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Automation Risk Analysis

Will “Kettle Girl” be Automated?

Historical Context: Oxford Study (2013)

Ranked #606 of 702. Estimated risk: 94.0%

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AI Exposure Risk

39%

“Kettle Girl” 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 39% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

24%

“Kettle Girl” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Door-to-Door Sales Workers, News and Street Vendors, and Related Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Sell goods or services door-to-door or on the street.

Avg. Annual Salary $39,890
Avg. Hourly Wage $19.18
Available Jobs (US) 4,590
Job Title & Hierarchy Code (SOC) Door-to-Door Sales Workers, News and Street Vendors, and Related Workers #41-9091
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Door-to-Door Sales Workers, News and Street Vendors, and Related Workers”

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Core Skills & Abilities

  • Deliver merchandise and collect payment.

  • Stock carts or stands.

  • Circulate among potential customers or travel by foot, truck, automobile, or bicycle to deliver or sell merchandise or services.

  • Order or purchase supplies.

  • Persuade customers to purchase merchandise or services.

  • Arrange buying parties and solicit sponsorship of such parties to sell merchandise.

  • Write and record orders for merchandise or enter orders into computers.

  • Distribute product samples or literature that details products or services.

  • Develop prospect lists.

  • Set up and display sample merchandise at parties or stands.

  • Answer questions about product features and benefits.

  • Explain products or services and prices and demonstrate use of products.

Technologies & Software

  • Microsoft Office software
  • Clari AI
  • Drift (Conversational AI)
  • Meta Business AI
  • Salesforce Einstein AI
  • Microsoft Excel
  • Gong.io
  • Route mapping software
  • ChatGPT (OpenAI)
  • Web browser software
  • Operating system software
  • Gemini for Workspace
  • HubSpot AI
  • Napkin AI
  • Facebook
  • Multi-line telephone systems
  • Personal computers
  • Tape measures
  • Desktop computers
  • Global positioning system GPS receivers
  • Passenger vehicles
  • Laptop computers