entityType = "role"
schemaVersion = "role.v1"
slug = "role-41-2012-00"
socCode = "41-2012.00"
title = "Gambling Change Persons and Booth Cashiers"
summary = "Exchange coins, tokens, and chips for patrons' money. May issue payoffs and obtain customer's signature on receipt. May operate a booth in the slot machine area and furnish change persons with money bank at the start of the shift, or count and audit money in drawers."
aliases = ["Cage Cashier", "Cashier", "Change Person", "Slot Attendant", "Booth Cashier", "Casino Banker", "Casino Cashier", "Slot Floor Person", "Slot Technician", "Vault Cashier", "Bingo Cashier", "Booth Monitor"]
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 = 96.45

[[preparation.educationDistribution]]
label = "Some College Courses"
percentage = 2.36

[[preparation.educationDistribution]]
label = "Post-Secondary Certificate"
percentage = 1.19

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

[market]
medianWage = 34810
meanWage = 36820
pct10Wage = 22810
pct25Wage = 28870
pct75Wage = 39350
pct90Wage = 49190
employment = 21930
areaTitle = "U.S."

[industries]
count = 4

[[industries.top]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 12320
medianWage = 34400
lq = 32.78

[[industries.top]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 8710
medianWage = 35820
lq = 4.3

[[industries.top]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 8490
medianWage = 36020
lq = 177.13

[[industries.top]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 520
medianWage = 29270
lq = 0.83

[[industries.concentrated]]
naics = "721120"
slug = "721120"
title = "Casino Hotels"
level = "National industry"
employment = 8490
lq = 177.13

[[industries.concentrated]]
naics = "71"
slug = "71"
title = "Arts, Entertainment, and Recreation"
level = "Sector"
employment = 12320
lq = 32.78

[[industries.concentrated]]
naics = "72"
slug = "72"
title = "Accommodation and Food Services"
level = "Sector"
employment = 8710
lq = 4.3

[[industries.concentrated]]
naics = "81"
slug = "81"
title = "Other Services (except Public Administration)"
level = "Sector"
employment = 520
lq = 0.83

[aiOutlook]
teleworkable = false
usageTasks = []

[aiOutlook.index]
value = 42
percentile = 40
band = "Moderate"
version = "ai-exposure-index-v1"
componentCount = 3

[[aiOutlook.index.components]]
percentile = 47
source = "felten_aioe"

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

[[aiOutlook.index.components]]
percentile = 47
source = "microsoft_working_with_ai"

[aiOutlook.freyHistorical]
source = "frey"
label = "Computerization probability (Frey & Osborne, 2013)"
value = 0.83
percentile = 68
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 = 0.23809523809523808
beta = 0.26190476190476186
gamma = 0.2857142857142857

[aiOutlook.bls]
growthPercent = -6.4
growthPercentile = 9
direction = "Declining"
annualOpeningsThousands = 4
annualOpeningsPercentile = 43
employment2024Thousands = 22.6
employment2034Thousands = 21.1

[[aiOutlook.exposure]]
source = "felten_aioe"
label = "Overall AI exposure (Felten et al.)"
value = -0.0500926
percentile = 47
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 = 0.2857142857142857
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 = 0.14307836296391357
percentile = 47
band = "Moderate"
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.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"

[counts]
tasks = 13
skills = 33
capabilities = 120
tools = 2
relatedRoles = 20

[source]
dataset = "gold.onet_role_starter_surface"
version = "30.3"
generatedAt = "2026-06-02T21:00:32.945303+00:00"
contentHash = "97bf6af9844b54fc"

[[tasks]]
text = "Keep accurate records of monetary exchanges, authorization forms, and transaction reconciliations."
type = "Core"
iwa = "4.A.3.b.6.j"

[[tasks]]
text = "Obtain customers' signatures on receipts when winnings exceed the amount held in a slot machine."
type = "Supplemental"
iwa = "4.A.1.a.1.q"

[[tasks]]
text = "Calculate the value of chips won or lost by players."
type = "Supplemental"
iwa = "4.A.1.b.3.c"

[[tasks]]
text = "Exchange money, credit, tickets, or casino chips and make change for customers."
type = "Core"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Count money and audit money drawers."
type = "Core"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Check identifications to verify age of players."
type = "Core"
iwa = "4.A.2.a.2.e"

[[tasks]]
text = "Maintain cage security according to rules."
type = "Core"
iwa = "4.A.1.a.2.g"

[[tasks]]
text = "Reconcile daily summaries of transactions to balance books."
type = "Core"
iwa = "4.A.2.a.2.d"

[[tasks]]
text = "Furnish change persons with a money bank at the start of each shift."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Accept credit applications and verify credit references to provide check-cashing authorization or to establish house credit accounts."
type = "Supplemental"
iwa = "4.A.2.a.2.a"

[[tasks]]
text = "Listen for jackpot alarm bells and issue payoffs to winners."
type = "Supplemental"
iwa = "4.A.4.c.1.c"

[[tasks]]
text = "Sell gambling chips, tokens, or tickets to patrons, or to other workers for resale to patrons."
type = "Supplemental"
iwa = "4.A.4.a.6.b"

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

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

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

[[activities]]
name = "Verify patron or staff credentials."
iwa = "4.A.2.a.2.e"

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

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

[[activities]]
name = "Review accuracy of sales or other transactions."
iwa = "4.A.2.a.2.a"

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

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

[[activities]]
name = "Monitor work areas to provide security."
iwa = "4.A.1.a.2.g"

[[activities]]
name = "Obtain written authorization to perform activities."
iwa = "4.A.1.a.1.q"

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

[[activities]]
name = "Compute gaming wins and losses."
iwa = "4.A.1.b.3.c"

[[activities]]
name = "Verify customer credit information."
iwa = "4.A.2.a.2.a"

[[capabilities]]
name = "Customer and Personal Service"
family = "knowledge"
value = 4.15

[[capabilities]]
name = "Mathematics"
family = "knowledge"
value = 3.73

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

[[capabilities]]
name = "Oral Expression"
family = "ability"
value = 3.38

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

[[capabilities]]
name = "Problem Sensitivity"
family = "ability"
value = 3.25

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

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

[[capabilities]]
name = "Reading Comprehension"
family = "essential_skill"
value = 3.12

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

[[capabilities]]
name = "Mathematical Reasoning"
family = "ability"
value = 3.12

[[capabilities]]
name = "Number Facility"
family = "ability"
value = 3.12

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

[[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 = "Coordination"
family = "transferable_skill"
value = 3

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

[[capabilities]]
name = "Deductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Inductive Reasoning"
family = "ability"
value = 3

[[capabilities]]
name = "Perceptual Speed"
family = "ability"
value = 3

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

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

[[capabilities]]
name = "English Language"
family = "knowledge"
value = 2.97

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

[[capabilities]]
name = "Critical Thinking"
family = "essential_skill"
value = 2.88

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

[[capabilities]]
name = "Complex Problem Solving"
family = "transferable_skill"
value = 2.88

[[capabilities]]
name = "Written Expression"
family = "ability"
value = 2.88

[[capabilities]]
name = "Category Flexibility"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Manual Dexterity"
family = "ability"
value = 2.88

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

[[capabilities]]
name = "Writing"
family = "essential_skill"
value = 2.75

[[capabilities]]
name = "Judgment and Decision Making"
family = "transferable_skill"
value = 2.75

[[capabilities]]
name = "Public Safety and Security"
family = "knowledge"
value = 2.75

[[capabilities]]
name = "Time Sharing"
family = "ability"
value = 2.75

[[capabilities]]
name = "Auditory Attention"
family = "ability"
value = 2.75

[[capabilities]]
name = "Administrative"
family = "knowledge"
value = 2.72

[[capabilities]]
name = "Computers and Electronics"
family = "knowledge"
value = 2.63

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

[[workContext]]
name = "Contact With Others"
value = 4.87

[[workContext]]
name = "Importance of Being Exact or Accurate"
value = 4.84

[[workContext]]
name = "Face-to-Face Discussions with Individuals and Within Teams"
value = 4.71

[[workContext]]
name = "Dealing With Unpleasant, Angry, or Discourteous People"
value = 4.61

[[workContext]]
name = "Spend Time Making Repetitive Motions"
value = 4.56

[[workContext]]
name = "Exposed to Sounds, Noise Levels that are Distracting or Uncomfortable"
value = 4.55

[[workContext]]
name = "Importance of Repeating Same Tasks"
value = 4.46

[[workContext]]
name = "Spend Time Standing"
value = 4.43

[[workContext]]
name = "Deal With External Customers or the Public in General"
value = 4.28

[[workContext]]
name = "Impact of Decisions on Co-workers or Company Results"
value = 4.23

[[workContext]]
name = "Frequency of Decision Making"
value = 4.23

[[workContext]]
name = "Indoors, Environmentally Controlled"
value = 4.05

[[workContext]]
name = "Telephone Conversations"
value = 4

[[workContext]]
name = "Physical Proximity"
value = 3.8

[[workContext]]
name = "Work With or Contribute to a Work Group or Team"
value = 3.67

[[workContext]]
name = "Exposed to Contaminants"
value = 3.56

[[workContext]]
name = "Time Pressure"
value = 3.38

[[workContext]]
name = "Conflict Situations"
value = 3.35

[[workContext]]
name = "Determine Tasks, Priorities and Goals"
value = 3.26

[[workContext]]
name = "Spend Time Using Your Hands to Handle, Control, or Feel Objects, Tools, or Controls"
value = 3.17

[[workContext]]
name = "Freedom to Make Decisions"
value = 3.11

[[workContext]]
name = "Written Letters and Memos"
value = 2.99

[[workContext]]
name = "Level of Competition"
value = 2.86

[[workContext]]
name = "Coordinate or Lead Others in Accomplishing Work Activities"
value = 2.82

[[workContext]]
name = "Spend Time Bending or Twisting Your Body"
value = 2.76

[[workContext]]
name = "Spend Time Walking or Running"
value = 2.72

[[workContext]]
name = "Work Outcomes and Results of Other Workers"
value = 2.63

[[workContext]]
name = "Health and Safety of Other Workers"
value = 2.58

[[workContext]]
name = "Consequence of Error"
value = 2.55

[[workContext]]
name = "Dealing with Violent or Physically Aggressive People"
value = 2.27

[[workContext]]
name = "Exposed to Extremely Bright or Inadequate Lighting Conditions"
value = 2.1

[[workContext]]
name = "Exposed to Disease or Infections"
value = 2.08

[[workContext]]
name = "Degree of Automation"
value = 2.03

[[workContext]]
name = "Pace Determined by Speed of Equipment"
value = 1.99

[[workContext]]
name = "Public Speaking"
value = 1.86

[[workContext]]
name = "E-Mail"
value = 1.85

[[workContext]]
name = "Spend Time Sitting"
value = 1.85

[[workContext]]
name = "Spend Time Keeping or Regaining Balance"
value = 1.81

[[workContext]]
name = "Exposed to Minor Burns, Cuts, Bites, or Stings"
value = 1.66

[[workContext]]
name = "Spend Time Kneeling, Crouching, Stooping, or Crawling"
value = 1.62

[[personFit]]
name = "Conventional"
family = "career_interest_type"
value = 6.36

[[personFit]]
name = "Enterprising"
family = "career_interest_type"
value = 4.19

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

[[personFit]]
name = "Accounting"
family = "specific_interest_area"
value = 3.83

[[personFit]]
name = "Realistic"
family = "career_interest_type"
value = 3.07

[[personFit]]
name = "Attention to Detail"
family = "work_style"
value = 3

[[personFit]]
name = "Integrity"
family = "work_style"
value = 2.84

[[personFit]]
name = "Office Work"
family = "specific_interest_area"
value = 2.77

[[personFit]]
name = "Finance"
family = "specific_interest_area"
value = 2.6

[[personFit]]
name = "Social"
family = "career_interest_type"
value = 2.43

[[personFit]]
name = "Personal Service"
family = "specific_interest_area"
value = 2.28

[[personFit]]
name = "Cautiousness"
family = "work_style"
value = 2.14

[[personFit]]
name = "Sales"
family = "specific_interest_area"
value = 1.71

[[personFit]]
name = "Management/Administration"
family = "specific_interest_area"
value = 1.62

[[personFit]]
name = "Mathematics/Statistics"
family = "specific_interest_area"
value = 1.59

[[personFit]]
name = "Self-Control"
family = "work_style"
value = 1.53

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

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

[[relatedRoles]]
socCode = "39-1013.00"
slug = "role-39-1013-00"
title = "First-Line Supervisors of Gambling Services Workers"
tier = "Primary-Short"

[[relatedRoles]]
socCode = "39-3012.00"
slug = "role-39-3012-00"
title = "Gambling and Sports Book Writers and Runners"
tier = "Primary-Short"

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

[[relatedRoles]]
socCode = "11-9071.00"
slug = "role-11-9071-00"
title = "Gambling Managers"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "39-3011.00"
slug = "role-39-3011-00"
title = "Gambling Dealers"
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 = "43-3031.00"
slug = "role-43-3031-00"
title = "Bookkeeping, Accounting, and Auditing Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4141.00"
slug = "role-43-4141-00"
title = "New Accounts Clerks"
tier = "Primary-Long"

[[relatedRoles]]
socCode = "43-4171.00"
slug = "role-43-4171-00"
title = "Receptionists and Information Clerks"
tier = "Supplemental"

[[relatedRoles]]
socCode = "43-4081.00"
slug = "role-43-4081-00"
title = "Hotel, Motel, and Resort Desk Clerks"
tier = "Supplemental"

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

[[aiSignals]]
source = "frey_osborne"
label = "Computerization probability"
score = 0.83
scale = "0-1 probability"
release = "2013-baseline-2016-employment-snapshot"

[[aiSignals]]
source = "felten_aioe"
label = "AI occupational exposure"
score = -0.0500926
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_image_generation_aioe"
label = "Image generation occupational exposure"
score = -0.3736283
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"

[[aiSignals]]
source = "felten_language_modeling_aioe"
label = "Language modeling occupational exposure"
score = -0.1038614
scale = "relative exposure score"
release = "2021-plus-generative-ai-workbooks"
