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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

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

  • Participate in campus and community events.

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

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

  • Initiate, facilitate, and moderate classroom discussions.

  • Develop department and course schedules.

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

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

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

  • Write grant proposals to procure external research funding.

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

  • Conduct faculty performance evaluations.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

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

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

  • Act as advisers to student organizations.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

Technologies & Software

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