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Automation Risk Analysis

Will “Toll Booth Operator (Toll Booth Op)” 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%

“Toll Booth Operator (Toll Booth Op)” 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%

“Toll Booth Operator (Toll Booth Op)” 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

  • Sell tickets and other items to customers.

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

  • Sort, count, and wrap currency and coins.

  • Request information or assistance, using paging systems.

  • Compute and record totals of transactions.

  • Weigh items sold by weight to determine prices.

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

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

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

  • Greet customers entering establishments.

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

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

  • Answer incoming phone calls.

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

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

  • Compile and maintain non-monetary reports and records.

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

  • Help customers find the location of products.

  • Cash checks for customers.

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

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

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

  • 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.

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

  • Post charges against guests' or patients' accounts.

  • Process merchandise returns and exchanges.

  • Assist customers by providing information and resolving their complaints.

Technologies & Software

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

Alternative Job Titles