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Automation Risk Analysis

Will “Field Contractor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #506 of 702. Estimated risk: 87.0%

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AI Exposure Risk

45%

“Field Contractor” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Field Contractor” 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 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Buyers and Purchasing Agents, Farm Products, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Purchase farm products either for further processing or resale. Includes tree farm contractors, grain brokers and market operators, grain buyers, and tobacco buyers. May negotiate contracts.

Job Title & Hierarchy Code (SOC) Buyers and Purchasing Agents, Farm Products #13-1021
ℹ️

Data is based on the reference occupation: “Buyers and Purchasing Agents, Farm Products”

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Core Skills & Abilities

  • Review orders to determine product types and quantities required to meet demand.

  • Advise farm groups or growers on land preparation or livestock care techniques that will maximize the quantity and quality of production.

  • Maintain records of business transactions and product inventories, reporting data to companies or government agencies as necessary.

  • Calculate applicable government grain quotas.

  • Arrange for transportation or storage of purchased products.

  • Purchase, for further processing or for resale, farm products, such as milk, grains, or Christmas trees.

  • Coordinate or direct activities of workers engaged in cutting, transporting, storing, or milling products and maintaining records.

  • Examine or test crops or products to estimate their value, determine their grade, or locate any evidence of disease or insect damage.

  • Sell supplies, such as seed, feed, fertilizers, or insecticides, arranging for loans or financing as necessary.

  • Estimate land production possibilities, surveying property and studying factors such as crop rotation history, soil fertility, or irrigation facilities.

  • Arrange for processing or resale of purchased products.

  • Negotiate contracts with farmers for the production or purchase of farm products.

Technologies & Software

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  • Oracle Database
  • Deltek Costpoint
  • Product producer databases
  • Word processing software
  • Perplexity AI
  • Napkin AI
  • Microsoft Word
  • Tableau AI
  • Microsoft Access
  • Planful AI
  • Salesforce software
  • Web browser software
  • SAP software
  • Claude (Anthropic)
  • Enterprise resource planning ERP system
  • Gemini for Workspace
  • Alteryx AI
  • Amazon Web Services AWS software
  • ChatGPT (OpenAI)
  • Microsoft Excel
  • DataRobot
  • Microsoft Dynamics GP
  • Microsoft Copilot
  • Microsoft Office software
  • Inventory management systems
  • Customer relationship management CRM software
  • IBM Lotus Notes
  • Precision rulers
  • Multi-line telephone systems
  • Desktop computers
  • Laptop computers
  • Digital micrometers
  • Bulk weighing systems
  • 10-key calculators
  • Personal computers
  • Livestock scales
  • Grain testers

Alternative Job Titles