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Automation Risk Analysis

Will “Math Interventionist (Mathematics Interventionist)” be Automated?

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AI Exposure Risk

45%

“Math Interventionist (Mathematics Interventionist)” 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 45% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

26%

“Math Interventionist (Mathematics Interventionist)” 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 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Special Education Teachers, Elementary School, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach academic, social, and life skills to elementary school students with learning, emotional, or physical disabilities. Includes teachers who specialize and work with students who are blind or have visual impairments; students who are deaf or have hearing impairments; and students with intellectual disabilities.

Job Title & Hierarchy Code (SOC) Special Education Teachers, Elementary School #25-2056
ℹ️

Data is based on the reference occupation: “Special Education Teachers, Elementary School”

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Core Skills & Abilities

  • Instruct students with disabilities in academic subjects, using a variety of techniques, such as phonetics, multisensory learning, or repetition to reinforce learning and meet students' varying needs.

  • Coordinate placement of students with special needs into mainstream classes.

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

  • Confer with other staff members to plan or schedule lessons promoting learning, following approved curricula.

  • Plan or conduct activities for a balanced program of instruction, demonstration, and work time that provides students with opportunities to observe, question, and investigate.

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

  • Guide or counsel students with adjustment problems, academic problems, or special academic interests.

  • Provide assistive devices, supportive technology, or assistance accessing facilities, such as restrooms.

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

  • Develop or implement strategies to meet the needs of students with a variety of disabilities.

  • Plan or supervise experiential learning activities, such as class projects, field trips, demonstrations, or visits by guest speakers.

  • Observe and evaluate students' performance, behavior, social development, and physical health.

  • Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or school or state requirements.

  • Teach students personal development skills, such as goal setting, independence, or self-advocacy.

  • Meet with parents or guardians to discuss their children's progress, advise them on using community resources, or teach skills for dealing with students' impairments.

  • Interpret the results of standardized tests to determine students' strengths and areas of need.

  • Establish and communicate clear objectives for all lessons, units, and projects to students.

  • Collaborate with other teachers or administrators to develop, evaluate, or revise elementary school programs.

  • Attend professional meetings, educational conferences, or teacher training workshops to maintain or improve professional competence.

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

  • Maintain accurate and complete student records as required by laws, district policies, or administrative regulations.

  • Administer standardized ability and achievement tests to elementary students with special needs.

  • Encourage students to explore learning opportunities or persevere with challenging tasks to prepare them for later grades.

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

  • Confer with parents, administrators, testing specialists, social workers, or other professionals to develop individual educational plans (IEPs) for students' educational, physical, or social development.

  • Monitor teachers or teacher assistants to ensure adherence to special education program requirements.

  • Establish and enforce rules for behavior and procedures for maintaining order among students.

  • Modify the general elementary education curriculum for students with disabilities.

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

  • Prepare, administer, or grade tests or assignments to evaluate students' progress.

Technologies & Software

  • Khanmigo (Khan Academy)
  • Microsoft Excel
  • NotebookLM (Google)
  • Microsoft Word
  • Napkin AI
  • Voice activated software
  • Drawing software
  • Nuance Dragon NaturallySpeaking
  • Rethink Ed
  • Screen magnification software
  • Screen reader software
  • The vOICe Learning Edition
  • Duolingo AI
  • goQ WordQ
  • Synapse outSPOKEN
  • Claude (Anthropic)
  • Gemini for Education
  • Microsoft PowerPoint
  • Children's educational software
  • Web browser software
  • Microsoft Outlook
  • Scientific Learning Fast ForWord
  • Email software
  • Word processing software
  • ChatGPT (OpenAI)
  • Perplexity AI
  • American Sign Language Browser
  • Individualized Educational Program IEP software
  • Microsoft Office software
  • EasyCBM
  • MagicSchool AI
  • Braille writers
  • Pegboards
  • Laser canes
  • Head operated joysticks
  • Talking thermometers
  • Play structures
  • Portable communication boards
  • Educational puzzles
  • Educational board games
  • Walkers
  • Adaptive scissors
  • Oral suction tubes
  • Voice output devices
  • Laptop computers
  • Laminating equipment
  • Motorized scooters
  • Photocopying equipment
  • Mouth operated joysticks
  • Large display calculators
  • Overhead data projectors
  • Compact digital cameras
  • Pencil compasses
  • Toy block sets
  • Standing aids
  • Adaptive paint brushes
  • FM amplification systems
  • Powered wheelchairs
  • Interactive whiteboards
  • Computer data input scanners
  • Optical pointing devices
  • Water tables
  • Science activity kits
  • Computer voice input devices
  • Document cameras
  • Emergency first aid kits
  • Reading pens
  • Braille label makers
  • Page turners
  • Braille rulers
  • Personal computers
  • Braille note-taking systems
  • Desktop computers
  • Eye controlled computer mouse equipment
  • Compact disk CD players
  • Digital audio recorders
  • Sound switches
  • Jellybean switches
  • Sand tables
  • Wheelchairs
  • Enteral feeding equipment
  • Hearing aid devices
  • Wireless touch screen monitors
  • Trackballs
  • Alternative computer keyboards
  • Foot operated computer mouse equipment
  • Talking calculators
  • Optical compound microscopes
  • Telecommunication devices TDD
  • Computer laser printers

Alternative Job Titles