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AI Risk Comparison

Information Security Analysts vs Penetration Testers

Compare AI replacement risk, automatable work, resilient skills, and potential career pivots for both occupations.

Safer role
Penetration Testers
Higher risk
Information Security Analysts
Risk gap
50 points
TechnologyO*NET: 15-1212.00

Information Security Analysts

Plan, implement, upgrade, or monitor security measures for the protection of computer networks and information. Assess system vulnerabilities for security risks and propose and implement risk mitigation strategies. 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 Risk Score

56/100
Medium

Moderate risk: AI can reshape important parts of the role.

Automation factors

  • 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.
  • Working with Computers
  • Evaluating Information to Determine Compliance with Standards

Top skills

Reading Comprehension4.00/5
Critical Thinking3.88/5
Active Listening3.75/5
Complex Problem Solving3.75/5
Speaking3.62/5

Recommended career pivots

TechnologyO*NET: 15-1299.04

Penetration Testers

Evaluate network system security by conducting simulated internal and external cyberattacks using adversary tools and techniques. Attempt to breach and exploit critical systems and gain access to sensitive information to assess system security.

AI Risk Score

6/100
Very Low

Lower risk: the role depends more on human judgment and context.

Automation factors

  • Provide data-driven insights and recommendations

Top skills

Recommended career pivots

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