entityType = "role"
schemaVersion = "role.v1"
slug = "role-41-2021-00"
socCode = "41-2021.00"
title = "Counter and Rental Clerks"
summary = "Receive orders, generally in person, for repairs, rentals, and services. May describe available options, compute cost, and accept payment."
aliases = ["Counter Clerk", "Rental Agent", "Rental Sales Representative", "Video Clerk", "Counter Service Representative", "Leasing Consultant", "Rental Assistant", "Rental Associate", "Rental Clerk", "Rental Counter Clerk", "Airplane Charter Clerk", "Apartment Rental Clerk"]
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 = 55.86

[[preparation.educationDistribution]]
label = "Bachelor's Degree"
percentage = 20.25

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 13.21

[[preparation.educationDistribution]]
label = "Associate's Degree (or other 2-year degree)"
percentage = 9.47

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 0.78

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 0.43

[educationLevel]
category = "No formal educational credential"
slug = "no-formal-educational-credential"

[market]
medianWage = 38540
meanWage = 43700
pct10Wage = 28580
pct25Wage = 34200
pct75Wage = 48290
pct90Wage = 62030
employment = 398620
areaTitle = "U.S."

[industries]
count = 28

[[industries.top]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 189840
medianWage = 38200
lq = 31.01

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 79360
medianWage = 43470
lq = 1.97

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 52250
medianWage = 36570
lq = 4.57

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 28970
medianWage = 48180
lq = 1.86

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 23040
medianWage = 37220
lq = 0.99

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 11910
medianWage = 28590
lq = 1.74

[[industries.top]]
naics = "561320"
slug = "561320"
title = "Temporary Help Services"
level = "National industry"
employment = 3040
medianWage = 37120
lq = 0.44

[[industries.top]]
naics = "48-49"
slug = "48-49"
title = "Transportation and Warehousing"
level = "Sector"
employment = 2600
medianWage = 38100
lq = 0.14

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 2300
medianWage = 31470
lq = 0.06

[[industries.top]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 2190
medianWage = 27650
lq = 1.34

[[industries.top]]
naics = "54"
slug = "54"
title = "Professional, Scientific, and Technical Services"
level = "Sector"
employment = 1590
medianWage = 33330
lq = 0.06

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 1530
medianWage = 38140
lq = 0.05

[[industries.concentrated]]
naics = "53"
slug = "53"
title = "Real Estate and Rental and Leasing"
level = "Sector"
employment = 189840
lq = 31.01

[[industries.concentrated]]
naics = "423820"
slug = "423820"
title = "Farm and Garden Machinery and Equipment Merchant Wholesalers"
level = "National industry"
employment = 1420
lq = 4.82

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 52250
lq = 4.57

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 79360
lq = 1.97

[[industries.concentrated]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 28970
lq = 1.86

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 11910
lq = 1.74

[[industries.concentrated]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 1280
lq = 1.66

[[industries.concentrated]]
naics = "713940"
slug = "713940"
title = "Fitness and Recreational Sports Centers"
level = "National industry"
employment = 2190
lq = 1.34

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

[aiOutlook.index]
value = 71
percentile = 71
band = "High"
version = "ai-exposure-index-v1"
componentCount = 3

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

[[aiOutlook.index.components]]
percentile = 66
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 96
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.97
percentile = 94
band = "High"
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 = 0.25806451612903225
beta = 0.532258064516129
gamma = 0.8064516129032258

[aiOutlook.bls]
growthPercent = 3.2
growthPercentile = 54
direction = "About average"
annualOpeningsThousands = 45.9
annualOpeningsPercentile = 89
employment2024Thousands = 408.2
employment2034Thousands = 421.3

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = 0.0784367
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 = 0.8064516129032258
percentile = 66
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 = 0.3437905899053236
percentile = 96
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 = "Recommend and provide advice on a wide variety of products and services."
usagePercent = 0.1297199364033376
importance = 3.73

[[aiOutlook.usageTasks]]
task = "Provide information about rental items, such as availability, operation, or description."
usagePercent = 0.022287590023376293
importance = 4.4

[[aiOutlook.usageTasks]]
task = "Explain rental fees, policies, and procedures."
usagePercent = 0.007189545168831061
importance = 4.4

[[aiOutlook.usageTasks]]
task = "Advise customers on use and care of merchandise."
usagePercent = 0.0038001881606678474
importance = 4.39

[[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 = 4
taskCount = 6
totalSample = 1158
autonomyMedian = 3.5
dominantCollaboration = "directive"
automationShare = 39.18
augmentationShare = 55.47
workUsePercent = 12.56
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 36.15

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 34.64

[[aiPlaybook.collaboration]]
label = "learning"
percent = 17.54

[[aiPlaybook.collaboration]]
label = "validation"
percent = 3.29

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 3.03

[[aiPlaybook.useCase]]
label = "personal"
percent = 86.82

[[aiPlaybook.useCase]]
label = "work"
percent = 12.56

[[aiPlaybook.delegatedTasks]]
task = "Recommend and provide advice on a wide variety of products and services."
usagePercent = 0.061707713464183016
collaboration = "task iteration"
autonomyMedian = 4
sampleCount = 617

[[aiPlaybook.delegatedTasks]]
task = "Explain rental fees, policies, and procedures."
usagePercent = 0.025503187898487312
collaboration = "learning"
autonomyMedian = 3
sampleCount = 255

[[aiPlaybook.delegatedTasks]]
task = "Provide information about rental items, such as availability, operation, or description."
usagePercent = 0.015401925240655083
collaboration = "directive"
autonomyMedian = 3
sampleCount = 154

[[aiPlaybook.delegatedTasks]]
task = "Advise customers on use and care of merchandise."
usagePercent = 0.009701212651581448
collaboration = "learning"
autonomyMedian = 4
sampleCount = 97

[[aiPlaybook.boundaryTasks]]
task = "Advise customers on use and care of merchandise."
humanNeededPercent = 100
sampleCount = 97

[[aiPlaybook.boundaryTasks]]
task = "Recommend and provide advice on a wide variety of products and services."
humanNeededPercent = 99.67585089141005
sampleCount = 617

[[aiPlaybook.boundaryTasks]]
task = "Provide information about rental items, such as availability, operation, or description."
humanNeededPercent = 99.35064935064936
sampleCount = 154

[[aiPlaybook.boundaryTasks]]
task = "Explain rental fees, policies, and procedures."
humanNeededPercent = 96.07843137254902
sampleCount = 255

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: recommend and provide advice on a wide variety of products and services. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to explain rental fees, policies, and procedures, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: provide information about rental items, such as availability, operation, or description. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to advise customers on use and care of merchandise, then check my work as I try it myself."
collaboration = "learning"

[counts]
tasks = 16
skills = 37
capabilities = 120
tools = 8
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "a506228c32fffd97"

[[tasks]]
text = "Compute charges for merchandise or services and receive payments."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Receive orders for services, such as rentals, repairs, dry cleaning, and storage."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Explain rental fees, policies, and procedures."
type = "Core"
iwa = "4.A.4.a.1.d"

[[tasks]]
text = "Provide information about rental items, such as availability, operation, or description."
type = "Core"
iwa = "4.A.4.a.1.a"

[[tasks]]
text = "Advise customers on use and care of merchandise."
type = "Core"
iwa = "4.A.4.b.6.b"

[[tasks]]
text = "Greet customers and discuss the type, quality, and quantity of merchandise sought for rental."
type = "Core"
iwa = "4.A.1.a.1.n"

[[tasks]]
text = "Answer telephones to provide information and receive orders."
type = "Core"
iwa = "4.A.4.a.8.c"

[[tasks]]
text = "Prepare rental forms, obtaining customer signature and other information, such as required licenses."
type = "Core"
iwa = "4.A.3.b.6.m"

[[tasks]]
text = "Inspect and adjust rental items to meet needs of customer."
type = "Core"
iwa = "4.A.1.b.2.j"

[[tasks]]
text = "Rent items, arrange for provision of services to customers, and accept returns."
type = "Core"
iwa = "4.A.4.a.6.b"

[[tasks]]
text = "Keep records of transactions and of the number of customers entering an establishment."
type = "Core"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Receive, examine, and tag articles to be altered, cleaned, stored, or repaired."
type = "Core"
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Calculate costs of goods or services."
iwa = "4.A.2.b.1.a"

[[activities]]
name = "Process sales or other transactions."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Set up merchandise displays."
iwa = "4.A.3.a.2.h"

[[activities]]
name = "Advise customers on the use of products or services."
iwa = "4.A.4.b.6.b"

[[activities]]
name = "Recommend products or services to customers."
iwa = "4.A.4.b.6.b"

[[activities]]
name = "Answer customer questions about goods or services."
iwa = "4.A.4.a.8.c"

[[activities]]
name = "Take product orders from customers."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Gather customer or product information to determine customer needs."
iwa = "4.A.1.a.1.n"

[[activities]]
name = "Greet customers, patrons, or visitors."
iwa = "4.A.4.a.5.j"

[[activities]]
name = "Maintain records of sales or other business transactions."
iwa = "4.A.3.b.6.j"

[[activities]]
name = "Prepare sales or other contracts."
iwa = "4.A.3.b.6.m"

[[activities]]
name = "Examine condition of property or products."
iwa = "4.A.1.b.2.j"

[[activities]]
name = "Explain financial information to customers."
iwa = "4.A.4.a.1.d"

[[activities]]
name = "Sell products or services."
iwa = "4.A.4.a.6.b"

[[activities]]
name = "Explain technical product or service information to customers."
iwa = "4.A.4.a.1.a"

[[activities]]
name = "Arrange services or reservations for patrons."
iwa = "4.A.4.a.5.j"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.45

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

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.72

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

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

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 3.5

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.42

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.38

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

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

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 3.12

[[capabilities]]
name = "Social Perceptiveness"
family = "transferable_skill"
value = 3.12

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Information Ordering"
family = "ability"
value = 3.12

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

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.01

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

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

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

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

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

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

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

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

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.88

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 2.88

[[capabilities]]
name = "Far Vision"
family = "ability"
value = 2.88

[[capabilities]]
name = "Active Learning"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.75

[[capabilities]]
name = "Flexibility of Closure"
family = "ability"
value = 2.75

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 2.75

[[capabilities]]
name = "Transportation"
family = "knowledge"
value = 2.74

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.65

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Microsoft Office software"
category = "Office suite software"
hot = true
inDemand = true

[[tools]]
example = "Microsoft Outlook"
category = "Electronic mail software"
hot = true
inDemand = true

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

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

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

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

[[tools]]
example = "Inventory management systems"
category = "Inventory management software"
hot = false
inDemand = false

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

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 5

[[workContext]]
name = "Contact With Others"
value = 4.91

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.64

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.52

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.43

[[workContext]]
name = "Frequency of Decision Making"
value = 4.04

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.03

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4

[[workContext]]
name = "E-Mail"
value = 3.99

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.94

[[workContext]]
name = "Conflict Situations"
value = 3.8

[[workContext]]
name = "Physical Proximity"
value = 3.7

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.68

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 3.63

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.61

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.53

[[workContext]]
name = "Exposed to Contaminants"
value = 3.4

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.36

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 3.33

[[workContext]]
name = "Time Pressure"
value = 3.27

[[workContext]]
name = "Spend Time Standing"
value = 3.19

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.12

[[workContext]]
name = "Spend Time Sitting"
value = 3.06

[[workContext]]
name = "In an Enclosed Vehicle or Operate Enclosed Equipment"
value = 2.94

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.83

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 2.82

[[workContext]]
name = "Level of Competition"
value = 2.66

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.64

[[workContext]]
name = "Written Letters and Memos"
value = 2.48

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 2.45

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.44

[[workContext]]
name = "Degree of Automation"
value = 2.12

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 2.07

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.96

[[workContext]]
name = "Consequence of Error"
value = 1.93

[[workContext]]
name = "Indoors, Not Environmentally Controlled"
value = 1.85

[[workContext]]
name = "Wear Common Protective or Safety Equipment such as Safety Shoes, Glasses, Gloves, Hearing Protection, Hard Hats, or Life Jackets"
value = 1.67

[[workContext]]
name = "Public Speaking"
value = 1.66

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.65

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 5.9

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 4.44

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 4.04

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.86

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 3.58

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 3.3

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.17

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.49

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 2.31

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.11

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 1.95

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.81

[[personFit]]
name = "Marketing/Advertising"
family = "specific_interest_area"
value = 1.69

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.68

[[personFit]]
name = "Public Speaking"
family = "specific_interest_area"
value = 1.66

[[personFit]]
name = "Human Resources"
family = "specific_interest_area"
value = 1.64

[[relatedRoles]]
socCode = "41-2031.00"
slug = "role-41-2031-00"
title = "Retail Salespersons"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "41-2011.00"
slug = "role-41-2011-00"
title = "Cashiers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "41-9091.00"
slug = "role-41-9091-00"
title = "Door-to-Door Sales Workers, News and Street Vendors, and Related Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "53-7065.00"
slug = "role-53-7065-00"
title = "Stockers and Order Fillers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "41-3091.00"
slug = "role-41-3091-00"
title = "Sales Representatives of Services, Except Advertising, Insurance, Financial Services, and Travel"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-4051.00"
slug = "role-43-4051-00"
title = "Customer Service Representatives"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-4012.00"
slug = "role-41-4012-00"
title = "Sales Representatives, Wholesale and Manufacturing, Except Technical and Scientific Products"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-9041.00"
slug = "role-41-9041-00"
title = "Telemarketers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "41-2022.00"
slug = "role-41-2022-00"
title = "Parts Salespersons"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4151.00"
slug = "role-43-4151-00"
title = "Order Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5071.00"
slug = "role-43-5071-00"
title = "Shipping, Receiving, and Inventory Clerks"
tier = "Supplemental"

[[relatedRoles]]
socCode = "41-4011.00"
slug = "role-41-4011-00"
title = "Sales Representatives, Wholesale and Manufacturing, Technical and Scientific Products"
tier = "Supplemental"

[[careerClusters]]
cluster = "Hospitality, Events, & Tourism"
slug = "hospitality-events-tourism"

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.97
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = 0.0784367
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.4233016
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = 0.1427099
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
