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Automation Risk Analysis

Will “Sampling Theory Teacher” be Automated?

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AI Exposure Risk

49%

“Sampling Theory 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%

“Sampling Theory 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

  • Develop department and course schedules.

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

  • Conduct faculty performance evaluations.

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

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

  • Act as advisers to student organizations.

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

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

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

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

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

  • Participate in campus and community events.

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

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

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

  • Initiate, facilitate, and moderate classroom discussions.

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

  • Write grant proposals to procure external research funding.

Technologies & Software

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