entityType = "role"
schemaVersion = "role.v1"
slug = "role-41-2011-00"
socCode = "41-2011.00"
title = "Cashiers"
summary = "Receive and disburse money in establishments other than financial institutions. May use electronic scanners, cash registers, or related equipment. May process credit or debit card transactions and validate checks."
aliases = ["Cashier", "Checker", "Sales Associate", "Store Clerk", "Cage Cashier", "Center Aisle Cashier", "Central Aisle Cashier", "Customer Assistant", "Store Attendant", "Toll Collector", "Auction Clerk", "Bottle Booth Attendant"]
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 = 44.32

[[preparation.educationDistribution]]
label = "Less than a High School Diploma"
percentage = 37.34

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 9.17

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 9.17

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

[market]
medianWage = 31190
meanWage = 31810
pct10Wage = 23070
pct25Wage = 27780
pct75Wage = 35410
pct90Wage = 38220
employment = 3148030
areaTitle = "U.S."

[industries]
count = 32

[[industries.top]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 2619890
medianWage = 31200
lq = 8.23

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 327250
medianWage = 29580
lq = 1.13

[[industries.top]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 135420
medianWage = 34720
lq = 9.36

[[industries.top]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 96550
medianWage = 28650
lq = 0.88

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 51320
medianWage = 32000
lq = 0.95

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 25620
medianWage = 31540
lq = 0.28

[[industries.top]]
naics = "31-33"
slug = "31-33"
title = "Manufacturing"
level = "Sector"
employment = 25350
medianWage = 32880
lq = 0.1

[[industries.top]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 21140
medianWage = 30940
lq = 3.48

[[industries.top]]
naics = "42"
slug = "42"
title = "Wholesale Trade"
level = "Sector"
employment = 17890
medianWage = 31880
lq = 0.15

[[industries.top]]
naics = "56"
slug = "56"
title = "Administrative and Support and Waste Management and Remediation Services"
level = "Sector"
employment = 12710
medianWage = 30930
lq = 0.07

[[industries.top]]
naics = "62"
slug = "62"
title = "Health Care and Social Assistance"
level = "Sector"
employment = 11420
medianWage = 34290
lq = 0.02

[[industries.top]]
naics = "61"
slug = "61"
title = "Educational Services"
level = "Sector"
employment = 9220
medianWage = 33900
lq = 0.03

[[industries.concentrated]]
naics = "456110"
slug = "456110"
title = "Pharmacies and Drug Retailers"
level = "National industry"
employment = 135420
lq = 9.36

[[industries.concentrated]]
naics = "44-45"
slug = "44-45"
title = "Retail Trade"
level = "Sector"
employment = 2619890
lq = 8.23

[[industries.concentrated]]
naics = "459110"
slug = "459110"
title = "Sporting Goods Retailers"
level = "National industry"
employment = 21140
lq = 3.48

[[industries.concentrated]]
naics = "711110"
slug = "711110"
title = "Theater Companies and Dinner Theaters"
level = "National industry"
employment = 1940
lq = 1.31

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 327250
lq = 1.13

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 51320
lq = 0.95

[[industries.concentrated]]
naics = "722511"
slug = "722511"
title = "Full-Service Restaurants"
level = "National industry"
employment = 96550
lq = 0.88

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 3790
lq = 0.55

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

[aiOutlook.index]
value = 54
percentile = 53
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 42
source = "felten_aioe"

[[aiOutlook.index.components]]
percentile = 31
source = "openai_gpts_are_gpts"

[[aiOutlook.index.components]]
percentile = 88
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 = 0.13953488372093023
beta = 0.20930232558139533
gamma = 0.27906976744186046

[aiOutlook.bls]
growthPercent = -9.9
growthPercentile = 6
direction = "Declining"
annualOpeningsThousands = 542.6
annualOpeningsPercentile = 100
employment2024Thousands = 3157.2
employment2034Thousands = 2843.6

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.2480887
percentile = 42
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 = 0.27906976744186046
percentile = 31
band = "Low"
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 = 0.2978434241004641
percentile = 88
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 customers' questions, and provide information on procedures or policies."
usagePercent = 0.15375355882485858
importance = 4.39

[[aiOutlook.usageTasks]]
task = "Greet customers entering establishments."
usagePercent = 0.07970124358589863
importance = 4.7

[[aiOutlook.usageTasks]]
task = "Receive payment by cash, check, credit cards, vouchers, or automatic debits."
usagePercent = 0.012838473515769755
importance = 4.75

[[aiOutlook.usageTasks]]
task = "Assist customers by providing information and resolving their complaints."
usagePercent = 0.008524746414471117
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 = 5
taskCount = 5
totalSample = 6412
autonomyMedian = 3
dominantCollaboration = "directive"
automationShare = 34.51
augmentationShare = 42.84
workUsePercent = 14.6
release = "2026-01-15-v4-plus-2025-03-27-v2"

[[aiPlaybook.collaboration]]
label = "directive"
percent = 31.25

[[aiPlaybook.collaboration]]
label = "learning"
percent = 27.07

[[aiPlaybook.collaboration]]
label = "none"
percent = 21.94

[[aiPlaybook.collaboration]]
label = "task iteration"
percent = 10.65

[[aiPlaybook.collaboration]]
label = "validation"
percent = 5.12

[[aiPlaybook.collaboration]]
label = "feedback loop"
percent = 3.26

[[aiPlaybook.useCase]]
label = "personal"
percent = 83.05

[[aiPlaybook.useCase]]
label = "work"
percent = 14.6

[[aiPlaybook.useCase]]
label = "coursework"
percent = 2.04

[[aiPlaybook.delegatedTasks]]
task = "Answer customers' questions, and provide information on procedures or policies."
usagePercent = 0.5251656457057132
collaboration = "directive"
autonomyMedian = 3
sampleCount = 5251

[[aiPlaybook.delegatedTasks]]
task = "Assist customers by providing information and resolving their complaints."
usagePercent = 0.07220902612826603
collaboration = "task iteration"
autonomyMedian = 3
sampleCount = 722

[[aiPlaybook.delegatedTasks]]
task = "Greet customers entering establishments."
usagePercent = 0.02510313789223653
collaboration = "none"
autonomyMedian = 3
sampleCount = 251

[[aiPlaybook.delegatedTasks]]
task = "Receive payment by cash, check, credit cards, vouchers, or automatic debits."
usagePercent = 0.01030128766095762
collaboration = "learning"
autonomyMedian = 3
sampleCount = 103

[[aiPlaybook.delegatedTasks]]
task = "Compute and record totals of transactions."
usagePercent = 0.008501062632829104
collaboration = "directive"
autonomyMedian = 2
sampleCount = 85

[[aiPlaybook.boundaryTasks]]
task = "Compute and record totals of transactions."
humanNeededPercent = 100
sampleCount = 85

[[aiPlaybook.boundaryTasks]]
task = "Assist customers by providing information and resolving their complaints."
humanNeededPercent = 99.16897506925207
sampleCount = 722

[[aiPlaybook.boundaryTasks]]
task = "Answer customers' questions, and provide information on procedures or policies."
humanNeededPercent = 98.93353646924396
sampleCount = 5251

[[aiPlaybook.boundaryTasks]]
task = "Greet customers entering establishments."
humanNeededPercent = 98.80478087649402
sampleCount = 251

[[aiPlaybook.boundaryTasks]]
task = "Receive payment by cash, check, credit cards, vouchers, or automatic debits."
humanNeededPercent = 98.05825242718447
sampleCount = 103

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: answer customers' questions, and provide information on procedures or policies. Give me a finished draft I can review and adjust."
collaboration = "directive"

[[aiPlaybook.seedPrompts]]
prompt = "Let's work through this together, step by step: assist customers by providing information and resolving their complaints. I'll give feedback as we go."
collaboration = "task iteration"

[[aiPlaybook.seedPrompts]]
prompt = "Help me with this part of my job: greet customers entering establishments"
collaboration = "none"

[[aiPlaybook.seedPrompts]]
prompt = "Teach me how to receive payment by cash, check, credit cards, vouchers, or automatic debits, then check my work as I try it myself."
collaboration = "learning"

[[aiPlaybook.seedPrompts]]
prompt = "Do this for me: compute and record totals of transactions. Give me a finished draft I can review and adjust."
collaboration = "directive"

[counts]
tasks = 28
skills = 37
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 = "fca1e30c8a6e0265"

[[tasks]]
text = "Receive payment by cash, check, credit cards, vouchers, or automatic debits."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Greet customers entering establishments."
type = "Core"
iwa = "4.A.4.a.5.j"

[[tasks]]
text = "Calculate total payments received during a time period, and reconcile this with total sales."
type = "Supplemental"
iwa = "4.A.2.a.2.d"

[[tasks]]
text = "Issue receipts, refunds, credits, or change due to customers."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Count money in cash drawers at the beginning of shifts to ensure that amounts are correct and that there is adequate change."
type = "Supplemental"
iwa = "4.A.2.a.2.d"

[[tasks]]
text = "Issue trading stamps, and redeem food stamps and coupons."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Assist customers by providing information and resolving their complaints."
type = "Core"
iwa = "4.A.4.a.1.a"

[[tasks]]
text = "Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately."
type = "Core"
iwa = "4.A.1.a.2.c"

[[tasks]]
text = "Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners."
type = "Core"
iwa = "4.A.2.b.1.a"

[[tasks]]
text = "Post charges against guests' or patients' accounts."
type = "Supplemental"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Weigh items sold by weight to determine prices."
type = "Supplemental"
iwa = "4.A.1.b.3.a"

[[tasks]]
text = "Compute and record totals of transactions."
type = "Supplemental"
iwa = "4.A.2.b.1.a"

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

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

[[activities]]
name = "Clean work areas."
iwa = "4.A.3.a.1.c"

[[activities]]
name = "Monitor sales activities."
iwa = "4.A.1.a.2.c"

[[activities]]
name = "Assist customers to ensure comfort or safety."
iwa = "4.A.4.a.5.j"

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

[[activities]]
name = "Supervise sales or support personnel."
iwa = "4.A.4.b.4.a"

[[activities]]
name = "Provide customers with general information or assistance."
iwa = "4.A.4.a.3.c"

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

[[activities]]
name = "Stock products or parts."
iwa = "4.A.3.a.2.ak"

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

[[activities]]
name = "Issue money, credit, or vouchers."
iwa = "4.A.4.c.1.c"

[[activities]]
name = "Reconcile records of sales or other financial transactions."
iwa = "4.A.2.a.2.d"

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

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

[[activities]]
name = "Calculate weights, volumes or other characteristics of materials."
iwa = "4.A.1.b.3.a"

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

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

[[activities]]
name = "Package objects for shipping."
iwa = "4.A.3.a.2.ap"

[[activities]]
name = "Prepare outgoing shipments."
iwa = "4.A.4.c.1.e"

[[activities]]
name = "Prepare cash for deposit or disbursement."
iwa = "4.A.2.a.2.d"

[[activities]]
name = "Communicate with other workers to coordinate activities."
iwa = "4.A.4.a.2.c"

[[activities]]
name = "Record sales or transactions data."
iwa = "4.A.3.b.6.j"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.05

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 3.37

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

[[capabilities]]
name = "Service Orientation"
family = "transferable_skill"
value = 3.12

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

[[capabilities]]
name = "Speech Clarity"
family = "ability"
value = 3.12

[[capabilities]]
name = "Sales and Marketing"
family = "knowledge"
value = 3.07

[[capabilities]]
name = "Active Listening"
family = "essential_skill"
value = 3

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

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3

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

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

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

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

[[capabilities]]
name = "Administration and Management"
family = "knowledge"
value = 2.87

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 2.86

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 2.84

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Coordination"
family = "transferable_skill"
value = 2.75

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

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.69

[[capabilities]]
name = "Mathematics"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Monitoring"
family = "essential_skill"
value = 2.62

[[capabilities]]
name = "Time Management"
family = "transferable_skill"
value = 2.62

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.62

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 2.62

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 2.62

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 2.62

[[capabilities]]
name = "Memorization"
family = "ability"
value = 2.62

[[capabilities]]
name = "Finger Dexterity"
family = "ability"
value = 2.62

[[capabilities]]
name = "Law and Government"
family = "knowledge"
value = 2.52

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.5

[[capabilities]]
name = "Arm-Hand Steadiness"
family = "ability"
value = 2.5

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.5

[[capabilities]]
name = "Trunk Strength"
family = "ability"
value = 2.5

[[capabilities]]
name = "Persuasion"
family = "transferable_skill"
value = 2.38

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[tools]]
example = "Apple Safari"
category = "Internet browser software"
hot = true
inDemand = false

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

[[tools]]
example = "Mozilla Firefox"
category = "Internet browser software"
hot = true
inDemand = false

[[tools]]
example = "AFEXDirect"
category = "Point of sale POS software"
hot = false
inDemand = false

[[tools]]
example = "Bookkeeping software"
category = "Accounting software"
hot = false
inDemand = false

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

[[tools]]
example = "Electronic medical record EMR software"
category = "Medical software"
hot = false
inDemand = false

[[tools]]
example = "Handheld computer device software"
category = "Operating system software"
hot = false
inDemand = false

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

[[workContext]]
name = "Contact With Others"
value = 4.96

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

[[workContext]]
name = "Telephone Conversations"
value = 4.53

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.11

[[workContext]]
name = "Spend Time Standing"
value = 4.08

[[workContext]]
name = "Frequency of Decision Making"
value = 4.06

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 4.02

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 3.92

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 3.9

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 3.72

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.55

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 3.51

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.45

[[workContext]]
name = "Physical Proximity"
value = 3.35

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 3.34

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 3.22

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.2

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 3.09

[[workContext]]
name = "Time Pressure"
value = 3.06

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 2.94

[[workContext]]
name = "Public Speaking"
value = 2.83

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.82

[[workContext]]
name = "E-Mail"
value = 2.76

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.73

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.68

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.6

[[workContext]]
name = "Conflict Situations"
value = 2.43

[[workContext]]
name = "Level of Competition"
value = 2.29

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 2.23

[[workContext]]
name = "Outdoors, Exposed to All Weather Conditions"
value = 2.21

[[workContext]]
name = "Exposed to Contaminants"
value = 2.19

[[workContext]]
name = "Written Letters and Memos"
value = 2.17

[[workContext]]
name = "Spend Time Sitting"
value = 1.98

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

[[workContext]]
name = "Outdoors, Under Cover"
value = 1.92

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.86

[[workContext]]
name = "Degree of Automation"
value = 1.82

[[workContext]]
name = "Exposed to Very Hot or Cold Temperatures"
value = 1.8

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.76

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 1.74

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.21

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 3.62

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 2.9

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 2.8

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.65

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.59

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 2.38

[[personFit]]
name = "Dependability"
family = "work_style"
value = 2.3

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.06

[[personFit]]
name = "Social Orientation"
family = "work_style"
value = 1.97

[[personFit]]
name = "Cooperation"
family = "work_style"
value = 1.92

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 1.92

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 1.81

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 1.53

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 1.5

[[personFit]]
name = "Optimism"
family = "work_style"
value = 1.46

[[relatedRoles]]
socCode = "41-2021.00"
slug = "role-41-2021-00"
title = "Counter and Rental Clerks"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "43-3071.00"
slug = "role-43-3071-00"
title = "Tellers"
tier = "Primary-Short"

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

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

[[relatedRoles]]
socCode = "41-1011.00"
slug = "role-41-1011-00"
title = "First-Line Supervisors of Retail Sales Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "41-2012.00"
slug = "role-41-2012-00"
title = "Gambling Change Persons and Booth Cashiers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-5051.00"
slug = "role-43-5051-00"
title = "Postal Service Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "31-9095.00"
slug = "role-31-9095-00"
title = "Pharmacy Aides"
tier = "Primary-Long"

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

[[relatedRoles]]
socCode = "43-3041.00"
slug = "role-43-3041-00"
title = "Gambling Cage Workers"
tier = "Primary-Long"

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

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

[[careerClusters]]
cluster = "Marketing & Sales"
slug = "marketing-sales"

[[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 = -0.2480887
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.8545607
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1074713
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
