Will AI replace adapted physical education specialists?

Not on current evidence. Less than 30 minutes of a typical shift goes to tasks that AI or robots are doing today. The other 7h 48m (98%) stays with people. Separately, BLS expects about 1.9% more of these jobs by 2035 (all jobs: +3.5%).

AI shows up regularly in 1 of 20 tasks, about 12m of a typical shift. The biggest ones:

• Write reports to summarize student performance, social growth, or physical development. (12m a shift, AI mostly does it alone)

Not in workplaces like this one, based on a 2026 review of robot deployments. 1 more task has only been done in factory setups built around the machine, so it stays with people here. For 6 physical tasks, no robot has shown it can do the work yet.

7h 48m of a typical shift, or 98%, goes to tasks with no AI or robot evidence yet. No AI usage or robot deployment has shown up for these so far. The biggest:

• Instruct students, using adapted physical education techniques, to improve physical fitness, gross motor skills, perceptual motor skills, or sports and game achievement. (1h 20m a shift)
• Provide individual or small groups of students with adapted physical education instruction that meets desired physical needs or goals. (1h 2m a shift)
• Provide adapted physical education services to students with intellectual disabilities, autism, traumatic brain injury, orthopedic impairments, or other disabling condition. (37m a shift)
• Adapt instructional techniques to the age and skill levels of students. (31m a shift)
• Provide students positive feedback to encourage them and help them develop an appreciation for physical education. (25m a shift)

Much of it comes down to where and how the work happens. In-person, hands-on and high-stakes work is where AI and robots have made the least headway so far. In the official O*NET survey of people in this job:

• 90% work at arm's length or closer to other people
• 90% spend more than half the day on their feet
• 86% talk face to face with others every day

For the 1 task in this job where AI shows up and timing data exists, a typical request takes about 2h 55m for a person alone and about 25m with AI. These are Claude's own estimates from real conversations in April and May 2026 (Anthropic Economic Index). They describe single requests, not whole workdays, and time saved on a task doesn't mean jobs are cut. The biggest gaps:

• Write reports to summarize student performance, social growth, or physical development (about 2h 55m alone, 25m with AI)

On Indeed, job postings in the Education & Instruction sector are at 107% of their February 2020 level (all U.S. postings: 104%), down 9.5% from a year earlier, as of Oct 9, 2026. BLS separately expects about 2,300 openings a year in this job through 2035. Across all U.S. postings, 7.3% now mention AI skills. Sector postings cover more than this one job and move for many reasons besides AI.

The median pay is about $76,580 a year, 50% above the median for all U.S. jobs ($50,980). Most people in this job earn between $48,440 and $120,080 a year; that range covers the middle 80%. Pay figures are from BLS, May 2025, and vary a lot by state and employer. Pick a state to compare:

BLS projects growth of 1.9% from 2025 to 2035, compared with 3.5% growth for all jobs. That's about 36,000 jobs in 2035. It expects about 2,300 openings a year, mostly from people retiring or changing careers. These projections don't single out AI as a cause.

About 34,000 people in the U.S., roughly 0.02% of all workers (BLS, May 2025). That makes it the 455th largest of the 796 jobs on this site. BLS expects about 36,000 in 2035.

The most common requirement is a bachelor's degree: about 38% of people in the job said so in the official O*NET survey. O*NET rates the job at level 5 of 5 for preparation, which usually means: graduate degree. Requirements vary by state and employer, especially for licensed work.

These come from the job's official skill ratings and from the tasks that AI and robots touch least today. Building them keeps you strong in the parts of the work that still need a person:

• Skills that matter more here than in most jobs: Instructing, Learning Strategies, Service Orientation, Social Perceptiveness
• Get strong at the parts of the job that stay with people (listed above), which take 7h 48m of a typical shift
• Tools employers list: Facebook, Microsoft Excel, Microsoft Office software, Microsoft Outlook, Microsoft PowerPoint
• Learn to use AI well on the tasks where it already shows up in this job (listed above)

These use similar skills. Matches come from 109 official ratings of skills, knowledge and work activities, and each needs the same or less preparation unless the official list relates the jobs directly:

• Preschool Special Education Teachers (53m touched, $65k median pay)
• Secondary School Teachers (3h 50m touched, $72k median pay)
• Elementary School Teachers (1h 29m touched, $64k median pay)
• Kindergarten Teachers (54m touched, $63k median pay)
• Elementary School Special Education Teachers (1h touched, $67k median pay)

Each task carries its own evidence label. For this job: 1 observed in real AI use, 19 with no AI or robot evidence found. The minutes per task are estimates, not measured hours, and "no evidence" doesn't prove a task is safe.