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Automation Risk Analysis

Will “Developmental Mathematics Professor” be Automated?

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AI Exposure Risk

49%

“Developmental Mathematics 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%

“Developmental Mathematics 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

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

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

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Develop department and course schedules.

  • Collaborate with colleagues to address teaching and research issues.

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

  • Write grant proposals to procure external research funding.

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

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

  • Conduct faculty performance evaluations.

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

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

  • Participate in campus and community events.

  • Act as advisers to student organizations.

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

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

  • 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.

  • Initiate, facilitate, and moderate classroom discussions.

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

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

Technologies & Software

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