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Automation Risk Analysis

Will “Fare Collector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #657 of 702. Estimated risk: 97.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

49%

“Fare Collector” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Fare Collector” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Cashiers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $31,810
Avg. Hourly Wage $15.29
Available Jobs (US) 3,148,030
Job Title & Hierarchy Code (SOC) Cashiers #41-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Cashiers”

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Core Skills & Abilities

  • Issue trading stamps, and redeem food stamps and coupons.

  • Sell tickets and other items to customers.

  • Answer customers' questions, and provide information on procedures or policies.

  • Assist with duties in other areas of the store, such as monitoring fitting rooms or bagging and carrying out customers' items.

  • Greet customers entering establishments.

  • Calculate total payments received during a time period, and reconcile this with total sales.

  • Count money in cash drawers at the beginning of shifts to ensure that amounts are correct and that there is adequate change.

  • Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately.

  • Assist customers by providing information and resolving their complaints.

  • Process merchandise returns and exchanges.

  • Supervise others and provide on-the-job training.

  • Help customers find the location of products.

  • Offer customers carry-out service at the completion of transactions.

  • Compute and record totals of transactions.

  • Receive payment by cash, check, credit cards, vouchers, or automatic debits.

  • Maintain clean and orderly checkout areas, and complete other general cleaning duties, such as mopping floors and emptying trash cans.

  • Request information or assistance, using paging systems.

  • Cash checks for customers.

  • Stock shelves, sort and reshelve returned items, and mark prices on items and shelves.

  • Keep periodic balance sheets of amounts and numbers of transactions.

  • Weigh items sold by weight to determine prices.

  • Post charges against guests' or patients' accounts.

  • Answer incoming phone calls.

  • Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners.

  • Bag, box, wrap, or gift-wrap merchandise, and prepare packages for shipment.

  • Issue receipts, refunds, credits, or change due to customers.

  • Sort, count, and wrap currency and coins.

  • Compile and maintain non-monetary reports and records.

Technologies & Software

  • Microsoft Windows
  • Database software
  • Point of sale POS software
  • ChatGPT (OpenAI)
  • Meta Business AI
  • Accounting software
  • Electronic medical record EMR software
  • HubSpot AI
  • ReliaSoft Prism
  • AFEXDirect
  • Salesforce Einstein AI
  • Drift (Conversational AI)
  • Clari AI
  • Mozilla Firefox
  • Bookkeeping software
  • Napkin AI
  • Gemini for Workspace
  • Microsoft Excel
  • Microsoft Office software
  • Microsoft Edge
  • Apple Safari
  • Gong.io
  • Handheld computer device software
  • Electronic cash registers
  • Cash registers
  • Lottery ticket machines
  • Belt conveyors
  • Personal computers
  • Ticket dispensing machines
  • Desktop computers
  • Laser printers
  • Electronic funds transfer EFT terminals
  • Gas pump controllers
  • Money order machines
  • Food scales
  • Stationary bar code scanners
  • Cardboard balers
  • Surveillance cameras
  • Laptop computers
  • 10-key calculators
  • Handheld bar code scanners
  • Credit card readers
  • Trash compactors
  • Electronic food scales

Alternative Job Titles