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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

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

  • Write grant proposals to procure external research funding.

  • Supervise students' laboratory work.

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

  • Participate in campus and community events.

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

  • Initiate, facilitate, and moderate class discussions.

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

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

  • Provide professional consulting services to government or industry.

  • Act as advisers to student organizations.

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

  • 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.

  • 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.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

  • Review manuscripts for professional journals.

Technologies & Software

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

Alternative Job Titles