AITakeover Tracker
35%medium risk

Administrative Law Judges, Adjudicators, and Hearing Officers

SOC: 23-1021.00 · Job Zone 5 (Extensive preparation)

Conduct hearings to recommend or make decisions on claims concerning government programs or other government-related matters. Determine liability, sanctions, or penalties, or recommend the acceptance or rejection of claims or settlements.

MediumEst. full displacement: 20412051high confidence
Raw task score: 48.4Protective discount: 27.0%13 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Administrative Law Judges, Adjudicators, and Hearing Officers faces moderate AI displacement risk with a score of 35/100. Significant displacement is estimated between 2041 and 2051. Of 13 analyzed tasks, 3 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Wage & Employment (2024)

Median Wage

$115,230

per year

Mean Wage

$122,620

per year

Employment

16K

workers

Wage Range

$56,970 - $203,990

10th - 90th pct

Wage Distribution

$56,970Median: $115,230$203,990

Protective Factors

Total protective discount: 27.0%

Skill Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (7)

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Manual Dexterity80%

Manual Dexterity is AI-resistant — strengthening this skill provides durable career protection.

AI-Augmented Skills (5)

Critical ThinkingWritingJudgment and Decision MakingActive LearningSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Administrative Law Judges, Adjudicators, and Hearing Officers professionals should diversify beyond them.

  • Reading Comprehension

    High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Information Ordering

    High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Memorization

    Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

  • Mathematics

    Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Skills to Leverage

These human-centric skills remain difficult for AI to replicate. Double down here.

  • Complex Problem Solving

    Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

  • Social Perceptiveness

    Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

  • Negotiation

    Negotiation is AI-resistant — strengthening this skill provides durable career protection.

  • Coordination

    Coordination is AI-resistant — strengthening this skill provides durable career protection.

  • Instructing

    Instructing is AI-resistant — strengthening this skill provides durable career protection.

Tools to Adopt

AI can amplify these skills. Learn the tools that augment rather than replace your work.

  • Critical Thinking

    Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Writing

    Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Judgment and Decision Making

    Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Active Learning

    Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

13 tasks analyzed

Prepare written opinions and decisions.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 15%

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.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 10%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 10%

Research and analyze laws, regulations, policies, and precedent decisions to prepare for hearings and to determine conclusions.

Non-Routine AnalyticalAI: 75Risk: 57.0Time: 15%

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

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 15%

Review and evaluate data on documents, such as claim applications, birth or death certificates, or physician or employer records.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

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

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 5%

Rule on exceptions, motions, and admissibility of evidence.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 5%

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

Non-Routine InterpersonalAI: 25Risk: 25.0Time: 5%

Issue subpoenas and administer oaths in preparation for formal hearings.

Routine CognitiveAI: 80Risk: 81.2Time: 3%

Authorize payment of valid claims and determine method of payment.

Routine CognitiveAI: 90Risk: 85.2Time: 3%

Conduct studies of appeals procedures in field agencies to ensure adherence to legal requirements and to facilitate determination of cases.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

Explain to claimants how they can appeal rulings that go against them.

Non-Routine InterpersonalAI: 40Risk: 31.0Time: 2%

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Career Planning

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