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Automation Risk Analysis

Will “Calculus Teacher” be Automated?

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AI Exposure Risk

49%

“Calculus 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%

“Calculus 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

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

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

  • Conduct faculty performance evaluations.

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

  • 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.

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

  • Initiate, facilitate, and moderate classroom discussions.

  • Develop department and course schedules.

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

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

  • Participate in campus and community events.

  • Write grant proposals to procure external research funding.

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

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

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

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

  • Act as advisers to student organizations.

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

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

Technologies & Software

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