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Automation Risk Analysis

Will “Metallography Teacher” be Automated?

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AI Exposure Risk

55%

“Metallography Teacher” will maybe 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

28%

“Metallography 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 28% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Engineering Teachers, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach courses pertaining to the application of physical laws and principles of engineering for the development of machines, materials, instruments, processes, and services. Includes teachers of subjects such as chemical, civil, electrical, industrial, mechanical, mineral, and petroleum engineering. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Avg. Annual Salary $119,340
Available Jobs (US) 39,910
Job Title & Hierarchy Code (SOC) Engineering Teachers, Postsecondary #25-1032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Engineering Teachers, Postsecondary”

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Core Skills & Abilities

  • Act as advisers to student organizations.

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

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

  • Participate in campus and community events.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

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

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

  • Initiate, facilitate, and moderate class discussions.

  • Review manuscripts for professional journals.

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

  • Prepare and deliver lectures to undergraduate or graduate students on topics such as mechanics, hydraulics, and robotics.

  • Provide professional consulting services to government or industry.

  • Supervise students' laboratory work.

  • Write grant proposals to procure external research funding.

Technologies & Software

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  • Learning management system LMS
  • ChatGPT (OpenAI)
  • Google Docs
  • Dassault Systemes SolidWorks
  • Khanmigo (Khan Academy)
  • Claude (Anthropic)
  • Gemini for Education
  • Nova (Amazon)
  • Microsoft Outlook
  • Sakai CLE
  • Microsoft Excel
  • Calendar and scheduling software
  • Desire2Learn LMS software
  • Autodesk Revit
  • Grok (xAI)
  • DeepSeek
  • DOC Cop
  • C++
  • Gemini (Google)
  • Computer aided design CAD software
  • Mistral (Mistral AI)
  • Course management system software
  • PTC Creo Parametric
  • Web browser software
  • JavaScript
  • Blackboard Learn
  • Email software
  • Llama (Meta)
  • The MathWorks MATLAB
  • Duolingo AI
  • Kimi (Moonshot AI)
  • iParadigms Turnitin
  • NotebookLM (Google)
  • Dassault Systemes CATIA
  • Computer aided manufacturing CAM software
  • Perplexity AI
  • Autodesk AutoCAD
  • Collaborative editing software
  • Microsoft Project
  • Finite element analysis software
  • Image scanning software
  • Oracle Primavera Enterprise Project Portfolio Management
  • Computer numerical control CNC mills
  • Laser facsimile machines
  • Tablet computers
  • Liquid crystal display LCD projectors
  • Photocopying equipment
  • Student response systems
  • Digital video cameras
  • Multi-line telephone systems
  • Television monitors
  • Computer data input scanners
  • Digital video disk DVD players
  • Compact disk CD players
  • Universal serial bus USB flash drives
  • MP3 digital voice recorders
  • Projector screens
  • Computer projectors
  • Desktop computers
  • Videoconferencing equipment
  • Webcams
  • Microphone podiums
  • Handheld microphones
  • Laptop computers
  • Opaque projectors
  • Conference telephones
  • Interactive whiteboard controllers
  • Overhead data projectors
  • Interactive whiteboards
  • Poster printers
  • Carousel slide projectors
  • Liquid crystal display LCD televisions
  • Computer numerical control CNC lathes
  • Wireless microphones
  • Computer laser printers
  • Digital calculators
  • Compact digital cameras
  • Multimedia projection equipment

Alternative Job Titles