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Automation Risk Analysis

Will “Horticulture Instructor” be Automated?

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AI Exposure Risk

37%

“Horticulture Instructor” 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 37% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Horticulture Instructor” 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Sciences Teachers, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach courses in the agricultural sciences. Includes teachers of agronomy, dairy sciences, fisheries management, horticultural sciences, poultry sciences, range management, and agricultural soil conservation. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Avg. Annual Salary $97,790
Available Jobs (US) 8,700
Job Title & Hierarchy Code (SOC) Agricultural Sciences Teachers, Postsecondary #25-1041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Sciences Teachers, Postsecondary”

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Core Skills & Abilities

  • Plan, evaluate, and revise curricula, course content, and course materials and methods of instruction.

  • Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.

  • Participate in campus and community events.

  • Collaborate with colleagues to address teaching and research issues.

  • Initiate, facilitate, and moderate classroom discussions.

  • Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.

  • Serve on academic or administrative committees that deal with institutional policies, departmental matters, and academic issues.

  • Select and obtain materials and supplies, such as textbooks and laboratory equipment.

  • Prepare and deliver lectures to undergraduate or graduate students on topics such as crop production, plant genetics, and soil chemistry.

  • Advise students on academic and vocational curricula and on career issues.

  • Act as advisers to student organizations.

  • Supervise undergraduate or graduate teaching, internship, and research work.

  • Evaluate and grade students' class work, laboratory work, assignments, and papers.

  • Maintain student attendance records, grades, and other required records.

  • Compile, administer, and grade examinations, or assign this work to others.

  • Write grant proposals to procure external research funding.

  • Participate in student recruitment, registration, and placement activities.

  • Maintain regularly scheduled office hours to advise and assist students.

  • Prepare course materials, such as syllabi, homework assignments, and handouts.

  • Provide professional consulting services to government or industry.

  • Perform administrative duties, such as serving as department head.

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Supervise laboratory sessions and field work and coordinate laboratory operations.

Technologies & Software

  • iParadigms Turnitin
  • ChatGPT (OpenAI)
  • Spreadsheet software
  • MagicSchool AI
  • Web page design software
  • Sakai CLE
  • Duolingo AI
  • Desire2Learn LMS software
  • Database software
  • Perplexity AI
  • Course management system software
  • DOC Cop
  • Microsoft Office software
  • Claude (Anthropic)
  • Napkin AI
  • Collaborative editing software
  • Microsoft Outlook
  • Calendar and scheduling software
  • Web browser software
  • Microsoft Excel
  • Microsoft Word
  • Data management software
  • Gemini for Education
  • Google Docs
  • NotebookLM (Google)
  • Word processing software
  • Blackboard Learn
  • Learning management system LMS
  • Khanmigo (Khan Academy)
  • Email software
  • Epic Systems
  • Image scanning software
  • Microsoft PowerPoint
  • Television monitors
  • Digital video cameras
  • Digital calculators
  • Universal serial bus USB flash drives
  • Computer laser printers
  • Computer data input scanners
  • Laptop computers
  • Interactive whiteboards
  • Microphone podiums
  • Handheld microphones
  • Overhead data projectors
  • Carousel slide projectors
  • Desktop computers
  • Photocopying equipment
  • Opaque projectors
  • Personal computers
  • Laser facsimile machines
  • Interactive whiteboard controllers
  • Liquid crystal display LCD projectors
  • Videoconferencing equipment
  • MP3 digital voice recorders
  • Compact digital cameras
  • Multimedia projection equipment
  • Liquid crystal display LCD televisions
  • Poster printers
  • Multi-line telephone systems
  • Compact disk CD players
  • Wireless microphones
  • Student response systems
  • Digital video disk DVD players
  • Projector screens
  • Tablet computers
  • Conference telephones
  • Webcams
  • Computer projectors