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Automation Risk Analysis

Will “SPED Instructional Aide (Special Education Instructional Aide)” be Automated?

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AI Exposure Risk

17%

“SPED Instructional Aide (Special Education Instructional Aide)” 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 Instructional Aide (Special Education Instructional Aide)” 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.

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

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

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

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

  • Enforce administration policies and rules governing students.

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

  • Assist in bus loading and unloading.

  • Provide assistance to students with special needs.

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

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

  • Assist librarians in school libraries.

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

  • Requisition and stock teaching materials and supplies.

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

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

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

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

  • Clean classrooms.

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

  • Take class attendance and maintain attendance records.

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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