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Data Systems Analyst
Data Systems Analyst profiles score highest on Analyzing and Organizing. This page covers what the work involves, what the trait profile looks like, what it pays, and where the fit tends to break.
- Median pay
- $105,850per year, U.S. BLS 2025
- Entry education
- Bachelor's degreetypical for the occupation
- Outlook
- BrightO*NET Bright Outlook occupation
SOURCE · O*NET 15-1211.00 and U.S. Bureau of Labor Statistics. Figures are national and vary widely by state and setting.
What the work involves
Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
Skills rated most important
Work context
O*NET importance and frequency ratings, 0–100.
The trait profile
Where Data Systems Analyst profiles sit on the eleven Haliscope traits, derived from O*NET’s published interest and work-style data.
Who it fits, and who it doesn’t
Strong signals
- High Analyzing. Measures your drive to understand systems and solve problems. High scorers are knowledge-seeking, strategic thinkers who enjoy investigating and finding solutions.
- High Creating. Measures your inclination toward original thinking and artistic expression. High scorers generate innovative ideas and find rigid structure limiting.
- High Exploring. Measures your openness to new experiences and curiosity about the unknown. High scorers seek novelty, enjoy experimentation, and value the journey itself.
- High Organizing. Measures your preference for structure, detail, and systematic processes. High scorers excel at creating order, optimizing workflows, and maintaining precision.
Friction points
- Low Analyzing. Measures your drive to understand systems and solve problems. High scorers are knowledge-seeking, strategic thinkers who enjoy investigating and finding solutions.
- Low Creating. Measures your inclination toward original thinking and artistic expression. High scorers generate innovative ideas and find rigid structure limiting.
- Low Exploring. Measures your openness to new experiences and curiosity about the unknown. High scorers seek novelty, enjoy experimentation, and value the journey itself.
- Low Organizing. Measures your preference for structure, detail, and systematic processes. High scorers excel at creating order, optimizing workflows, and maintaining precision.
These are what the occupation’s profile says, not a hiring criterion. Haliscope is not validated for hiring or screening, and none of these is disqualifying — they are where a fit most often breaks.
Getting in
Entry education: Bachelor's degree.
Most of these occupations require a four-year bachelor's degree, but some do not.
A considerable amount of work-related skill, knowledge, or experience is needed for these occupations. For example, an accountant must complete four years of college and work for several years in accounting to be considered qualified.
O*NET Job Zone descriptions, U.S. Department of Labor.
Exposure to AI
How much of this work AI can already do, and how much AI tools help the people doing it, is scored task by task in the AI Risk Index.
Related occupations
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