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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

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

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

  • Conduct faculty performance evaluations.

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

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

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

  • Develop department and course schedules.

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

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

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

  • Write grant proposals to procure external research funding.

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

  • Initiate, facilitate, and moderate classroom discussions.

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

  • Participate in campus and community events.

  • Act as advisers to student organizations.

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

Technologies & Software

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