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Automation Risk Analysis

Will “Family Development Extension Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #38 of 702. Estimated risk: 0.8%

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AI Exposure Risk

48%

“Family Development Extension Specialist” 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%

“Family Development Extension Specialist” 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

  • Schedule and make regular visits to farmers.

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

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

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

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

  • Set and monitor production targets.

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

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

  • 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.

  • 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.

  • Research information requested by farmers.

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

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

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

Technologies & Software

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

Alternative Job Titles