medium risk
Computer Programmersvs
51 shared · 19 different
core competencies
medium risk
Computer Systems AnalystsSide-by-Side Comparison
Computer Systems Analysts leads 4–0| Metric | Computer Programmers | Computer Systems Analysts |
|---|---|---|
| Risk Score | 34.4% | 33.0% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 64th | 57th |
| Tasks at Risk (>50%) | 8 / 15 | 3 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
ProgrammingAI-Vulnerable
Estimating the Quantifiable Characteristics of Products, Events, or Information
Analyzing Data or Information
Engineering and Technology
Computers and Electronics
Troubleshooting
Evaluating Information to Determine Compliance with Standards
Interacting With Computers
Thinking Creatively
Documenting/Recording Information
Processing Information
Identifying Objects, Actions, and Events
Protective Factors
Higher values indicate stronger protection against AI displacement
Computer Programmers
29%
total discount
Computer Systems Analysts
29%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Computer Programmers
8 of 15 at risk85%Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.
71%Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.
71%Write or contribute to instructions or manuals to guide end users.
57%Develop Web sites.
51%Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.
Computer Systems Analysts
3 of 15 at risk85%Develop, document and revise system design procedures, test procedures, and quality standards.
53%Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
51%Troubleshoot program and system malfunctions to restore normal functioning.
50%Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
49%Expand or modify system to serve new purposes or improve work flow.
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Computer Programmers2028–2035
Computer Systems Analysts2028–2035
20242030203520402045
Computer Systems Analysts has a longer runway before significant displacement, projected 0 years later than Computer Programmers.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Computer
0
Unique to Computer
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Fine Manipulation
Decision Complexity
Regulatory Barriers
Social Intelligence
Computer ProgrammersComputer Systems Analysts