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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

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

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

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

  • 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.

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

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

  • Unload and sort items collected along delivery routes.

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

  • Use telephone to deliver verbal messages.

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

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

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

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

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

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

Technologies & Software

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