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Automation Risk Analysis

Will “Instructor” be Automated?

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AI Exposure Risk

49%

“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 49% 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 Mathematical Science Teachers, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach courses pertaining to mathematical concepts, statistics, and actuarial science and to the application of original and standardized mathematical techniques in solving specific problems and situations. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Avg. Annual Salary $92,880
Available Jobs (US) 48,820
Job Title & Hierarchy Code (SOC) Mathematical Science Teachers, Postsecondary #25-1022
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

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

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

  • Act as advisers to student organizations.

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

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

  • Conduct faculty performance evaluations.

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • Prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.

  • Write grant proposals to procure external research funding.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

  • Participate in campus and community events.

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

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

  • Develop department and course schedules.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

Technologies & Software

  • Structured query language SQL
  • Sakai CLE
  • Collaborative editing software
  • Blackboard Learn
  • Moodle
  • Napkin AI
  • Duolingo AI
  • Blackboard software
  • DOC Cop
  • Desmos
  • Microsoft Access
  • Microsoft Visual Basic
  • Microsoft PowerPoint
  • Gemini for Education
  • SAS
  • Web browser software
  • Course management system software
  • iParadigms Turnitin
  • Khanmigo (Khan Academy)
  • Claude (Anthropic)
  • Microsoft Excel
  • Geogebra
  • Microsoft Word
  • Microsoft Outlook
  • NotebookLM (Google)
  • Learning management system LMS
  • MagicSchool AI
  • Google Docs
  • Microsoft Office software
  • Desire2Learn LMS software
  • Email software
  • Calendar and scheduling software
  • Perplexity AI
  • Microsoft Visual Basic for Applications VBA
  • Image scanning software
  • ChatGPT (OpenAI)
  • Laser facsimile machines
  • Student response systems
  • Liquid crystal display LCD projectors
  • Interactive whiteboards
  • Digital video disk DVD players
  • MP3 digital voice recorders
  • Multi-line telephone systems
  • Tablet computers
  • Conference telephones
  • Compact digital cameras
  • Multimedia projection equipment
  • Handheld microphones
  • Digital calculators
  • Overhead data projectors
  • Computer data input scanners
  • Opaque projectors
  • Microphone podiums
  • Interactive whiteboard controllers
  • Poster printers
  • Computer laser printers
  • Desktop computers
  • Compact disk CD players
  • Television monitors
  • Photocopying equipment
  • Videoconferencing equipment
  • Liquid crystal display LCD televisions
  • Digital video cameras
  • Laptop computers
  • Wireless microphones
  • Webcams
  • Carousel slide projectors