Mostly Resilient

Last Update: 10/7/2026

AI Resilience Score for Self-Enrichment Teachers:

55.0%

Median Score

Meaningful human contribution

Med

Long-term employer demand

High

Sustained economic opportunity

Med

Our confidence in this score:
Medium

Methodology and Scoring Rationale

To score how resilient self-enrichment teaching is to AI, we ask one question in three parts:

First, how much of the job still needs a human, read from five AI-exposure sources: our own AI Resilience Model, Anthropic's Observed Exposure, Microsoft's AI Applicability, Will Robots Take My Job, and OpenAI Signals. We call this dimension Meaningful Human Contribution (MHC) and weight it at 40%.

Next, whether employers will keep hiring for this job over the long term. This dimension, which we call Long-term Employer Demand (LTE), is calculated from BLS data and weighted at 30%.

Last, whether pay and mobility will hold up. We use wage bill and adaptive capacity data from independent researchers (Althoff & Reichardt, 2026; Manning & Aguirre, 2026). We call this dimension Sustained Economic Opportunity (SEO) and weight it at 30%.

For self-enrichment teachers, all eight sources had data, though the AI exposure signals were mixed: AI Resilience Model saw human connection staying central, while Microsoft and OpenAI Signals rated exposure higher. That split lands confidence at medium. Strong hiring demand from BLS Opportunity Score pushed the score up, earning a "Mostly Resilient" label.

AI Resilience Report forSelf-Enrichment Teachers

$46,800 median salary•50,000 annual openings•SOC Code: 25-3021.00

Self-Enrichment Teachers are somewhat more resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Self-enrichment teaching lands in the "Mostly Resilient" category because the heart of the job, encouraging students, building confidence, and creating a warm and human learning environment, is something AI simply cannot replicate. AI tools are already helping teachers with time-consuming tasks like writing lesson plans and tracking student progress, so expect those parts of the job to shift rather than disappear.

Learn more about how you can thrive in this position

This role is mostly resilient

Self-enrichment teaching lands in the "Mostly Resilient" category because the heart of the job, encouraging students, building confidence, and creating a warm and human learning environment, is something AI simply cannot replicate. AI tools are already helping teachers with time-consuming tasks like writing lesson plans and tracking student progress, so expect those parts of the job to shift rather than disappear.

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Analysis of current AI resilience

Self-Enrichment Teachers

Updated quarterly

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How can Self-Enrichment Teachers prepare for AI?

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Latest AI news for Self-Enrichment Teachers

These articles highlight the evolving landscape for self-enrichment teachers in the face of AI advancements. For instance, the piece on AI's impact on English teachers underscores the need for instructors to adapt their strategies and embrace technology as a supplement rather than a threat. Reed Hastings’ comments on the importance of emotional skills signal a shift towards integrating humanities with AI, suggesting that self-enrichment teachers can thrive by focusing on interpersonal skills. This indicates a promising future where teachers can enhance their roles rather than be replaced, fostering AI resilience in their careers.

More Career Info

Career: Self-Enrichment Teachers

They teach fun classes like art, music, or cooking to help people learn new skills and hobbies for personal growth and enjoyment.

Employment & Wage Data

Median Wage

$46,800

Jobs (2025)

419,100

Growth (2025-35)

+3.5%

Annual Openings

50,000

Education

High school diploma or equivalent

Experience

Less than 5 years

Source: Bureau of Labor Statistics, Employment Projections 2025-2035

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

90% ResilienceCore Task

Attend professional meetings, conferences, and workshops to maintain and improve professional competence.

2

90% ResilienceCore Task

Attend staff meetings and serve on committees, as required.

3

90% ResilienceSupplemental

Organize and supervise games and other recreational activities to promote physical, mental, and social development.

4

88% ResilienceSupplemental

Conduct classes, workshops, and demonstrations, and provide individual instruction to teach topics and skills, such as cooking, dancing, writing, physical fitness, photography, personal finance, and f...

5

88% ResilienceSupplemental

Meet with parents and guardians to discuss their children's progress and to determine their priorities for their children.

6

85% ResilienceCore Task

Prepare students for further development by encouraging them to explore learning opportunities and to persevere with challenging tasks.

7

85% ResilienceSupplemental

Instruct and monitor students in the use and care of equipment and materials to prevent injury and damage.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

The AI Resilience Report is a project from CareerVillage.org®, a registered 501(c)(3) nonprofit.

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