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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

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

  • Develop department and course schedules.

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

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

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

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

  • Collaborate with colleagues to address teaching and research issues.

  • Act as advisers to student organizations.

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

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

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

  • Participate in campus and community events.

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

  • Compile bibliographies of specialized materials for outside reading assignments.

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

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

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

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

  • Conduct faculty performance evaluations.

  • Write grant proposals to procure external research funding.

Technologies & Software

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