Which role family actually pays most

Median midpoint by published role family · snapshot 2026-10-26 · 8,049 postings with a range

Data / Mltop family
$237,500its median
Support / Opsbottom family
$75,500spread

The spread between the best- and worst-paid family here is $75,500 at the median — larger than the difference between an entry-level and a senior title in most of the same functions. The ordering is stable across refreshes: technical IC roles sit at the top, customer-facing and operational roles at the bottom, with finance and legal in the middle because that bucket mixes $150k analysts with $400k counsel.

Role familyPostingsMedianp25p75
data / ml366$237,500$189,560$323,000
product548$225,000$189,329$266,250
engineering2,201$223,050$185,000$277,500
security331$204,000$165,650$260,000
design219$195,000$151,500$245,000
finance / legal731$193,568$142,000$245,000
marketing519$187,625$157,250$226,250
other680$180,250$125,000$250,000
sales1,239$164,000$116,300$245,500
support / ops1,215$162,000$117,600$208,485

Two cautions before you compare yourself to this table. First, these are posted ranges, not offers — companies that publish ranges tend to be the ones with pay-transparency practices, and the posting is a band the hiring manager expects to negotiate inside. Second, the family labels are ours: a "solutions engineer" lands in engineering here, a "technical account manager" in sales. Read the row that matches your actual work, not your job title.

Within engineering the ladder is steep and compressed: the p25 to p75 span is $185,000 to $277,500 — a quarter of engineering postings sit above the median for the whole dataset.

Related: do titles predict level? · remote pay · the dataset.

A longer read: One company, one $75,500 gap between role families on dev.to.