medium risk
Computer and Information Research Scientistsvs
37 shared · 32 different
core competencies
medium risk
Software Developers, Systems SoftwareSide-by-Side Comparison
Computer and Information Research Scientists leads 4–0| Metric | Computer and Information Research Scientists | Software Developers, Systems Software |
|---|---|---|
| Risk Score | 32.4% | 35.4% |
| Risk Tier | Medium Risk | Medium Risk |
| Risk Percentile | 53th | 67th |
| Tasks at Risk (>50%) | 5 / 15 | 6 / 15 |
| Median Salary | N/A | N/A |
| Employment | N/A | N/A |
Skill Comparison
|
Sorted by largest difference
Interpreting the Meaning of Information for Others
Education and Training
Communicating with Persons Outside Organization
Systems Evaluation
Processing Information
ProgrammingAI-Vulnerable
Judging the Qualities of Things, Services, or People
Documenting/Recording Information
Establishing and Maintaining Interpersonal Relationships
Systems AnalysisAI-Augmented
Identifying Objects, Actions, and Events
English Language
Protective Factors
Higher values indicate stronger protection against AI displacement
Computer and Information Research Scientists
33%
total discount
Software Developers, Systems Software
28%
total discount
Task Risk Comparison
Tasks sorted by AI automation risk — higher means more automatable
Computer and Information Research Scientists
5 of 15 at risk80%Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.
78%Approve, prepare, monitor, and adjust operational budgets.
65%Assign or schedule tasks to meet work priorities and goals.
56%Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
51%Analyze problems to develop solutions involving computer hardware and software.
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 and Information Research Scientists2028–2035
Software Developers, Systems Software2028–2035
20242030203520402045
Computer and Information Research Scientists 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
Fine Manipulation
Creativity
Social Intelligence
Regulatory Barriers
Computer and Information Research ScientistsSoftware Developers, Systems Software