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Automation Risk Analysis

Will “Remedial Math Teacher (Remedial Mathematics Teacher)” be Automated?

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AI Exposure Risk

42%

“Remedial Math Teacher (Remedial Mathematics Teacher)” 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

24%

“Remedial Math Teacher (Remedial Mathematics Teacher)” 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 24% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Special Education Teachers, Middle School, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Teach academic, social, and life skills to middle 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.

Avg. Annual Salary $72,310
Available Jobs (US) 95,330
Job Title & Hierarchy Code (SOC) Special Education Teachers, Middle School #25-2057
Wage vs. National Median
ℹ️

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

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Core Skills & Abilities

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

  • Monitor teachers and teacher assistants to ensure that they adhere to inclusive special education program requirements.

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

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

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

  • Perform administrative duties, such as school library assistance, hall and cafeteria monitoring, and bus loading and unloading.

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

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

  • Establish and enforce rules for behavior and policies and procedures to maintain order among students.

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

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

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

  • Instruct through lectures, discussions, and demonstrations in one or more subjects, such as English, mathematics, or social studies.

  • Maintain accurate and complete student records, and prepare reports on children and activities, as required by laws, district policies, and administrative regulations.

  • Modify the general education curriculum for students with disabilities, based upon a variety of instructional techniques and instructional technology.

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

  • Meet with parents and guardians to discuss their children's progress and to determine priorities for their children and their resource needs.

  • Meet with parents and guardians to provide guidance in using community resources and to teach skills for dealing with students' impairments.

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

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

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

  • Prepare for assigned classes, and show written evidence of preparation upon request of immediate supervisors.

  • Plan and supervise class projects, field trips, visits by guest speakers, or other experiential activities, and guide students in learning from those activities.

  • Supervise, evaluate, and plan assignments for teacher assistants and volunteers.

  • Organize and label materials and display students' work.

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

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

  • Select, store, order, issue, and inventory classroom equipment, materials, and supplies.

  • Provide additional instruction in vocational areas.

  • Collaborate with other teachers that provide instruction to special education students to ensure that the students receive appropriate support.

  • Develop and implement strategies to meet the needs of students with a variety of handicapping conditions.

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

  • Develop or write Individualized Education Programs (IEPs) for students.

  • Visit schools to tutor students with sensory impairments and to consult with teachers regarding students' special needs.

  • Confer with parents or guardians, other teachers, counselors, and administrators to resolve students' behavioral and academic problems.

  • Administer standardized ability and achievement tests, and interpret results to determine students' strengths and needs.

  • Prepare objectives and outlines for courses of study, following curriculum guidelines or requirements of states and schools.

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

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

  • Prepare materials and classrooms for class activities.

Technologies & Software

  • Napkin AI
  • Microsoft Excel
  • Google Classroom
  • Microsoft Word
  • Gemini for Education
  • Perplexity AI
  • Apple macOS
  • Microsoft Outlook
  • Screen magnification software
  • Duolingo AI
  • Web browser software
  • Seesaw
  • Claude (Anthropic)
  • Blackboard software
  • MagicSchool AI
  • Microsoft SharePoint
  • Screen reader software
  • NotebookLM (Google)
  • ChatGPT (OpenAI)
  • Schoology
  • Padlet
  • EasyCBM
  • Video editing software
  • Common Curriculum
  • Voice activated software
  • Pear Deck
  • Hand held spell checkers
  • Text to speech software
  • Flipgrid
  • Khanmigo (Khan Academy)
  • Email software
  • Microsoft PowerPoint
  • Microsoft Office software
  • Pencil compasses
  • Interactive whiteboards
  • Emergency first aid kits
  • Video cassette recorders VCR
  • Page turners
  • Braille styluses
  • Dissection scalpels
  • Video camcorders
  • Alternative computer keyboards
  • Video magnifiers
  • Jellybean switches
  • Portable oxygen equipment
  • Enteral feeding equipment
  • Teletypewriters TTY
  • Sound switches
  • Safety goggles
  • Eye controlled computer mouse equipment
  • Audio tape recorders or players
  • Bunsen burners
  • Desktop computers
  • Communication boards
  • Reading pens
  • Portable communication devices
  • Laboratory heating plates
  • Optical compound microscopes
  • Personal computers
  • Photocopying equipment
  • Foot operated mouse equipment
  • Digital video cameras
  • Laptop computers
  • Talking calculators
  • Science activity kits
  • Mouth operated joysticks
  • Glass beakers
  • Trackballs
  • Head operated joysticks
  • Wireless touch screen monitors
  • Laminating equipment
  • Assistive amplification systems
  • Braille slates
  • Wheelchairs
  • Word prediction software
  • Tablet computers
  • Microphones
  • Oral suction tubes
  • Television monitors
  • Computer laser printers
  • Safety gloves
  • Document cameras

Alternative Job Titles