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Automation Risk Analysis

Will “Lecturer” be Automated?

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AI Exposure Risk

49%

“Lecturer” 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%

“Lecturer” 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.

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

  • 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.

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Collaborate with colleagues to address teaching and research issues.

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

  • Participate in campus and community events.

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

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

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

  • Initiate, facilitate, and moderate classroom discussions.

  • Write grant proposals to procure external research funding.

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

  • Develop department and course schedules.

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

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

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

  • Act as advisers to student organizations.

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

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

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

  • Conduct faculty performance evaluations.

Technologies & Software

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