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Automation Risk Analysis

Will “Specimen Collector” 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%

“Specimen Collector” 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%

“Specimen 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 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

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

  • 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.

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

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

  • Unload and sort items collected along delivery routes.

  • 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.

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

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

  • Use telephone to deliver verbal messages.

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

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

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

  • 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

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