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AI Risk Comparison

Software Developers vs Information Security Analysts

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

Safer role
Software Developers
Higher risk
Information Security Analysts
Risk gap
1 points
TechnologyO*NET: 15-1252.00

Software Developers

Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

AI Risk Score

55/100
Medium

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

Automation factors

  • Develop or direct software system testing or validation procedures, programming, or documentation.
  • Prepare reports or correspondence concerning project specifications, activities, or status.
  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
  • Working with Computers
  • Processing Information

Top skills

Programming4.00/5
Critical Thinking3.88/5
Judgment and Decision Making3.62/5
Reading Comprehension3.50/5
Active Learning3.50/5

Recommended career pivots

Computer Systems Engineers/Architects51/100Computer Systems Analysts44/100Software Quality Assurance Analysts and Testers58/100Computer Programmers53/100Database Administrators53/100
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

Information Security Engineers54/100Penetration Testers6/100Digital Forensics Analysts6/100Network and Computer Systems Administrators51/100Computer Systems Analysts44/100

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