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Automation Risk Analysis

Will “Adjunct Mathematics Instructor” be Automated?

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AI Exposure Risk

49%

“Adjunct Mathematics Instructor” 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%

“Adjunct Mathematics Instructor” 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

  • 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.

  • Develop department and course schedules.

  • Act as advisers to student organizations.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

  • 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.

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

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

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

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

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

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

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

  • Participate in campus and community events.

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Initiate, facilitate, and moderate classroom discussions.

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

  • Conduct faculty performance evaluations.

  • Write grant proposals to procure external research funding.

Technologies & Software

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