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Automation Risk Analysis

Will “Instructor” be Automated?

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AI Exposure Risk

51%

“Instructor” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Instructor” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Business Teachers, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach courses in business administration and management, such as accounting, finance, human resources, labor and industrial relations, marketing, and operations research. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Avg. Annual Salary $113,840
Available Jobs (US) 81,780
Job Title & Hierarchy Code (SOC) Business Teachers, Postsecondary #25-1011
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

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

  • Develop and maintain course Web sites.

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

  • Provide professional consulting services to government or industry.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Participate in campus and community events.

  • Prepare and deliver lectures to undergraduate or graduate students on topics such as financial accounting, principles of marketing, and operations management.

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

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

  • Collaborate with members of the business community to improve programs, to develop new programs, and to provide student access to learning opportunities, such as internships.

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

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

  • Write grant proposals to procure external research funding.

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • Mentor new faculty.

  • Act as advisers to student organizations.

Technologies & Software

  • Qwen (Alibaba)
  • Microsoft Office software
  • StataCorp Stata
  • Microsoft Excel
  • Collaborative editing software
  • Claude (Anthropic)
  • Course management system software
  • Nova (Amazon)
  • Khanmigo (Khan Academy)
  • Microsoft PowerPoint
  • Image scanning software
  • ChatGPT (OpenAI)
  • Spreadsheet software
  • Google Gmail
  • Email software
  • Blackboard software
  • DeepSeek
  • Web browser software
  • DOC Cop
  • R
  • iParadigms Turnitin
  • Perplexity AI
  • Desire2Learn LMS software
  • MagicSchool AI
  • Sage 50 Accounting
  • Word processing software
  • Learning management system LMS
  • Blackboard Learn
  • Hypertext markup language HTML
  • Calendar and scheduling software
  • Kimi (Moonshot AI)
  • IBM SPSS Statistics
  • Almaris E-Learning Systems Financial Accounting Tutor
  • Llama (Meta)
  • Grok (xAI)
  • Gemini (Google)
  • Google Scholar
  • Microsoft Word
  • Mistral (Mistral AI)
  • NotebookLM (Google)
  • Duolingo AI
  • Gemini for Education
  • Napkin AI
  • SAS
  • Schoology
  • Google Docs
  • Sakai CLE
  • Instructure Canvas
  • Microsoft Outlook
  • Wireless microphones
  • Student response systems
  • Carousel slide projectors
  • Interactive whiteboard controllers
  • Television monitors
  • Interactive whiteboards
  • Liquid crystal display LCD televisions
  • Laser facsimile machines
  • Opaque projectors
  • Computer projectors
  • Computer data input scanners
  • Digital calculators
  • Personal computers
  • Conference telephones
  • Desktop computers
  • Overhead data projectors
  • Tablet computers
  • Poster printers
  • Photocopying equipment
  • MP3 digital voice recorders
  • Webcams
  • Digital video disk DVD players
  • Universal serial bus USB flash drives
  • Compact disk CD players
  • Laptop computers
  • Multi-line telephone systems
  • Computer laser printers
  • Compact digital cameras
  • Handheld microphones
  • Liquid crystal display LCD projectors
  • Videoconferencing equipment
  • Microphone podiums
  • Digital video cameras