Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Adult Ed. & ESL Inst.:

43.3%

Median Score

Meaningful human contribution

Med

Long-term employer demand

Low

Sustained economic opportunity

Med

Our confidence in this score:
Medium-high

Methodology and Scoring Rationale

To score how resilient adult basic education, adult secondary education, and English as a Second Language instruction 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 adult ed. and ESL instructors, all eight sources had data and mostly agreed on AI exposure: four sources rated human contribution as medium, while OpenAI Signals saw more AI risk. That near-consensus keeps confidence at medium-high. A low employer demand outlook pulled the score down, landing this career at "Somewhat Resilient."

AI Resilience Report forAdult Basic Education, Adult Secondary Education, and English as a Second Language Instructors

$61,540 median salary•3,800 annual openings•SOC Code: 25-3011.00

Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

Adult basic education and ESL teaching lands in "Somewhat Resilient" territory because AI is genuinely changing parts of the job, even if it is not replacing teachers altogether. Tools like ChatGPT and AI reading tutors are already handling time-consuming tasks like drafting lesson plans, generating practice worksheets, and giving early feedback on writing, so the day-to-day workflow is shifting in real ways.

Learn more about how you can thrive in this position

This role is somewhat resilient

Adult basic education and ESL teaching lands in "Somewhat Resilient" territory because AI is genuinely changing parts of the job, even if it is not replacing teachers altogether. Tools like ChatGPT and AI reading tutors are already handling time-consuming tasks like drafting lesson plans, generating practice worksheets, and giving early feedback on writing, so the day-to-day workflow is shifting in real ways.

Read full analysis

Analysis of current AI resilience

Adult Ed. & ESL Inst.

Updated quarterly

Your move

How can Adult Ed. & ESL Inst. prepare for AI?

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Latest AI news for Adult Ed. & ESL Inst.

These articles highlight the transformative role of AI in Adult Basic Education, Adult Secondary Education, and English as a Second Language instruction. For instance, the use of Large Language Models can support teachers in addressing shortages and enhancing personalized learning experiences. Additionally, understanding AI literacy is crucial for educators to navigate these changes effectively. Embracing AI tools can empower instructors to foster learner autonomy, ultimately enriching their teaching methods and resilience in a rapidly evolving educational landscape.

More Career Info

Career: Adult Basic Education, Adult Secondary Education, and English as a Second Language Instructors

They teach adults reading, writing, math, or English skills to help them succeed in everyday life or prepare for a better job.

Employment & Wage Data

Median Wage

$61,540

Jobs (2025)

41,100

Growth (2025-35)

-13.9%

Annual Openings

3,800

Education

Bachelor's degree

Experience

None

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

95% ResilienceCore Task

Attend staff meetings and serve on committees, as required.

2

94% ResilienceCore Task

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

3

94% ResilienceSupplemental

Provide students with disabilities with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.

4

92% ResilienceCore Task

Establish and enforce rules for behavior and procedures for maintaining order among the students for whom they are responsible.

5

92% ResilienceCore Task

Meet with other professionals to discuss individual students' needs and progress.

6

92% ResilienceSupplemental

Confer with leaders of government and community groups to coordinate student training or to find opportunities for students to fulfill curriculum requirements.

7

90% ResilienceCore Task

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

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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