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Automation Risk Analysis

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

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AI Exposure Risk

17%

“SPED TA (Special Education Teacher 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 Teacher 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

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

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

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

  • Provide assistance to students with special needs.

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

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

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

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

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

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

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

  • Requisition and stock teaching materials and supplies.

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

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

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

  • Take class attendance and maintain attendance records.

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

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

  • Enforce administration policies and rules governing students.

  • Clean classrooms.

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

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

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

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

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

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

  • Assist librarians in school libraries.

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

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

  • Assist in bus loading and unloading.

Technologies & Software

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