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AI Risk Comparison

Information Security Analysts vs Software Quality Assurance Analysts and Testers

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

Safer role
Information Security Analysts
Higher risk
Software Quality Assurance Analysts and Testers
Risk gap
2 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: 15-1253.00

Software Quality Assurance Analysts and Testers

Develop and execute software tests to identify software problems and their causes. Test system modifications to prepare for implementation. Document software and application defects using a bug tracking system and report defects to software or web developers. Create and maintain databases of known defects. May participate in software design reviews to provide input on functional requirements, operational characteristics, product designs, and schedules.

AI Risk Score

58/100
Medium

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

Automation factors

  • Identify, analyze, and document problems with program function, output, online screen, or content.
  • Document software defects, using a bug tracking system, and report defects to software developers.
  • Develop testing programs that address areas such as database impacts, software scenarios, regression testing, negative testing, error or bug retests, or usability.
  • Working with Computers
  • Processing Information

Top skills

Reading Comprehension4.00/5
Active Listening3.88/5
Speaking3.88/5
Critical Thinking3.88/5
Writing3.75/5

Recommended career pivots

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