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Automation Risk Analysis

Will “Errand Runner” 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%

“Errand Runner” 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%

“Errand Runner” 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

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

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

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

  • 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.

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

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

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

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

  • Use telephone to deliver verbal messages.

  • Unload and sort items collected along delivery routes.

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

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

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

  • 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.

Technologies & Software

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