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In short

Distributed Systems is required most often, in 110 of 271 (41%) staff software engineer roles at tech companies whose requirements we read in the 90 days to Oct 16, 2026, then Python (94) and AWS (71). Among roles that state years, 139 of 212 (66%) ask for at least 8 years. We counted 273 roles, each at a different employer.

Distributed Systems
110 of 271 (41%)
Required most often, of the roles we could read
8+ years
139 of 212 (66%)
Of roles stating years
Median stated pay
$226k a year
160 of 273 (59%) state pay

What the postings ask for

Out of the 271 roles whose requirements we could read, of 273 in all. At most 10 per list, those asked for most. Under each required skill, the same skill in senior roles, out of the 875 whose requirements we could read.

Required
SkillRoles asking
Distributed Systems
110 of 271 (41%)

Senior: 179 of 875 (20%)

Python
94 of 271 (35%)

Senior: 271 of 875 (31%)

AWS
71 of 271 (26%)

Senior: 230 of 875 (26%)

Kubernetes
67 of 271 (25%)

Senior: not in its top 15

Go
64 of 271 (24%)

Senior: not in its top 15

Observability
64 of 271 (24%)

Senior: not in its top 15

TypeScript
64 of 271 (24%)

Senior: 238 of 875 (27%)

CI/CD
60 of 271 (22%)

Senior: 231 of 875 (26%)

AI
55 of 271 (20%)

Senior: not in its top 15

System Design
52 of 271 (19%)

Senior: not in its top 15

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Preferred
SkillRoles asking
AWS
35 of 271 (13%)
Open Source
24 of 271 (9%)
TypeScript
24 of 271 (9%)
CI/CD
23 of 271 (8%)
Python
23 of 271 (8%)
React
23 of 271 (8%)
AI
21 of 271 (8%)
LLMs
21 of 271 (8%)
Machine Learning
21 of 271 (8%)
Observability
21 of 271 (8%)

Experience

Asked most often: 8–9 years, 86 of 212 (41%).

Of the 212 roles that state years

Under 3 years
0 of 212 (0%)
3–4 years
4 of 212 (2%)
5–7 years
69 of 212 (33%)
8–9 years
86 of 212 (41%)
10+ years
53 of 212 (25%)

Degree

28 of 267 (10%) require a degree, and 44 more accept experience instead.

Of the 267 roles we could read for it

Required
28 of 267 (10%)
Required, or experience instead
44 of 267 (16%)
Preferred
10 of 267 (4%)
Not mentioned
185 of 267 (69%)

Pay and remote work

Of the 273 roles we could read for it

Median stated pay
$226k a year
Roles stating pay
160 of 273 (59%)
Remote roles
121 of 273 (44%)

Questions about staff software engineer roles

Companies with the most software engineer roles

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How we count: 273 roles in the 90 days to Oct 16, 2026, each role counted once however many boards post it. Methodology