Somewhat Resilient

Last Update: 10/7/2026

AI Resilience Score for Admin Law Judges/Officers:

43.4%

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 administrative law judging 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 administrative law judges, all eight sources had data, giving us medium-high confidence. AI exposure was mixed: Anthropic rated it Low resilience while OpenAI Signals rated it High, with AI Resilience Model, Microsoft, and Will Robots Take My Job landing in the middle. Strong adaptive capacity helps, but low employer demand pulled the score down, leaving this role "Somewhat Resilient."

AI Resilience Report forAdministrative Law Judges, Adjudicators, and Hearing Officers

$117,860 median salary•500 annual openings•SOC Code: 23-1021.00

Administrative Law Judges, Adjudicators, and Hearing Officers are somewhat less resilient to AI impacts than most occupations, according to our analysis of 8 sources.

This career is labeled "Somewhat Resilient" because AI is already changing some of the day-to-day work in meaningful ways, even while the most important parts of the job stay firmly in human hands. Tasks like legal research, document review, and scheduling are being automated or assisted by AI tools, which means the job is shifting rather than staying exactly the same.

Learn more about how you can thrive in this position

This role is somewhat resilient

This career is labeled "Somewhat Resilient" because AI is already changing some of the day-to-day work in meaningful ways, even while the most important parts of the job stay firmly in human hands. Tasks like legal research, document review, and scheduling are being automated or assisted by AI tools, which means the job is shifting rather than staying exactly the same.

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Analysis of current AI resilience

Admin Law Judges/Officers

Updated quarterly

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Latest AI news for Admin Law Judges/Officers

These articles offer valuable insights for future Administrative Law Judges, Adjudicators, and Hearing Officers regarding the evolving role of AI in their field. They highlight that while AI will automate certain tasks, such as document review and case triage, it is unlikely to replace the essential human elements of adjudication. For instance, the BrooklynWorks article discusses how agencies are already using machine-learning tools to enhance decision-making. Embracing AI can lead to increased efficiency, allowing professionals to focus more on complex legal issues and human interactions, fostering a resilient career path in a tech-driven landscape.

More Career Info

Career: Administrative Law Judges, Adjudicators, and Hearing Officers

They make decisions on legal cases by listening to both sides, reviewing evidence, and ensuring that rules and laws are followed.

Employment & Wage Data

Median Wage

$117,860

Jobs (2025)

17,400

Growth (2025-35)

+0.0%

Annual Openings

500

Education

Doctoral or professional degree

Experience

5 years or more

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

93% ResilienceCore Task

Conduct hearings to review and decide claims regarding issues, such as social program eligibility, environmental protection, or enforcement of health and safety regulations.

2

92% ResilienceCore Task

Monitor and direct the activities of trials and hearings to ensure that they are conducted fairly and that courts administer justice while safeguarding the legal rights of all involved parties.

3

90% ResilienceCore Task

Rule on exceptions, motions, and admissibility of evidence.

4

85% ResilienceCore Task

Determine existence and amount of liability according to current laws, administrative and judicial precedents, and available evidence.

5

82% ResilienceCore Task

Prepare written opinions and decisions.

6

80% ResilienceSupplemental

Confer with individuals or organizations involved in cases to obtain relevant information.

7

78% ResilienceSupplemental

Recommend the acceptance or rejection of claims or compromise settlements according to laws, regulations, policies, and precedent decisions.

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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