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Automation Risk Analysis

Will “Statistical Methods Teacher” be Automated?

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AI Exposure Risk

49%

“Statistical Methods Teacher” 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%

“Statistical Methods Teacher” 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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

  • Write grant proposals to procure external research funding.

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Participate in campus and community events.

  • Conduct faculty performance evaluations.

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

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

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

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

  • Act as advisers to student organizations.

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

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

  • Develop department and course schedules.

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

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

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

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

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

Technologies & Software

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