Data Engineer vs Data Scientist
Measured from each occupation's own live postings: mostly different jobs wearing similar names. Posted pay favors the data scientist by about $20k at the midpoint. Salary bands, both switching directions, and the shared skills below, every number from live postings, refreshed nightly.
Data Engineer
600 open roles · data engineer salary · careers for data engineers
Data Scientist
518 open roles · data scientist salary · careers for data scientists
Switching, both directions
Data Engineer → Data Scientist
Not scored: the pair shares too few skills in this direction to measure honestly. Run the instrument with your own skill set for a personal read.
Data Scientist → Data Engineer
The gap, from data engineer postings: Azure, dbt, Airflow, Data Modeling.
Related comparisons
- Data Architect vs Data Engineer91% peak overlap
- Data Scientist vs Machine Learning Engineer70% peak overlap
- Data Analyst vs Data Scientist61% peak overlap
- Data Engineer vs Database Administrator59% peak overlap
- Data Analyst vs Data Engineer57% peak overlap
- Data Scientist vs Product Analyst57% 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 data scientist?
Data Scientist, by about $20k a year at the midpoint. Going by postings that state pay, the posted middle band for a data engineer runs $61k–$135k, and for a data scientist it runs $76k–$160k. We only count postings that state a salary, so these are advertised figures rather than estimates.
Are data engineer and data scientist the same job?
No. Despite the similar names, their postings ask for mostly different skills.
Can a data scientist become a data engineer?
In this direction a typical data scientist profile covers 35% of what data engineer postings ask for.
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.