medium risk
Computer Programmersvs
44 shared · 20 different
core competencies
medium risk
Software Developers, Systems SoftwareSide-by-Side Comparison
Computer Programmers leads 3–1| Metric | Computer Programmers | Software Developers, Systems Software |
|---|---|---|
| Risk Score | 34.4% | 35.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 64th | 67th |
| Tasks at Risk (>50%) | 8 / 15 | 6 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
ProgrammingAI-Vulnerable
Telecommunications
Processing Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Quality Control Analysis
Monitor Processes, Materials, or Surroundings
Analyzing Data or Information
Identifying Objects, Actions, and Events
Interpreting the Meaning of Information for Others
Design
Systems Evaluation
Evaluating Information to Determine Compliance with Standards
Protective Factors
Higher values indicate stronger protection against AI displacement
Computer Programmers
29%
total discount
Software Developers, Systems Software
28%
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.
Software Developers, Systems Software
6 of 15 at risk86%Monitor functioning of equipment to ensure system operates in conformance with specifications.
85%Coordinate installation of software system.
69%Prepare reports or correspondence concerning project specifications, activities, or status.
66%Store, retrieve, and manipulate data for analysis of system capabilities and requirements.
55%Design or develop software systems, using scientific analysis and mathematical models to predict and measure outcome and consequences of design.
Premium Head-to-Head Analysis
Displacement Timeline Comparison
Computer Programmers2028–2035
Software Developers, Systems Software2028–2035
20242030203520402045
Computer Programmers has a longer runway before significant displacement, projected 0 years later than Software Developers, Systems Software.
Transition Feasibility
1%
Skill Overlap
Low overlap — significant retraining needed for transition
0
Unique to Computer
0
Unique to Software
Combined Protection Strategy
Regardless of which path you choose, focus on these protective factors
Decision Complexity
Regulatory Barriers
Fine Manipulation
Creativity
Computer ProgrammersSoftware Developers, Systems Software