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AI Risk Comparison

Computer Systems Analysts vs Software Developers

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

Safer role
Computer Systems Analysts
Higher risk
Software Developers
Risk gap
11 points
TechnologyO*NET: 15-1211.00

Computer Systems Analysts

Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

AI Risk Score

44/100
Medium

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

Automation factors

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
  • Working with Computers
  • Updating and Using Relevant Knowledge

Top skills

Speaking4.00/5
Reading Comprehension3.88/5
Active Listening3.75/5
Critical Thinking3.75/5
Systems Analysis3.75/5

Recommended career pivots

Software Developers55/100Computer Systems Engineers/Architects51/100Database Administrators53/100Computer and Information Systems Managers39/100Database Architects57/100
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

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