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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

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

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

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

  • Initiate, facilitate, and moderate class discussions.

  • Participate in campus and community events.

  • Review manuscripts for professional journals.

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

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

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

  • Provide professional consulting services to government or industry.

  • Compile bibliographies of specialized materials for outside reading assignments.

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

  • Supervise students' laboratory work.

  • Write grant proposals to procure external research funding.

  • Act as advisers to student organizations.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles