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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

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

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

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

  • Participate in campus and community events.

  • Conduct faculty performance evaluations.

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

  • 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.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

  • Develop department and course schedules.

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

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

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

  • Act as advisers to student organizations.

Technologies & Software

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