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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

  • 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.

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

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

  • 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.

  • Conduct faculty performance evaluations.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Act as advisers to student organizations.

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

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

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

  • Develop department and course schedules.

  • Collaborate with colleagues to address teaching and research issues.

  • Participate in campus and community events.

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

  • Write grant proposals to procure external research funding.

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

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

Technologies & Software

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