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Automation Risk Analysis

Will “Topology Professor” be Automated?

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AI Exposure Risk

49%

“Topology Professor” 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 Professor” 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 student attendance records, grades, and other required records.

  • Participate in campus and community events.

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

  • Develop department and course schedules.

  • Collaborate with colleagues to address teaching and research issues.

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

  • Act as advisers to student organizations.

  • 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.

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • 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.

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

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

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

  • Conduct faculty performance evaluations.

Technologies & Software

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