Information Security Analysts
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.
AI Impact Summary
Information Security Analysts faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 70% of all analyzed occupations. Of 12 analyzed tasks, 2 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Information Security Analysts skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
12 tasks analyzed
Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs.
Monitor current reports of computer viruses to determine when to update virus protection systems.
Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers.
Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures.
Modify computer security files to incorporate new software, correct errors, or change individual access status.
Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations.
Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated.
Confer with users to discuss issues such as computer data access needs, security violations, and programming changes.
Document computer security and emergency measures policies, procedures, and tests.
Monitor use of data files and regulate access to safeguard information in computer files.
Coordinate implementation of computer system plan with establishment personnel and outside vendors.
Train users and promote security awareness to ensure system security and to improve server and network efficiency.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Develop plans to safeguard computer files against accidental or unauthorized modification, destruction, or disclosure and to meet emergency data processing needs. | 68.33Observed | 54.3% | 15% | |
| Monitor current reports of computer viruses to determine when to update virus protection systems. | 62.5Observed | 74.2% | 10% | |
| Encrypt data transmissions and erect firewalls to conceal confidential information as it is being transmitted and to keep out tainted digital transfers. | 58.4Observed | 50.4% | 10% | |
| Perform risk assessments and execute tests of data processing system to ensure functioning of data processing activities and security measures. | 50.28Observed | 47.1% | 12% | |
| Modify computer security files to incorporate new software, correct errors, or change individual access status. | 43.03Observed | 66.4% | 10% | |
| Maintain permanent fleet cryptologic and carry-on direct support systems required in special land, sea surface and subsurface operations. | 0Estimated | 9.0% | 3% | |
| Review violations of computer security procedures and discuss procedures with violators to ensure violations are not repeated. | 35Estimated | 29.0% | 5% | |
| Confer with users to discuss issues such as computer data access needs, security violations, and programming changes. | 40Estimated | 31.0% | 8% | |
| Document computer security and emergency measures policies, procedures, and tests. | 57.2Observed | 72.1% | 8% | |
| Monitor use of data files and regulate access to safeguard information in computer files. | 17.6Observed | 56.2% | 8% | |
| Coordinate implementation of computer system plan with establishment personnel and outside vendors. | 56.47Observed | 37.6% | 6% | |
| Train users and promote security awareness to ensure system security and to improve server and network efficiency. | 45Estimated | 33.0% | 5% |
Protective Factors
Total protective discount: 28.8%
Essential Soft Skills
Traits that are hard for AI to replicate
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
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Higher risk than 45% of other occupations
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Computer Systems Analysts
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Computer Systems Engineers/Architects
34%Higher risk than 60% of other occupations
Database Administrators
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Software Developers, Systems Software
35%Higher risk than 67% of other occupations
Validation Engineers
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Web Administrators
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Logistics Analysts
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Higher risk than 82% of other occupations
Software Quality Assurance Engineers and Testers
41%Higher risk than 83% of other occupations
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.
- 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.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- 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.
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.
- Monitoring
Monitoring 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.
- Systems Analysis
Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change