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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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

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

  • Act as advisers to student organizations.

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

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

  • Write grant proposals to procure external research funding.

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

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

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

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

  • Participate in campus and community events.

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

  • Provide professional consulting services to government or industry.

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

Technologies & Software

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