Data Scientist vs Database Administrator
Measured from each occupation's own live postings: related jobs with a real gap between them. Posted pay favors the data scientist by about $32k at the midpoint. Salary bands, both switching directions, and the shared skills below — every number from live postings, refreshed nightly.
Data Scientist
60 open roles · data scientist salary · careers for data scientists
Database Administrator
8 open roles · database administrator salary · careers for database administrators
Switching, both directions
The asymmetry is the finding: data scientist → database administrator reads 45% ready; the reverse only 13%. Skill overlap is not symmetric, and the direction you travel matters.
Data Scientist → Database Administrator
The gap, from database administrator postings: Azure, Linux, NoSQL, Data Modeling.
Database Administrator → Data Scientist
The gap, from data scientist postings: Machine Learning, Python, LLMs / Generative AI, Statistics.
Related comparisons
- Data Analyst vs Data Scientist65% peak overlap
- Data Engineer vs Database Administrator64% peak overlap
- Data Scientist vs Machine Learning Engineer61% peak overlap
- Data Scientist vs Research Scientist60% peak overlap
- Actuary vs Data Scientist53% peak overlap
- Data Scientist vs Solutions Architect48% peak overlap
Which one do your skills favor?
Run the instrument with your own skill set and both readiness numbers recompute for you. Free, no account.
Quick answers
Which pays more, data scientist or database administrator?
Posted mid-bands from each occupation's own corpus: Data Scientist $84k–$163k, Database Administrator $70k–$113k. At the midpoint that favors the data scientist by about $32k a year. Only postings that state pay are counted.
Are data scientist and database administrator the same job?
Related but distinct: postings share a real core and then diverge.
Can a data scientist become a database administrator?
Skill readiness is 45 percent: that share of what database administrator postings demand, a typical data scientist profile already covers.
Can a database administrator become a data scientist?
Skill readiness is 13 percent in this direction. The asymmetry is the finding: data scientist to database administrator is the easier direction (45% vs 13%).
Method: each occupation’s salary band is the posted 25th–75th percentile from its own corpus; readiness is coverage of the destination’s posting-skill weight; shared skills are read from the overlap waterfall. Pairs sharing too few skills are not scored in that direction. Refreshed with the nightly scrape.