Lower Risk

Technology

Security Analyst

AI is poised to significantly impact Security Analysts by automating routine monitoring, threat detection, and vulnerability scanning tasks. Machine learning algorithms, particularly those used in Security Information and Event Management (SIEM) systems and intrusion detection systems, are becoming increasingly sophisticated at identifying anomalies and predicting potential security breaches. LLMs can assist in generating reports and summarizing security incidents.

Top risks:

Monitor security systems and analyze network traffic for suspicious activity75%
Investigate and respond to security incidents, including malware infections and data breaches60%
Conduct vulnerability assessments and penetration testing to identify security weaknesses50%

Technology

Systems Administrator

AI is poised to significantly impact Systems Administrators by automating routine tasks such as monitoring system performance, generating reports, and basic troubleshooting. LLMs can assist in scripting and documentation, while specialized AI tools can handle patch management and security threat detection. However, complex problem-solving, strategic planning, and interpersonal communication will remain crucial human roles.

Top risks:

Monitoring system performance and identifying potential issues75%
Troubleshooting hardware and software problems60%
Installing and configuring new hardware and software40%

Side-by-Side Metrics

Metric	Security Analyst	Systems Administrator
Risk Score	73%	76%
Risk Level	Critical Risk	Critical Risk
Timeline	2-5 years	5-10 years
Category	Technology	Technology
Tasks at Risk	7 tasks	7 tasks
Skills at Risk	4 skills	4 skills
Safe Skills	4 skills	4 skills

Risk Comparison

Security Analyst73%

Systems Administrator76%

Security Analyst has 3 percentage points lower risk than Systems Administrator.

Tasks at Risk

Security Analyst Tasks at Risk

Monitor security systems and analyze network traffic for suspicious activity75%

2-5 years

Investigate and respond to security incidents, including malware infections and data breaches60%

5-10 years

Conduct vulnerability assessments and penetration testing to identify security weaknesses50%

5-10 years

Develop and implement security policies, procedures, and standards30%

10+ years

Provide security awareness training to employees40%

5-10 years

Systems Administrator Tasks at Risk

Monitoring system performance and identifying potential issues75%

1-3 years

Troubleshooting hardware and software problems60%

5-10 years

Installing and configuring new hardware and software40%

5-10 years

Managing user accounts and access permissions80%

1-3 years

Performing system backups and disaster recovery85%

Already possible

Skills Comparison

Security Analyst -- Safe Skills

Incident Response (complex)Security Policy DevelopmentCommunication and TrainingEthical Hacking

Security Analyst -- Skills at Risk

Threat DetectionVulnerability ScanningSecurity MonitoringReport Generation

Systems Administrator -- Safe Skills

Complex problem-solvingStrategic planningInterpersonal communicationSecurity incident response

Systems Administrator -- Skills at Risk

System monitoringBasic troubleshootingUser account managementBackup and recovery

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