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Automation Risk Analysis

Will “Grader” be Automated?

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AI Exposure Risk

43%

“Grader” 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 43% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Grader” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist a preschool, elementary, middle, or secondary school teacher with instructional duties. Serve in a position for which a teacher has primary responsibility for the design and implementation of educational programs and services.

Job Title & Hierarchy Code (SOC) Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education #25-9042
ℹ️

Data is based on the reference occupation: “Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education”

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Core Skills & Abilities

  • Conduct demonstrations to teach skills, such as sports, dancing, and handicrafts.

  • Clean classrooms.

  • Teach social skills to students.

  • Assist in bus loading and unloading.

  • Present subject matter to students under the direction and guidance of teachers, using lectures, discussions, supervised role-playing methods, or by reading aloud.

  • Use computers, audio-visual aids, and other equipment and materials to supplement presentations.

  • Operate and maintain audio-visual equipment.

  • Instruct and monitor students in the use and care of equipment and materials to prevent injuries and damage.

  • Enforce administration policies and rules governing students.

  • Collect money from students for school-related projects.

  • Supervise students in classrooms, halls, cafeterias, school yards, and gymnasiums, or on field trips.

  • Discuss assigned duties with classroom teachers to coordinate instructional efforts.

  • Plan, prepare, and develop various teaching aids, such as bibliographies, charts, and graphs.

  • Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.

  • Take class attendance and maintain attendance records.

  • Attend staff meetings and serve on committees, as required.

  • Organize and supervise games and other recreational activities to promote physical, mental, and social development.

  • Participate in teacher-parent conferences regarding students' progress or problems.

  • Organize and label materials and display students' work in a manner appropriate for their eye levels and perceptual skills.

  • Maintain computers in classrooms and laboratories, and assist students with hardware and software use.

  • Observe students' performance, and record relevant data to assess progress.

  • Requisition and stock teaching materials and supplies.

  • Laminate teaching materials to increase their durability under repeated use.

  • Tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.

  • Distribute teaching materials, such as textbooks, workbooks, papers, and pencils, to students.

  • Prepare lesson materials, bulletin board displays, exhibits, equipment, and demonstrations.

  • Type, file, and duplicate materials.

  • Distribute tests and homework assignments and collect them when they are completed.

Technologies & Software

  • Microsoft Excel
  • Khanmigo (Khan Academy)
  • Perplexity AI
  • Screen magnification software
  • Kahoot!
  • Email software
  • Microsoft Outlook
  • Hand held spell checkers
  • Napkin AI
  • Claude (Anthropic)
  • Text to speech software
  • Appletree
  • NotebookLM (Google)
  • Microsoft PowerPoint
  • Microsoft Word
  • ChatGPT (OpenAI)
  • Web browser software
  • Quizlet
  • Flipgrid
  • Blackboard software
  • Padlet
  • ClassDojo
  • Loom
  • Seesaw
  • Tadpoles
  • Schoology
  • Student information systems SIS software
  • Word processing software
  • Gemini for Education
  • Automate the Schools ATS
  • High School Scheduling and Transcript HSST
  • Microsoft Office software
  • Duolingo AI
  • Google Meet
  • Children's educational software
  • Google Classroom
  • ParentSquare
  • Screen reader software
  • MagicSchool AI
  • Wireless touch screen monitors
  • Play structures
  • Sand tables
  • Trackballs
  • Laptop computers
  • Reading pens
  • Computer laser printers
  • Video cassette recorders VCR
  • Intercom systems
  • Personal computers
  • Overhead projectors
  • Emergency first aid kits
  • Toy block sets
  • Alternative computer keyboards
  • Data input scanners
  • Desktop computers
  • Compact disk CD players
  • Science activity kits
  • Digital video disk DVD players
  • Water tables
  • Digital video cameras
  • Audio tape recorders or players
  • Television monitors
  • Liquid crystal display LCD projectors
  • Microphones
  • Laminating equipment
  • Pegboards
  • Educational board games