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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

1,882

open roles

Software Engineer

8,202

open roles

What the data shows

  • Software Engineer roles account for 81% of active listings between these two roles — 6,320 more open positions than Data Engineer right now.

  • Software Engineer commands a higher median salary — $140,074 vs $109,727 — a gap of roughly 28%. Both roles show meaningful upside at the 75th percentile.

  • Software Engineer skews more remote-friendly — 22% of listings offer remote work vs 14% for Data Engineer, a 8-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

$70,000

Median

$109,727

P75

$143,858

Software Engineer

P25

$90,000

Median

$140,074

P75

$183,500

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.

PythonAWSStakeholder MgmtSQL

Data from active job listings · Updated hourly