Home / AI Risk Index / Data Systems Analyst
Will AI replace Data Systems Analyst?
Computer and Mathematical · $105,850 median pay · Bachelor's degree
Automation exposure
How much of the work AI can already do
More exposed than 78% of the occupations in the index.
Averaged across 23 O*NET tasks, weighted by importance.
AI assistance potential
How much AI tools make the worker more capable
Computer Systems Analysts sit at the intersection of business requirements and technical implementation. AI tools significantly enhance their capability across almost every stage of their workflow—from converting unstructured stakeholder requirements into formal specifications, generating UML and data modeling diagrams, and writing diagnostic scripts, to analyzing log files for system troubleshooting and designing integration workflows. An AI-fluent systems analyst can evaluate vendor software, draft technical requirements, generate test cases, and build prototype architectures in a fraction of the time required by traditional methods, making AI fluency a major competitive differentiator in the field.
What the work involves and who it suits, beyond AI.
What the two scores mean
Automation exposure is how much of the work current AI can already perform. A high score means the tasks are exposed, not that the job will disappear: how employers use that is a separate question.
AI assistance potential is how much AI tools make a worker in this occupation more capable. It is upside, not risk — a job can score high on both.
Similar occupations
- Systems Architect5.1 out of 10,ModerateTraits, pay & fit for Systems Architect
- Database Administrator5.3 out of 10,ModerateTraits, pay & fit for Database Administrator
- IT Manager4.2 out of 10,ModerateTraits, pay & fit for IT Manager
- Database Architect5.3 out of 10,ModerateTraits, pay & fit for Database Architect
- Information Security Analyst5.2 out of 10,ModerateTraits, pay & fit for Information Security Analyst
- Information Security Engineer5.6 out of 10,ModerateTraits, pay & fit for Information Security Engineer
- Health Information Specialist4.7 out of 10,ModerateTraits, pay & fit for Health Information Specialist
Is this the right field for you?
Take the assessment and see how your traits fit Data Systems Analyst and every other occupation in the index. A preview of your results is free; the full report is $10.00.
Start the assessment