AI exposure by college major · Education · United States

What can you do with a special education degree?

Where special education graduates actually work, and how exposed those jobs are to AI. Built from ACS 2020-2024 5-year PUMS: 13,719 people whose bachelor's degree is in this field, aged 22-64.

Special education leads mainly into the classroom, and often a different one than the name suggests. About 29 in 100 people with a special education bachelor's degree work as special education teachers, but almost two-thirds as many, about 19 in 100, teach elementary or middle school in general. Another 5 in 100 are secondary school teachers, 5 in 100 are education administrators, such as school principals, 3 in 100 teach preschool or kindergarten and 2 in 100 are teaching assistants.

About one in four graduates works in roles we do not score, such as other instruction, postsecondary teaching and management, each around 1 to 2 in 100. The degree has a close sibling in elementary education, and the two share many of the same destinations. The figures come from Census data on almost 14,000 people with a special needs education degree, matched to the occupation pages on this site, and they cover about 75% of graduates.

How exposed are special education jobs to AI?

AI-resistant despite the paperworkConfidence: Medium

Special education graduates are concentrated in teaching, which our research rates AI-resistant despite the paperwork. The core special education role scores about 58 out of 100 on structural exposure. But federal rules under the Individuals with Disabilities Education Act require the specific special education teacher delivering services to sit on a student's individualized education program (IEP) team, a legal requirement for a named human teacher, even though software can help with the paperwork.

Elementary and middle school teaching, the next largest group, rates the same or Safe. Our confidence is medium.

Signal 01 · structural exposure
64/100
100% of covered graduates
Signal 02 · real-world AI usage
Medium
86% of covered graduates

These figures cover the 75% of special education graduates who work in occupations we score. The other 25% work in roles we do not cover (largest: Other Teachers and Instructors; Postsecondary Teachers; Other Educational Instruction and Library Workers). Signal 01 averages each job's own structural exposure, weighted by how many graduates work there; it describes tasks, not whether jobs will disappear.

Where special education graduates actually work

Special Education Teachers
29.2%
Elementary and Middle School Teachers
19.3%
Education and Childcare Administrators
5.0%
Preschool and Kindergarten Teachers
3.0%
Teaching Assistants
2.1%
Other Teachers and Instructors
1.8%
No page on this site yet, so not scored
Postsecondary Teachers
1.7%
No page on this site yet, so not scored
Other Educational Instruction and Library Workers
1.3%
No page on this site yet, so not scored
Other Managers
1.1%
No page on this site yet, so not scored

These 10 occupations account for 70% of special education graduates. The rest are spread across many smaller occupations, each under 1%. Graduates often work outside the field.

Careers next door to special education, least exposed first

Curated related careers of the main occupations above, ranked by structural exposure (lowest first), so you can see which neighboring routes are less and more exposed.

What the research says about AI and special education graduates

The Census Bureau working paper (September 2026) rates special needs education among its lowest-exposure majors, with 2024 employment and earnings results above the average major's. Its largest declines are in software-related degrees, and the Dallas Fed also names education among the least AI-exposed fields. The paper's table counts about 17,500 graduates from 2018 to 2022, and its exposure scores measure overlap with AI tasks, not future hiring.

The studies disagree about how much of any graduate weakness is due to AI.

Read the full evidence review: what the studies say about AI and graduate jobs →

How this page was built

Graduate shares come from the Census Bureau's American Community Survey (ACS 2020-2024 5-year PUMS), field of degree "Special Needs Education" (code 2310), weighted to the population. Each occupation we cover is scored with the numbers already published on its own page on this site, then averaged by graduate share. Occupations without a page are shown but never scored. Graduates aged 22-64 are included, so the mix reflects the whole working-age group, not only recent graduates. Sources: www2.census.gov, www.bls.gov. This page is general information, not career or educational advice.

Last updated: October 2026Source: ACS 2020-2024 5-year PUMS