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Automation Risk Analysis

Will “Refrigeration Engineering Teacher” be Automated?

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AI Exposure Risk

55%

“Refrigeration Engineering 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%

“Refrigeration Engineering 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

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

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

  • Initiate, facilitate, and moderate class discussions.

  • Write grant proposals to procure external research funding.

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

  • Provide professional consulting services to government or industry.

  • Act as advisers to student organizations.

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

  • Review manuscripts for professional journals.

  • Collaborate with colleagues to address teaching and research issues.

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

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

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

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

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

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

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

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

  • Participate in campus and community events.

  • 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.

  • Supervise students' laboratory work.

Technologies & Software

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

Alternative Job Titles