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Automation Risk Analysis

Will “SPED TA (Special Education Teaching Assistant)” be Automated?

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AI Exposure Risk

17%

“SPED TA (Special Education Teaching Assistant)” will almost certainly 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 17% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

25%

“SPED TA (Special Education Teaching Assistant)” 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 25% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Teaching Assistants, 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 to provide academic, social, or life skills to students who have learning, emotional, or physical disabilities. 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, Special Education #25-9043
ℹ️

Data is based on the reference occupation: “Teaching Assistants, Special Education”

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Core Skills & Abilities

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

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

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

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

  • Carry out therapeutic regimens, such as behavior modification and personal development programs, under the supervision of special education instructors, psychologists, or speech-language pathologists.

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

  • Take class attendance and maintain attendance records.

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

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

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

  • Clean classrooms.

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

  • Instruct students in daily living skills required for independent maintenance and self-sufficiency, such as hygiene, safety, or food preparation.

  • Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play.

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

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

  • Provide assistance to students with special needs.

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

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

  • Prepare lesson outlines and plans in assigned subject areas and submit outlines to teachers for review.

  • Employ special educational strategies or techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, or memory.

  • Assist in bus loading and unloading.

  • Assist librarians in school libraries.

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

  • Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.

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

  • Requisition and stock teaching materials and supplies.

  • Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.

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

  • Enforce administration policies and rules governing students.

Technologies & Software

  • Automate the Schools ATS
  • Google Classroom
  • Special Education Student Information System SESIS
  • Seesaw
  • Loom
  • ClassDojo
  • Khanmigo (Khan Academy)
  • ParentSquare
  • High School Scheduling and Transcript HSST
  • Student information systems SIS software
  • Text to speech software
  • Microsoft Word
  • Napkin AI
  • Blackboard software
  • Email software
  • Microsoft Excel
  • Tadpoles
  • Gemini for Education
  • Claude (Anthropic)
  • Padlet
  • Hand held spell checkers
  • Google Meet
  • Flipgrid
  • Screen magnification software
  • NotebookLM (Google)
  • ChatGPT (OpenAI)
  • MagicSchool AI
  • Schoology
  • Web browser software
  • Quizlet
  • Screen reader software
  • Word processing software
  • Children's educational software
  • Microsoft Outlook
  • Appletree
  • Microsoft Office software
  • Microsoft PowerPoint
  • Kahoot!
  • Duolingo AI
  • Perplexity AI
  • Video cassette recorders VCR
  • Compact disk CD players
  • Sound switches
  • Braille styluses
  • Portable communication devices
  • Trackballs
  • Play structures
  • Digital video cameras
  • Computer laser printers
  • Page turners
  • Liquid crystal display LCD projectors
  • Laptop computers
  • Word prediction software
  • Pegboards
  • Data input scanners
  • Oral suction tubes
  • Intercom systems
  • Microphones
  • Desktop computers
  • Digital video disk DVD players
  • Laminating equipment
  • Communication boards
  • Portable oxygen equipment
  • Science activity kits
  • Video magnifiers
  • Enteral feeding equipment
  • Interactive whiteboards
  • Sand tables
  • Personal computers
  • Talking calculators
  • Jellybean switches
  • Braille slates
  • Emergency first aid kits
  • Reading pens
  • Toy block sets
  • Wheelchairs
  • Foot operated mouse equipment
  • Wireless touch screen monitors
  • Alternative computer keyboards
  • Educational board games
  • Teletypewriters TTY
  • Television monitors
  • Overhead projectors
  • Mouth operated joysticks
  • Head operated joysticks
  • Audio tape recorders or players
  • Water tables
  • Eye controlled computer mouse equipment