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

Security Operations Analyst

AI is poised to significantly impact Security Operations Analysts by automating routine monitoring, threat detection, and incident response tasks. Machine learning algorithms can analyze vast datasets of security logs and network traffic to identify anomalies and potential threats more efficiently than humans. LLMs can assist in generating reports and automating documentation. Computer vision is less relevant for this role.

Top risks:

Monitor security systems and network traffic for anomalies and potential threats75%
Analyze security incidents and determine appropriate response actions60%
Develop and implement security policies and procedures40%

Side-by-Side Metrics

Metric	Security Analyst	Security Operations Analyst
Risk Score	73%	75%
Risk Level	Critical Risk	Critical Risk
Timeline	2-5 years	2-5 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%

Security Operations Analyst75%

Security Analyst has 2 percentage points lower risk than Security Operations Analyst.

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

Security Operations Analyst Tasks at Risk

Monitor security systems and network traffic for anomalies and potential threats75%

2-5 years

Analyze security incidents and determine appropriate response actions60%

5-10 years

Develop and implement security policies and procedures40%

10+ years

Conduct vulnerability assessments and penetration testing50%

5-10 years

Manage and maintain security infrastructure, including firewalls, intrusion detection systems, and antivirus software70%

2-5 years

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

Security Operations Analyst -- Safe Skills

Incident response leadershipSecurity policy development (complex)Collaboration and communicationEthical hacking (advanced)

Security Operations Analyst -- Skills at Risk

Security monitoringThreat detectionVulnerability scanningReport generation

Shared Vulnerable Skills(at risk in both careers)

Threat DetectionVulnerability ScanningSecurity MonitoringReport Generation

Recommendations