Distributed Systems hiring demand

Core and required roles are separated from contextual and optional mentions so the headline does not overstate job intent.

164core + required roles310context + optional mentions87remote-friendly -32 this week

How Distributed Systems appears in job requirements

Inferred from the title and requirement wording in 474 active roles; each role is counted once. Read the methodology.

Posting evidence, not a company-wide stack claim
Main / core
1%(7)
Required
33%(157)
Supporting / context
58%(274)
Nice-to-have
8%(36)

Typical stack around Distributed Systems