Will AI replace Teaching Assistants, Special Education?

AI can do 34% of the work Teaching Assistants, Special Education do at least twice as fast. People already use it for 2 of their 30 tasks, while 10 more are ready but barely used so far. Robots can technically handle 5 physical tasks. 13 still need a person.

AI is already doing this2 · 13% of time

People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.

  • Tutor and assist children individually or in small groups to help them master assignments and to reinforce learning concepts presented by teachers.Mostly automated12% of time
  • Use computers, audio-visual aids, and other equipment and materials to supplement presentations.Mostly automated1% of time

AI could do this next10 · 21% of time

AI can speed these up by at least half, but real use has not caught up yet. These are next in line.

  • Observe students' performance, and record relevant data to assess progress.6% of time
  • Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.6% of time
  • Grade homework and tests, and compute and record results, using answer sheets or electronic marking devices.1% of time
  • Maintain computers in classrooms and laboratories, and assist students with hardware and software use.1% of time
  • Organize and label materials and display students' work in a manner appropriate for their eye levels and perceptual skills.1% of time
  • Participate in teacher-parent conferences regarding students' progress or problems.1% of time
  • Prepare lesson materials, bulletin board displays, exhibits, equipment, and demonstrations.1% of time
  • Take class attendance and maintain attendance records.1% of time
  • Assist librarians in school libraries.under 1% of time
  • Prepare lesson outlines and plans in assigned subject areas and submit outlines to teachers for review.under 1% of time

Robots can technically do this5 · 6% of time

Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.

  • Clean classrooms.Robots: purpose built settings1% of time
  • Distribute teaching materials, such as textbooks, workbooks, papers, and pencils, to students.Robots: purpose built settings1% of time
  • Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play.Robots: purpose built settings1% of time
  • Requisition and stock teaching materials and supplies.Robots: purpose built settings1% of time
  • Laminate teaching materials to increase their durability under repeated use.Robots: purpose built settingsunder 1% of time

Still needs a person13 · 60% of time

No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.

  • Provide assistance to students with special needs.12% of time
  • Supervise students in classrooms, halls, cafeterias, school yards, and gymnasiums, or on field trips.9% of time
  • Carry out therapeutic regimens, such as behavior modification and personal development programs, under the supervision of special education instructors, psychologists, or speech-language pathologists.7% of time
  • Employ special educational strategies or techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, or memory.4% of time
  • Instruct students in daily living skills required for independent maintenance and self-sufficiency, such as hygiene, safety, or food preparation.4% of time
  • Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.4% of time
  • Assist in bus loading and unloading.3% of time
  • Attend staff meetings and serve on committees, as required.3% of time
  • Discuss assigned duties with classroom teachers to coordinate instructional efforts.3% of time
  • Enforce administration policies and rules governing students.3% of time
  • Organize and supervise games and other recreational activities to promote physical, mental, and social development.3% of time
  • Present subject matter to students under the direction and guidance of teachers, using lectures, discussions, supervised role-playing methods, or by reading aloud.3% of time
  • Instruct and monitor students in the use and care of equipment and materials to prevent injuries and damage.1% of time

Your week is not the average

Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.

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What this means

AI can speed up parts of this job, mostly the paperwork and information work around it. The core still depends on hands, presence or relationships.

What to do next

  • Do the 2 tasks AI is already handling with AI yourself. Your peers already are, and it is quickly becoming the baseline.
  • Get ahead on the 10 tasks AI could do next. These move as tools improve, so learning them early pays off.
  • Keep an eye on the 5 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
  • Build on the 13 tasks that stay human. This is where your judgment, skill and relationships matter most.
Teaching Assistants, Preschool, Elementary, Middle, and Secondary School, Except Special Education45%Teaching Assistants, Postsecondary64%Farm and Home Management Educators68%Instructional Coordinators77%Museum Technicians and Conservators39%Kindergarten Teachers, Except Special Education45%

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