Skill report · Backend & APIs
Distributed Systems: demand in job postings
Distributed Systems is named in 24% of the 28,652 tech job postings Mettlespark read in the United States and Canada over the last 180 days (6,884 postings), most often for Backend Engineer at 52%, Applied Scientist at 43% and MLOps Engineer at 43%. When a posting names it, 86% list it as required.
From 28,652 postings in the United States and Canada, April 23, 2026 to October 20, 2026. Updated October 20, 2026. How we count
- Postings naming it
- 6,88424% of all postings
- Required when named
- 86%rather than nice to have
- Senior level or above
- 69%of the postings naming it
- Time to learn
- about 60 hoursfrom zero to job-ready, Mettlespark's estimate
Over time
Its share of postings has fallen about 2.7 points since October 2023, comparing like with like, but it has turned down lately.
The roles that ask for it most
The share of each role's postings that name Distributed Systems.
| Role | Share of the role's postings |
|---|---|
| Backend Engineer | |
| Applied Scientist | |
| MLOps Engineer | |
| Site Reliability Engineer | |
| Software Engineer | |
| Full-Stack Engineer | |
| Engineering Manager | |
| Machine Learning Engineer |
Often asked for alongside
The share of postings naming Distributed Systems that also name each.
- Python49%
- AWS45%
- Observability40%
- Java36%
- CI/CD35%
- Machine Learning35%
Industries
Where the postings naming it come from.
- Banking & Financial Services9%
- Enterprise Software & SaaS8%
- Aerospace & Defense6%
- Healthcare5%
Quick answers
Is Distributed Systems in demand?
Distributed Systems is named in 24% of tech job postings in the United States and Canada over the last 180 days, 6,884 postings, and required in 86% of those. Its share of postings has fallen about 2.7 points since October 2023, comparing like with like, but it has turned down lately.
Which jobs ask for Distributed Systems?
Backend Engineer, Applied Scientist, MLOps Engineer and Site Reliability Engineer postings name it most often: 52% of Backend Engineer postings, 43% of Applied Scientist postings, 43% of MLOps Engineer postings.
What skills go with Distributed Systems?
Postings that name Distributed Systems most often also name Python, AWS, Observability and Java.
How long does it take to learn Distributed Systems?
About 60 hours from zero to job-ready, by Mettlespark's estimate; less with the prerequisites already in hand.