AITakeover Tracker
44%medium risk

Information Security Analysts

SOC: 15-1122.00 · Job Zone 4 (Considerable preparation)

Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. May ensure appropriate security controls are in place that will safeguard digital files and vital electronic infrastructure. May respond to computer security breaches and viruses.

Medium RiskEst. full displacement: 20382046high confidence
Raw task score: 57.1Protective discount: 22.6%12 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Information Security Analysts faces moderate AI displacement risk with a score of 44/100. Significant displacement is estimated between 2038 and 2046. Of 12 analyzed tasks, 4 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

Protective Factors

Total protective discount: 22.6%

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.

Programming15%

Programming 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.

AI-Resistant Skills (7)

Complex Problem Solving75%

Complex Problem Solving 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.

Social Perceptiveness90%

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

Persuasion80%

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

Negotiation85%

Negotiation 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 ThinkingWritingSystems AnalysisJudgment and Decision MakingActive Learning

Recommendations

Skills to Develop

These skills are at risk from AI automation. Information Security Analysts 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.

  • Programming

    Programming 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.

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.

  • Coordination

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

  • Instructing

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

  • Social Perceptiveness

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

  • Persuasion

    Persuasion 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.

  • Systems Analysis

    Systems Analysis 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.

Task Breakdown

12 tasks analyzed

Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 15%

Monitor current reports of computer viruses to determine when to update virus protection systems.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 10%

Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.

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

Modify computer security files to incorporate new software, correct errors, or change individual access status.

Routine CognitiveAI: 85Risk: 83.2Time: 10%

Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations.

Non-Routine ManualAI: 5Risk: 11.0Time: 2%

Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 5%

Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 8%

Document computer security and emergency measures policies, procedures, and tests.

Routine CognitiveAI: 90Risk: 85.2Time: 10%

Monitor use of data files and regulate access to safeguard information in computer files.

Routine CognitiveAI: 90Risk: 85.2Time: 5%

Coordinate implementation of computer system plan with establishment personnel and outside vendors.

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

Train users and promote security awareness to ensure system security and to improve server and network efficiency.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 5%

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Career Planning

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