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Automation Risk Analysis

Will “Postdoctoral Scholar (Postdoc Scholar)” be Automated?

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AI Exposure Risk

49%

“Postdoctoral Scholar (Postdoc Scholar)” will probably not 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

22%

“Postdoctoral Scholar (Postdoc Scholar)” 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 22% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mathematical Science Teachers, Postsecondary, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach courses pertaining to mathematical concepts, statistics, and actuarial science and to the application of original and standardized mathematical techniques in solving specific problems and situations. Includes both teachers primarily engaged in teaching and those who do a combination of teaching and research.

Avg. Annual Salary $92,880
Available Jobs (US) 48,820
Job Title & Hierarchy Code (SOC) Mathematical Science Teachers, Postsecondary #25-1022
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

  • Initiate, facilitate, and moderate classroom discussions.

  • 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.

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

  • Conduct faculty performance evaluations.

  • Write grant proposals to procure external research funding.

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

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

  • Prepare and deliver lectures to undergraduate or graduate students on topics such as linear algebra, differential equations, and discrete mathematics.

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

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

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

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

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

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

  • Act as advisers to student organizations.

  • Participate in campus and community events.

  • Develop department and course schedules.

  • Compile bibliographies of specialized materials for outside reading assignments.

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

Technologies & Software

  • Microsoft Excel
  • Gemini for Education
  • Web browser software
  • Khanmigo (Khan Academy)
  • iParadigms Turnitin
  • Napkin AI
  • Google Docs
  • ChatGPT (OpenAI)
  • Microsoft Visual Basic
  • Collaborative editing software
  • Perplexity AI
  • Microsoft PowerPoint
  • Learning management system LMS
  • Microsoft Visual Basic for Applications VBA
  • Calendar and scheduling software
  • Course management system software
  • Claude (Anthropic)
  • Image scanning software
  • Desmos
  • Blackboard software
  • Microsoft Word
  • NotebookLM (Google)
  • DOC Cop
  • Moodle
  • Blackboard Learn
  • SAS
  • Sakai CLE
  • Structured query language SQL
  • Duolingo AI
  • Microsoft Access
  • Desire2Learn LMS software
  • Microsoft Outlook
  • Email software
  • Microsoft Office software
  • Geogebra
  • MagicSchool AI
  • Laser facsimile machines
  • Carousel slide projectors
  • Laptop computers
  • Photocopying equipment
  • Liquid crystal display LCD televisions
  • Wireless microphones
  • Desktop computers
  • Tablet computers
  • Microphone podiums
  • MP3 digital voice recorders
  • Overhead data projectors
  • Television monitors
  • Poster printers
  • Computer data input scanners
  • Interactive whiteboard controllers
  • Digital calculators
  • Computer laser printers
  • Webcams
  • Compact digital cameras
  • Videoconferencing equipment
  • Compact disk CD players
  • Conference telephones
  • Student response systems
  • Digital video cameras
  • Multi-line telephone systems
  • Liquid crystal display LCD projectors
  • Handheld microphones
  • Multimedia projection equipment
  • Digital video disk DVD players
  • Interactive whiteboards
  • Opaque projectors