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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

  • Help customers find the location of products.

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

  • Assist customers by providing information and resolving their complaints.

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

  • Weigh items sold by weight to determine prices.

  • Compile and maintain non-monetary reports and records.

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

  • Sell tickets and other items to customers.

  • Greet customers entering establishments.

  • Request information or assistance, using paging systems.

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

  • Compute and record totals of transactions.

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

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

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

  • Cash checks for customers.

  • Process merchandise returns and exchanges.

  • Answer incoming phone calls.

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

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

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

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

  • Post charges against guests' or patients' accounts.

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

  • Sort, count, and wrap currency and coins.

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

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

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

Technologies & Software

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

Alternative Job Titles