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Datamata Studios
Role Comparison

Data Engineer vs Software Engineer

Both roles build the systems companies depend on, but the focus splits early. Data Engineers own the infrastructure that moves and transforms data at scale — pipelines, warehouses and orchestration. Software Engineers ship the products and services users interact with — APIs, frontends and distributed systems. This comparison draws on live job listing data to show where the two roles differ in pay, skills and hiring volume.

Data Engineer

1,922

open roles

Software Engineer

7,112

open roles

What the data shows

  • Software Engineer roles account for 79% of active listings between these two roles — 5,190 more open positions than Data Engineer right now.

  • Software Engineer commands a higher median salary — $147,146 vs $111,800 — a gap of roughly 32%. Both roles show meaningful upside at the 75th percentile.

  • Software Engineer skews more remote-friendly — 19% of listings offer remote work vs 15% for Data Engineer, a 4-point difference.

  • Software Engineer skews more senior — 59% of its listings target senior-level candidates, reflecting the depth of specialization the role demands.

Salary comparison

Data Engineer

P25

$72,133

Median

$111,800

P75

$148,029

Software Engineer

P25

$100,808

Median

$147,146

P75

$186,638

Salary estimates derived from active listings that include explicit pay ranges. Midpoint of stated range used to compute percentiles.

Shared skills

These skills appear in the top 12 for both roles — useful if you're considering a transition or working across both areas.

PythonAWSSQLCI/CD

Data from active job listings · Updated hourly