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Automation Risk Analysis

Will “Yard Caller” be Automated?

Historical Context: Oxford Study (2013)

Ranked #599 of 702. Estimated risk: 94.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

53%

“Yard Caller” will maybe 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“Yard Caller” 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 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Couriers and Messengers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Pick up and deliver messages, documents, packages, and other items between offices or departments within an establishment or directly to other business concerns, traveling by foot, bicycle, motorcycle, automobile, or public conveyance.

Avg. Annual Salary $40,060
Avg. Hourly Wage $19.26
Available Jobs (US) 71,920
Job Title & Hierarchy Code (SOC) Couriers and Messengers #43-5021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Couriers and Messengers”

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Core Skills & Abilities

  • Perform routine maintenance on delivery vehicles, such as monitoring fluid levels and replenishing fuel.

  • Use telephone to deliver verbal messages.

  • Perform general office or clerical work, such as filing materials, operating duplicating machines, or running errands.

  • Obtain signatures and payments, or arrange for recipients to make payments.

  • Walk, ride bicycles, drive vehicles, or use public conveyances to reach destinations to deliver messages or materials.

  • Load vehicles with listed goods, ensuring goods are loaded correctly and taking precautions with hazardous goods.

  • Deliver messages and items, such as newspapers, documents, and packages, between establishment departments and to other establishments and private homes.

  • Record information, such as items received and delivered and recipients' responses to messages.

  • Sort items to be delivered according to the delivery route.

  • Check with home offices after completed deliveries to confirm deliveries and collections and to receive instructions for other deliveries.

  • Receive messages or materials to be delivered, and information on recipients, such as names, addresses, telephone numbers, and delivery instructions, communicated via telephone, two-way radio, or in person.

  • Deliver and pick up medical records, lab specimens, and medications to and from hospitals and other medical facilities.

  • Collect, seal, and stamp outgoing mail, using postage meters and envelope sealers.

  • Plan and follow the most efficient routes for delivering goods.

  • Unload and sort items collected along delivery routes.

Technologies & Software

  • Gemini (Google)
  • ChatGPT (OpenAI)
  • Microsoft Outlook
  • Perplexity AI
  • Microsoft Office software
  • Grammarly AI
  • Microsoft Copilot
  • Grok (xAI)
  • UiPath (RPA + AI)
  • Nova (Amazon)
  • Zapier AI
  • Qwen (Alibaba)
  • Gemini for Workspace
  • Claude (Anthropic)
  • Mistral (Mistral AI)
  • Notion AI
  • Llama (Meta)
  • Microsoft Excel
  • Kimi (Moonshot AI)
  • Otter.ai
  • Napkin AI
  • Route mapping software
  • Microsoft Word
  • DeepSeek
  • Laser facsimile machines
  • Document shredders
  • Lockboxes
  • High-reach forklifts
  • Computer data input scanners
  • Mobile radios
  • Hydraulic lift tables
  • Pallet jacks
  • Wireless barcode scanners
  • Protective safety glasses
  • Hard hats
  • Passenger vehicles
  • Warehouse forklifts
  • Mail addressing machines
  • Handheld radio frequency RF scanners
  • Stepladders
  • Safety belts
  • Envelope sealers
  • Bicycles
  • Personal computers
  • Bank deposit bags
  • Stamping equipment
  • Tablet computers
  • Postage meters
  • Hazardous material packaging
  • Passenger vans
  • Motorcycles
  • Global positioning system GPS devices
  • Copy machines
  • Mopeds
  • Delivery trucks