Computer and Information Research Scientists
Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software.
AI Impact Summary
Computer and Information Research Scientists faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 42% of all analyzed occupations. Of 15 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
6
AI-Vulnerable
7
AI-Resistant
5
AI-Augmented
AI-Vulnerable
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
AI-Resistant
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
15 tasks analyzed
Analyze problems to develop solutions involving computer hardware and software.
Design computers and the software that runs them.
Assign or schedule tasks to meet work priorities and goals.
Evaluate project plans and proposals to assess feasibility issues.
Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.
| Task | AI Capability | Risk | Time % |
|---|---|---|---|
| Analyze problems to develop solutions involving computer hardware and software. | 65 | 53.0% | 15% |
| Design computers and the software that runs them. | 60 | 51.0% | 12% |
| Assign or schedule tasks to meet work priorities and goals. | 80 | 81.2% | 3% |
| Evaluate project plans and proposals to assess feasibility issues. | 60 | 51.0% | 8% |
| Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses. | 45 | 45.0% | 15% |
Protective Factors
Total protective discount: 25.4%
Essential Soft Skills
Traits that are hard for AI to replicate
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