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

  • Cash checks for customers.

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

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

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

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

  • Assist customers by providing information and resolving their complaints.

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

  • Request information or assistance, using paging systems.

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

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

  • Sort, count, and wrap currency and coins.

  • Sell tickets and other items to customers.

  • Compute and record totals of transactions.

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

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

  • Process merchandise returns and exchanges.

  • Post charges against guests' or patients' accounts.

  • Answer incoming phone calls.

  • Weigh items sold by weight to determine prices.

  • Help customers find the location of products.

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

  • Greet customers entering establishments.

  • Compile and maintain non-monetary reports and records.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles