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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

  • Assist customers by providing information and resolving their complaints.

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

  • Compute and record totals of transactions.

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

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

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

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

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

  • Answer incoming phone calls.

  • Greet customers entering establishments.

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

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

  • Help customers find the location of products.

  • Post charges against guests' or patients' accounts.

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

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

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

  • Compile and maintain non-monetary reports and records.

  • Weigh items sold by weight to determine prices.

  • Sell tickets and other items to customers.

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

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

  • Cash checks for customers.

  • Sort, count, and wrap currency and coins.

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

  • Request information or assistance, using paging systems.

  • Process merchandise returns and exchanges.

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

Technologies & Software

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

Alternative Job Titles