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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

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

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

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

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

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

  • Review manuscripts for professional journals.

  • Collaborate with colleagues to address teaching and research issues.

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

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

  • 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.

  • Act as advisers to student organizations.

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

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

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

  • Provide professional consulting services to government or industry.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

  • Write grant proposals to procure external research funding.

  • Initiate, facilitate, and moderate class discussions.

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

  • Participate in campus and community events.

  • Supervise students' laboratory work.

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

Technologies & Software

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  • Microsoft Word
  • Kimi (Moonshot AI)
  • Microsoft Office software
  • Learning management system LMS
  • Google Docs
  • Grok (xAI)
  • NotebookLM (Google)
  • ChatGPT (OpenAI)
  • iParadigms Turnitin
  • Course management system software
  • Microsoft Project
  • Qwen (Alibaba)
  • PTC Creo Parametric
  • Computer aided manufacturing CAM software
  • Gemini for Education
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  • Collaborative editing software
  • JavaScript
  • Khanmigo (Khan Academy)
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  • Computer aided design CAD software
  • Llama (Meta)
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  • Napkin AI
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  • Microsoft Outlook
  • Microsoft PowerPoint
  • Mistral (Mistral AI)
  • Digital video disk DVD players
  • Compact digital cameras
  • Photocopying equipment
  • Overhead data projectors
  • Television monitors
  • Student response systems
  • Computer numerical control CNC lathes
  • Computer data input scanners
  • Conference telephones
  • MP3 digital voice recorders
  • Multi-line telephone systems
  • Digital calculators
  • Computer numerical control CNC mills
  • Wireless microphones
  • Carousel slide projectors
  • Laptop computers
  • Videoconferencing equipment
  • Computer laser printers
  • Liquid crystal display LCD televisions
  • Liquid crystal display LCD projectors
  • Interactive whiteboard controllers
  • Microphone podiums
  • Tablet computers
  • Laser facsimile machines
  • Opaque projectors
  • Computer projectors
  • Multimedia projection equipment
  • Universal serial bus USB flash drives
  • Handheld microphones
  • Interactive whiteboards
  • Desktop computers
  • Compact disk CD players
  • Digital video cameras
  • Projector screens
  • Webcams
  • Poster printers

Alternative Job Titles