Teacher assistants

AI Overlap Index
35.3 / 100
Selectively Exposed

Physical, social, or oversight-heavy work that AI augments rather than replaces.

SOC 25-9045 · Education Training And Library

Bureau of Labor Statistics
Median pay
$35,240/yr
Hourly
$17/hr
Jobs 2024
1,422,800
Projected 2034
1,401,700
10-yr outlook
-1% · Decline
Employment change
-21,100
Entry education
Some college, no degree
SOC code
25-9045

Signal composition

how the 0-100 score is assembled

Task Automation Impact weight 60%
25.9
contribution to AOI: 15.5
Automation Potential weight 10%
40.0
contribution to AOI: 4.0
Market Pressure weight 15%
45.0
contribution to AOI: 6.8
Entry Barrier Erosion weight 15%
60.0
contribution to AOI: 9.0

By seniority

multiplicative adjustment from category curve

Entry
40.6
mult 1.15x
Mid
35.3
mult 1.00x
Senior
28.9
mult 0.82x

Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.

Task-level analysis

scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance

9 tasks · model: claude-sonnet-4-5-20250929
Supporting t8

Assist with recordkeeping such as taking attendance and calculating grades

Taking attendance from digital systems and calculating grades from rubrics are highly structured data tasks that AI can perform with near-perfect accuracy. Most schools already use automated systems for these functions, requiring only minimal human verification of edge cases.

BLS evidence: The Duties section includes 'Help teachers with recordkeeping, such as taking attendance and calculating grades.'

82
automation
Important t6

Provide feedback to teachers for monitoring student progress

AI can analyze student work patterns, flag struggling students, and generate progress summaries from digital assignments and assessments. However, nuanced behavioral observations, social-emotional development notes, and contextual classroom insights still require human judgment, making this a strong AI-assist scenario.

BLS evidence: The page states 'Teacher assistants may provide feedback to teachers for monitoring student progress.'

58
automation
Core t1

Reinforce lessons by reviewing material with students one-on-one or in small groups

AI tutoring systems can explain concepts and generate practice problems, but effective one-on-one reinforcement requires reading student affect, adapting to confusion in real-time, and maintaining engagement through physical presence and social connection that current AI cannot replicate in a classroom setting.

BLS evidence: The Duties section states teacher assistants 'Reinforce lessons by reviewing material with students one-on-one or in small groups' and the overview emphasizes they 'help reinforce the lessons that teachers introduce.'

32
automation
Core t3

Assist special education students with understanding material and adapting to their learning style

While AI can provide adaptive learning content and alternative explanations, working with special education students requires interpreting non-verbal cues, managing sensory sensitivities, building trust relationships, and making moment-to-moment pedagogical adjustments based on complex individual needs that AI cannot yet handle.

BLS evidence: The page states 'When special education students attend regular classes, these teacher assistants help them understand the material and adapt the information to their learning style.'

28
automation
Important t9

Provide individualized attention and educational activities in childcare settings

Childcare settings require constant physical supervision, responding to immediate physical and emotional needs, managing group dynamics among young children, and providing nurturing human interaction—all requiring embodied presence and human warmth that AI cannot replicate.

BLS evidence: The page states 'Teacher assistants in childcare centers work with a lead teacher to provide individualized attention that young children need. They help with educational activities.'

15
automation
Supporting t5

Prepare equipment and materials to help teachers get ready for lessons

Preparing physical equipment and materials involves manipulating diverse objects in classroom environments, setting up lab equipment, organizing art supplies, and arranging furniture—tasks requiring physical dexterity and spatial reasoning in non-standardized settings beyond current robotic capabilities.

BLS evidence: The Duties section includes 'Get equipment or materials ready to help teachers prepare for lessons.'

12
automation
Important t7

Enforce school and class rules to teach students proper behavior

Enforcing rules requires physical presence, reading social dynamics, de-escalating conflicts, exercising contextual judgment about when to be firm versus flexible, and serving as an authority figure—all requiring embodied human interaction that AI cannot provide in a classroom.

BLS evidence: The Duties section lists 'Follow school and class rules to teach students proper behavior.'

10
automation
Important t2

Supervise students outside the classroom during transitions, lunch, recess, and field trips

Supervising students in physical spaces requires constant physical presence, real-time intervention in unpredictable social conflicts, ensuring physical safety in dynamic environments, and managing behavioral issues through embodied authority—all far beyond current AI and robotics capabilities.

BLS evidence: The Duties section lists 'Supervise students outside of the classroom, such as between classes, during lunch and recess, and on field trips.'

8
automation
Important t4

Help special education students with basic needs such as eating and personal hygiene

Assisting with eating and personal hygiene requires fine motor manipulation in unpredictable contexts, physical contact, dignity preservation, and real-time response to individual student needs—tasks that current robotics and AI are nowhere near capable of performing safely or appropriately.

BLS evidence: The page notes that for students with severe disabilities, 'They help these students with basic needs, such as eating or personal hygiene.'

5
automation

Task heatmap

automation score by task, sorted by weighted contribution

🔒

Unlock with Jobpocalypse Pro

Career pivot paths, wage impact analysis, AI tool recommendations, and task heatmaps for every occupation. $9/month, cancel anytime.

See plans

or

Downloadable PDF for this occupation only. One-time payment, yours forever.

◆ Premium insight
◆ Premium insight
◆ Premium insight

External signals and sources

category-level priors and BLS fields that feed the four non-task signals

Automation Potential
40
karpathy 4/10
  • Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
Market Pressure
45
outlook: Decline
  • BLS projected outlook: Decline (-1%)
  • Indeed demand signal (monthly refresh pending)
Entry Barrier Erosion
60
ed: Some college, no degree
  • BLS typical entry-level education: Some college, no degree
  • Credential trend signal (annual refresh)

Related in Education Training And Library

closest AOI neighbors in the same category