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AI Risk Comparison

Software Developers vs Software Quality Assurance Analysts and Testers

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

Safer role
Software Developers
Higher risk
Software Quality Assurance Analysts and Testers
Risk gap
3 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: 15-1253.00

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

Software Developers55/100Validation Engineers50/100Computer Systems Engineers/Architects51/100Penetration Testers6/100Computer Systems Analysts44/100

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