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Special Education Teachers, Preschool

Teach academic, social, and life skills to preschool-aged 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.

29,510 people do this job in the US. $64,830 a year.

now
15%

of the working time. Estimate.

Kinds of work
  • 26%
  • 5%
  • 69%
1%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 26% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 11%. Today's estimate: 15%.

0%5%10%15%20%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 3% within reachClaude Opus 4.5, November 2025: 3% within reachGPT-5.2, December 2025: 4% within reachClaude Opus 4.6, February 2026: 4% within reachClaude Mythos Preview (early), April 2026: 11% within reachToday (estimate), September 2026: 15% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 36 tasks from .

TaskKind
Develop or implement strategies to meet the needs of students with a variety of disabilities.Done daily by most who do it. 7%1.3 h25 min to 3.3 hStays with people
Monitor teachers or teacher assistants to ensure adherence to special education program requirements.Done daily by most who do it. 6%50 min17 min to 1.7 hStays with people
Develop individual educational plans (IEPs) designed to promote students' educational, physical, or social development.Done more than monthly by most who do it. 6%5 h2.5 h to 1 work day23%Half by Dec 2026
Modify the general preschool curriculum for students with disabilities.Done daily by most who do it. 6%1.7 h25 min to 5 h51%Half by now
Teach socially acceptable behavior, employing techniques such as behavior modification or positive reinforcement.Done hourly or more by most who do it. 6%38 min13 min to 1.3 hStays with people
Employ special educational strategies or techniques during instruction to improve the development of sensory- and perceptual-motor skills, language, cognition, or memory.Done daily by most who do it. 5%50 min17 min to 2.1 hStays with people
Teach basic skills, such as color, shape, number and letter recognition, personal hygiene, or social skills, to preschool students with special needs.Done daily by most who do it. 5%38 min17 min to 1.7 hStays with people
Teach students personal development skills, such as goal setting, independence, or self-advocacy.Done daily by most who do it. 4%33 min13 min to 1.3 hStays with people
Prepare objectives, outlines, or other materials for courses of study, following curriculum guidelines or requirements.Done more than weekly by most who do it. AI observed on this task.4%2.5 h50 min to 6.7 h46%Half by Oct 2026
Prepare classrooms with a variety of materials or resources for children to explore, manipulate, or use in learning activities or imaginative play.Done daily by most who do it. 4%38 min17 min to 1.7 hStays with people
Organize and supervise games or other recreational activities to promote physical, mental, or social development.Done daily by most who do it. 3%38 min17 min to 1.7 hStays with people
Plan and supervise experiential learning activities, such as class projects, field trips, or demonstrations.Done daily by most who do it. 3%2.5 h1.3 h to 5 hStays with people

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.

Where this job works

The industry groups that employ the most of it (BLS, May 2025).

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025).