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Automation Risk Analysis

Will “Calculus Professor” be Automated?

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AI Exposure Risk

49%

“Calculus 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%

“Calculus 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

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

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

  • 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.

  • Act as advisers to student organizations.

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

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

  • Develop department and course schedules.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Write grant proposals to procure external research funding.

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

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

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

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

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

  • Participate in campus and community events.

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

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

  • Conduct faculty performance evaluations.

Technologies & Software

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