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Automation Risk Analysis

Will “Topology Teacher” be Automated?

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AI Exposure Risk

49%

“Topology Teacher” 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%

“Topology Teacher” 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

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

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

  • Participate in campus and community events.

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

  • Collaborate with colleagues to address teaching and research issues.

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • Write grant proposals to procure external research funding.

  • Conduct faculty performance evaluations.

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Develop department and course schedules.

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

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

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

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

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

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

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

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

  • Act as advisers to student organizations.

Technologies & Software

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