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Automation Risk Analysis

Will “Extension Agricultural Agent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #38 of 702. Estimated risk: 0.8%

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AI Exposure Risk

48%

“Extension Agricultural Agent” 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

34%

“Extension Agricultural Agent” 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 34% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Farm and Home Management Educators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Instruct and advise individuals and families engaged in agriculture, agricultural-related processes, or home management activities. Demonstrate procedures and apply research findings to advance agricultural and home management activities. May develop educational outreach programs. May instruct on either agricultural issues such as agricultural processes and techniques, pest management, and food safety, or on home management issues such as budgeting, nutrition, and child development.

Avg. Annual Salary $60,470
Avg. Hourly Wage $29.07
Available Jobs (US) 10,260
Job Title & Hierarchy Code (SOC) Farm and Home Management Educators #25-9021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Farm and Home Management Educators”

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Core Skills & Abilities

  • Conduct classes or deliver lectures on subjects such as nutrition, home management, and farming techniques.

  • Organize, advise, and participate in community activities and organizations, such as county and state fair events and 4-H Clubs.

  • Schedule and make regular visits to farmers.

  • Research information requested by farmers.

  • Conduct agricultural research, analyze data, and prepare research reports.

  • Provide direct assistance to farmers by performing activities such as purchasing or selling products and supplies, supervising properties, and collecting soil and herbage samples for testing.

  • Collect and evaluate data to determine community program needs.

  • Set and monitor production targets.

  • Maintain records of services provided and the effects of advice given.

  • Act as an advocate for farmers or farmers' groups.

  • Advise farmers and demonstrate techniques in areas such as feeding and health maintenance of livestock, growing and harvesting practices, and financial planning.

  • Collaborate with producers to diagnose and prevent management and production problems.

  • Collaborate with social service and health care professionals to advise individuals and families on home management practices, such as budget planning, meal preparation, and time management.

  • Conduct field demonstrations of new products, techniques, or services.

  • Prepare and distribute leaflets, pamphlets, and visual aids for educational and informational purposes.

Technologies & Software

  • Microsoft Internet Explorer
  • Perplexity AI
  • Napkin AI
  • NotebookLM (Google)
  • ChatGPT (OpenAI)
  • Adobe Experience Manager (AEM)
  • ESRI ArcGIS software
  • Microsoft Dynamics
  • Microsoft SharePoint
  • Order management software
  • Microsoft Office software
  • MagicSchool AI
  • Microsoft PowerPoint
  • Khanmigo (Khan Academy)
  • Microsoft Word
  • Claude (Anthropic)
  • SAP software
  • ServiceNow
  • Web browser software
  • Microsoft Outlook
  • Kahoot!
  • Gemini for Education
  • Image editing software
  • Duolingo AI
  • Microsoft Excel
  • Geographic information system GIS software
  • Laptop computers
  • Desktop computers
  • Personal computers
  • Personal digital assistants PDA
  • Overhead display projectors
  • Digital cameras

Alternative Job Titles