entityType = "role"
schemaVersion = "role.v1"
slug = "role-33-9093-00"
socCode = "33-9093.00"
title = "Transportation Security Screeners"
summary = "Conduct screening of passengers, baggage, or cargo to ensure compliance with Transportation Security Administration (TSA) regulations. May operate basic security equipment such as x-ray machines and hand wands at screening checkpoints."
aliases = ["Security Screener", "Transportation Security Officer (TSO)", "Airline Security Representative", "Airport Baggage Screener", "Airport Screener", "Airport Security Screener", "Bag Checker", "Baggage Inspector", "Baggage Screener", "Baggage Security Checker", "Biometric Screener", "Flight Security Specialist"]
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 = 85.19

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 11.11

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 3.7

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

[market]
medianWage = 63360
meanWage = 61840
pct10Wage = 45010
pct25Wage = 52210
pct75Wage = 69990
pct90Wage = 75940
employment = 46340
areaTitle = "U.S."

[industries]
count = 3

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 2140
medianWage = 42560
lq = 0.96

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 190
medianWage = 36930
lq = 0.07

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
medianWage = 44140

[[industries.concentrated]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 2140
lq = 0.96

[[industries.concentrated]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 190
lq = 0.07

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

[aiOutlook.index]
value = 51
percentile = 51
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 45
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 72
source = "microsoft_working_with_ai"

[aiOutlook.eloundou]
alpha = 0
beta = 0.26
gamma = 0.52

[aiOutlook.bls]
growthPercent = -6
growthPercentile = 10
direction = "Declining"
annualOpeningsThousands = 4.7
annualOpeningsPercentile = 47
employment2024Thousands = 50.1
employment2034Thousands = 47.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.5068558
percentile = 35
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 = 0.52
percentile = 45
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 = 0.21141244644042398
percentile = 72
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 = "Provide directions and respond to passenger inquiries."
usagePercent = 0.006265175075695639
importance = 3.38

[[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 = 1
taskCount = 1
totalSample = 49
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 51.02
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 51.02

[[aiPlaybook.useCase]]
label = "personal"
percent = 89.8

[[aiPlaybook.delegatedTasks]]
task = "Provide directions and respond to passenger inquiries."
usagePercent = 0.004900612576572072
collaboration = "directive"
autonomyMedian = 3
sampleCount = 49

[[aiPlaybook.boundaryTasks]]
task = "Provide directions and respond to passenger inquiries."
humanNeededPercent = 97.95918367346938
sampleCount = 49

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: provide directions and respond to passenger inquiries. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 26
skills = 36
capabilities = 120
tools = 12
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "318dcc0cab2009a1"

[[tasks]]
text = "Inspect carry-on items, using x-ray viewing equipment, to determine whether items contain objects that warrant further investigation."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Search carry-on or checked baggage by hand when it is suspected to contain prohibited items such as weapons."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "View images of checked bags and cargo, using remote screening equipment, and alert baggage screeners or handlers to any possible problems."
type = "Supplemental"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Check passengers' tickets to ensure that they are valid, and to determine whether passengers have designations that require special handling, such as providing photo identification."
type = "Core"
iwa = "4.A.2.a.2.e"

[[tasks]]
text = "Test baggage for any explosive materials, using equipment such as explosive detection machines or chemical swab systems."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Perform pat-down or hand-held wand searches of passengers who have triggered machine alarms, who are unable to pass through metal detectors, or who have been randomly identified for such searches."
type = "Core"
iwa = "4.A.3.a.1.k"

[[tasks]]
text = "Notify supervisors or other appropriate personnel when security breaches occur."
type = "Core"
iwa = "4.A.4.a.2.g"

[[tasks]]
text = "Send checked baggage through automated screening machines, and set bags aside for searching or rescreening as indicated by equipment."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Decide whether baggage that triggers alarms should be searched or should be allowed to pass through."
type = "Core"
iwa = "4.A.2.b.1.d"

[[tasks]]
text = "Locate suspicious bags pictured in printouts sent from remote monitoring areas, and set these bags aside for inspection."
type = "Supplemental"
iwa = "4.A.1.a.2.g"

[[tasks]]
text = "Follow those who breach security until police or other security personnel arrive to apprehend them."
type = "Core"
iwa = "4.A.1.a.2.f"

[[tasks]]
text = "Inform other screeners when baggage should not be opened because it might contain explosives."
type = "Core"
iwa = "4.A.4.a.2.g"

[[activities]]
name = "Communicate safety or hazard information to others."
iwa = "4.A.4.a.2.c"

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

[[activities]]
name = "Block physical access to restricted areas."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Confiscate prohibited or dangerous items."
iwa = "4.A.3.a.1.k"

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

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

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

[[activities]]
name = "Provide information to the general public."
iwa = "4.A.4.a.3.b"

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

[[activities]]
name = "Inspect cargo to identify potential hazards."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Locate suspicious objects or vehicles."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Monitor access or flow of people to prevent problems."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Search individuals for illegal or dangerous items."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Record information about suspicious objects."
iwa = "4.A.3.b.6.b"

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

[[activities]]
name = "Prevent unauthorized individuals from entering restricted areas."
iwa = "4.A.3.a.1.k"

[[activities]]
name = "Monitor activities of individuals to ensure safety or compliance with rules."
iwa = "4.A.1.a.2.f"

[[activities]]
name = "Patrol properties to maintain safety."
iwa = "4.A.1.a.2.g"

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

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 3.81

[[capabilities]]
name = "Selective Attention"
family = "ability"
value = 3.62

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 3.59

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.56

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.5

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

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

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

[[capabilities]]
name = "Speaking"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 3.38

[[capabilities]]
name = "Near Vision"
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 = "Active Listening"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.25

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.25

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

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

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 3.12

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

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

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

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

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

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

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

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.88

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

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

[[capabilities]]
name = "Speed of Closure"
family = "ability"
value = 2.88

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.88

[[capabilities]]
name = "Reaction Time"
family = "ability"
value = 2.88

[[capabilities]]
name = "Static Strength"
family = "ability"
value = 2.88

[[capabilities]]
name = "Visual Color Discrimination"
family = "ability"
value = 2.88

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 2.88

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

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

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

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

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

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

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

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

[[skills]]
name = "Reading Comprehension"
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 = "Linux"
type = "Specialized Skill"

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Linux"
category = "Operating system 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 Word"
category = "Word processing software"
hot = true
inDemand = false

[[tools]]
example = "Oracle Java"
category = "Object or component oriented development software"
hot = true
inDemand = false

[[tools]]
example = "Slack"
category = "Cloud-based data access and sharing software"
hot = true
inDemand = false

[[tools]]
example = "Applicant tracking software"
category = "Human resources software"
hot = false
inDemand = false

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

[[tools]]
example = "Oracle Taleo"
category = "Human resources software"
hot = false
inDemand = false

[[tools]]
example = "Rapiscan Threat Image Projection"
category = "Computer based training software"
hot = false
inDemand = false

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

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 4.74

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.7

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.63

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.58

[[workContext]]
name = "Contact With Others"
value = 4.54

[[workContext]]
name = "Physical Proximity"
value = 4.44

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.41

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.41

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

[[workContext]]
name = "Spend Time Standing"
value = 4.3

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 4.26

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.22

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.07

[[workContext]]
name = "Exposed to Contaminants"
value = 4.04

[[workContext]]
name = "E-Mail"
value = 3.85

[[workContext]]
name = "Consequence of Error"
value = 3.85

[[workContext]]
name = "Frequency of Decision Making"
value = 3.81

[[workContext]]
name = "Conflict Situations"
value = 3.74

[[workContext]]
name = "Exposed to Radiation"
value = 3.74

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.7

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.63

[[workContext]]
name = "Spend Time Walking or Running"
value = 3.48

[[workContext]]
name = "Time Pressure"
value = 3.41

[[workContext]]
name = "Health and Safety of Other Workers"
value = 3.3

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 3.3

[[workContext]]
name = "Exposed to Disease or Infections"
value = 3.19

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 3.15

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.07

[[workContext]]
name = "Freedom to Make Decisions"
value = 3

[[workContext]]
name = "Telephone Conversations"
value = 2.96

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.89

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 2.88

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 2.81

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.78

[[workContext]]
name = "Written Letters and Memos"
value = 2.67

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.67

[[workContext]]
name = "Exposed to Hazardous Conditions"
value = 2.63

[[workContext]]
name = "Degree of Automation"
value = 2.63

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 2.63

[[workContext]]
name = "Public Speaking"
value = 2.59

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

[[personFit]]
name = "Protective Service"
family = "specific_interest_area"
value = 5.56

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.51

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 5.21

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

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

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

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 2.61

[[personFit]]
name = "Physical/Manual Labor"
family = "specific_interest_area"
value = 2.51

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.45

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

[[personFit]]
name = "Stress Tolerance"
family = "work_style"
value = 2.17

[[personFit]]
name = "Investigative"
family = "career_interest_type"
value = 2.01

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 1.81

[[personFit]]
name = "Transportation/Machine Operation"
family = "specific_interest_area"
value = 1.8

[[personFit]]
name = "Mechanics/Electronics"
family = "specific_interest_area"
value = 1.71

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

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

[[relatedRoles]]
socCode = "53-2031.00"
slug = "role-53-2031-00"
title = "Flight Attendants"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "39-6011.00"
slug = "role-39-6011-00"
title = "Baggage Porters and Bellhops"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "43-4181.00"
slug = "role-43-4181-00"
title = "Reservation and Transportation Ticket Agents and Travel Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "33-3051.04"
slug = "role-33-3051-04"
title = "Customs and Border Protection Officers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "53-1041.00"
slug = "role-53-1041-00"
title = "Aircraft Cargo Handling Supervisors"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "13-1041.00"
slug = "role-13-1041-00"
title = "Compliance Officers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "11-3013.01"
slug = "role-11-3013-01"
title = "Security Managers"
tier = "Supplemental"

[[relatedRoles]]
socCode = "53-6061.00"
slug = "role-53-6061-00"
title = "Passenger Attendants"
tier = "Supplemental"

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

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.5068558
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.5910809
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.5229555
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
