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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

  • Participate in campus and community events.

  • Act as advisers to student organizations.

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

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

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

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

  • 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.

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

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

  • Write grant proposals to procure external research funding.

  • Conduct faculty performance evaluations.

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

  • Develop department and course schedules.

  • Collaborate with colleagues to address teaching and research issues.

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

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

Technologies & Software

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