Data Engineer vs Database Administrator
Measured from each occupation's own live postings: related jobs with a real gap between them. Posted pay favors the data engineer by about $15k at the midpoint. Salary bands, both switching directions, and the shared skills below — every number from live postings, refreshed nightly.
Data Engineer
60 open roles · data engineer salary · careers for data engineers
Database Administrator
8 open roles · database administrator salary · careers for database administrators
The overlap, measured
Skills that appear in both occupations’ posting demand. This is the shared core; everything else on each side is the difference.
Switching, both directions
The asymmetry is the finding: data engineer → database administrator reads 64% ready; the reverse only 19%. Skill overlap is not symmetric, and the direction you travel matters.
Data Engineer → Database Administrator
Transition estimate: 9–16 mo.
The gap, from database administrator postings: Linux, NoSQL, Cybersecurity.
Database Administrator → Data Engineer
Transition estimate: 12–24 mo.
The gap, from data engineer postings: Python, Spark, dbt, Airflow.
Related comparisons
- Data Architect vs Data Engineer95% peak overlap
- Data Analyst vs Data Engineer63% peak overlap
- Data Engineer vs Solutions Architect56% peak overlap
- Data Engineer vs Data Scientist47% peak overlap
- BI Developer vs Data Engineer46% peak overlap
- Data Engineer vs Product Analyst46% 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 engineer or database administrator?
Posted mid-bands from each occupation's own corpus: Data Engineer $80k–$133k, Database Administrator $70k–$113k. At the midpoint that favors the data engineer by about $15k a year. Only postings that state pay are counted.
Are data engineer and database administrator the same job?
Related but distinct: postings share a real core and then diverge. Skills both sets of postings ask for: SQL, Azure, ETL, AWS, Data Analysis.
Can a data engineer become a database administrator?
Skill readiness is 64 percent: that share of what database administrator postings demand, a typical data engineer profile already covers. Estimated transition: 9–16 mo.
Can a database administrator become a data engineer?
Skill readiness is 19 percent in this direction. Estimated transition: 12–24 mo. The asymmetry is the finding: data engineer to database administrator is the easier direction (64% vs 19%).
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.