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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

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

  • Conduct faculty performance evaluations.

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

  • Write grant proposals to procure external research funding.

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

  • 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.

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

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

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

  • Participate in campus and community events.

  • Compile bibliographies of specialized materials for outside reading assignments.

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

  • Develop department and course schedules.

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

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

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

  • Initiate, facilitate, and moderate classroom discussions.

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

  • 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.

  • Collaborate with colleagues to address teaching and research issues.

  • Act as advisers to student organizations.

Technologies & Software

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