determine security risks."
type = "Core"
iwa = "4.A.1.b.2.e"

[[tasks]]
text = "Perform covert surveillance of areas susceptible to loss, such loading docks, distribution centers, or warehouses."
type = "Core"
iwa = "4.A.1.a.2.g"

[[tasks]]
text = "Prepare written reports on investigations."
type = "Core"
iwa = "4.A.3.b.6.b"

[[emergingTasks]]
text = "Use drone technology for surveillance and loss prevention."

[[activities]]
name = "Monitor operations to ensure compliance with safety or security policies or regulations."
iwa = "4.A.1.a.2.k"

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

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

[[activities]]
name = "Direct security operations."
iwa = "4.A.4.b.4.k"

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

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

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

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

[[activities]]
name = "Maintain surveillance of individuals or establishments."
iwa = "4.A.1.a.2.g"

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

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

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

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

[[activities]]
name = "Apprehend criminal suspects."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Investigate personal characteristics or activities of individuals."
iwa = "4.A.1.a.1.o"

[[activities]]
name = "Collaborate with outside groups to develop programs or projects."
iwa = "4.A.4.b.1.c"

[[activities]]
name = "Respond to emergencies to provide assistance."
iwa = "4.A.4.a.5.e"

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 4.07

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 4

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

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

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.75

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

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.68

[[capabilities]]
name = "Education and Training"
family = "knowledge"
value = 3.66

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 3.55

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3.5

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

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

[[capabilities]]
name = "Written Comprehension"
family = "ability"
value = 3.5

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.5

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 3.47

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

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

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

[[capabilities]]
name = "Near Vision"
family = "ability"
value = 3.38

[[capabilities]]
name = "Personnel and Human Resources"
family = "knowledge"
value = 3.28

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.25

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

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.25

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 3.25

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.23

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

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

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 3.12

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 3

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

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3

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

[[capabilities]]
name = "Learning Strategies"
family = "essential_skill"
value = 2.88

[[capabilities]]
name = "Instructing"
family = "transferable_skill"
value = 2.88

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Excel"
category = "Spreadsheet software"
hot = true
inDemand = false

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

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

[[tools]]
example = "Structured query language SQL"
category = "Data base user interface and query software"
hot = true
inDemand = false

[[tools]]
example = "Aspect Loss Prevention Aspect EliteLP"
category = "Analytical or scientific software"
hot = false
inDemand = false

[[tools]]
example = "Case management system software"
category = "Data base user interface and query software"
hot = false
inDemand = false

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

[[tools]]
example = "Enterprise application integration EAI software"
category = "Enterprise application integration software"
hot = false
inDemand = false

[[tools]]
example = "Epicor Loss Prevention"
category = "Analytical or scientific software"
hot = false
inDemand = false

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

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

[[workContext]]
name = "Contact With Others"
value = 4.76

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.76

[[workContext]]
name = "Telephone Conversations"
value = 4.75

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.56

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.55

[[workContext]]
name = "Freedom to Make Decisions"
value = 4.51

[[workContext]]
name = "E-Mail"
value = 4.38

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.3

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.25

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.16

[[workContext]]
name = "Frequency of Decision Making"
value = 4.09

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.9

[[workContext]]
name = "Physical Proximity"
value = 3.9

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.87

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.78

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 3.74

[[workContext]]
name = "Conflict Situations"
value = 3.63

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.56

[[workContext]]
name = "Level of Competition"
value = 3.55

[[workContext]]
name = "Consequence of Error"
value = 3.5

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

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 3.21

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.18

[[workContext]]
name = "Spend Time Sitting"
value = 3.09

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.05

[[workContext]]
name = "Public Speaking"
value = 3

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

[[workContext]]
name = "Written Letters and Memos"
value = 2.62

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.57

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.33

[[workContext]]
name = "Degree of Automation"
value = 2.2

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 1.98

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 1.93

[[workContext]]
name = "Exposed to Contaminants"
value = 1.9

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.89

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.79

[[workContext]]
name = "Exposed to High Places"
value = 1.64

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 1.62

[[workContext]]
name = "Spend Time Climbing Ladders, Scaffolds, or Poles"
value = 1.6

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.6

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

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.67

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

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.77

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

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.9

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 3.44

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 3.29

[[personFit]]
name = "Law"
family = "specific_interest_area"
value = 3.09

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

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.71

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 2.38

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 2.32

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.24

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.1

[[relatedRoles]]
socCode = "11-9199.08"
slug = "role-11-9199-08"
title = "Loss Prevention Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "33-9021.00"
slug = "role-33-9021-00"
title = "Private Detectives and Investigators"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "11-3013.01"
slug = "role-11-3013-01"
title = "Security Managers"
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 = "11-9199.02"
slug = "role-11-9199-02"
title = "Compliance Managers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "13-2054.00"
slug = "role-13-2054-00"
title = "Financial Risk Specialists"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-2099.04"
slug = "role-13-2099-04"
title = "Fraud Examiners, Investigators and Analysts"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "33-3021.00"
slug = "role-33-3021-00"
title = "Detectives and Criminal Investigators"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-9031.00"
slug = "role-33-9031-00"
title = "Gambling Surveillance Officers and Gambling Investigators"
tier = "Primary-Long"

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

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

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

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.0764088
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = 0.213176
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.017191
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
