streaming systems jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, streaming systems appears in 135 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning streaming systems, with demand share up 0.7% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-30
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Frequently asked questions about streaming systems
+Is streaming systems in demand in 2026?
Yes. streaming systems appears in 135 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning streaming systems (40.0% of all postings mentioning streaming systems).
+What jobs require streaming systems?
According to the Skillenai jobs index over the 90 days ending 2026-09-30, among roles with at least 20 postings, the highest shares mentioning streaming systems are C++ Software Engineer (10.4% of that role’s postings mention streaming systems), Lead Data Scientist (5.0% of that role’s postings mention streaming systems), Senior Data Scientist (3.7% of that role’s postings mention streaming systems).
+What skills are commonly paired with streaming systems?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), streaming systems most often appears alongside Python, Distributed systems, Java, Kubernetes, Kafka.
+Where is streaming systems most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring streaming systems are San Francisco, London, New York City, Austin, Berlin, according to the Skillenai jobs index.
+How can I keep up with new streaming systems content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning streaming systems alongside the jobs index. You can subscribe to a daily email digest of new streaming systems content from your Skillenai account.
+Which skills come before and after streaming systems?
The skill-flow chart shows skills documented in adjacent positions across observed employer changes. An outgoing skill is documented in the following position but not the preceding one. These are ideas to explore, not proven prerequisites, acquisition dates, or levels of mastery. Each ribbon counts employer moves with that skill pair; one move can contribute several pairs.
Weekly indexed postings requiring streaming systems — last 90 days
Career paths around streaming systems
Skills documented before and after this skill across employer changes.
Not enough linked career history to draw this chart yet.
Roles most likely to require streaming systems
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| C++ Software Engineer | 5 | 10.4% |
| Lead Data Scientist | 5 | 5.0% |
| Senior Data Scientist | 1 | 3.7% |
| Software Engineer in Test (SDET) | 1 | 2.6% |
| Lead Data Engineer | 1 | 1.3% |
| Product Engineer | 6 | 1.2% |
| Quantitative Developer | 1 | 1.2% |
| Data Platform Engineer | 3 | 1.0% |
| Fullstack Software Engineer | 1 | 0.7% |
| Principal Engineer | 1 | 0.6% |
Roles with the most streaming systems postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 54 | 40.0% |
| Engineering Manager | 8 | 5.9% |
| Data Engineer | 7 | 5.2% |
| Generalist Engineer | 6 | 4.4% |
| Product Engineer | 6 | 4.4% |
| C++ Software Engineer | 5 | 3.7% |
| Lead Data Scientist | 5 | 3.7% |
| Backend Engineer | 4 | 3.0% |
| AI Engineer | 3 | 2.2% |
| Data Platform Engineer | 3 | 2.2% |
Top companies posting jobs requiring streaming systems
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| CLERA | 15 |
| WorldQuant | 10 |
| VulnCheck | 8 |
| Roku | 8 |
| Wise | 7 |
| Cisco | 7 |
| Moniepoint | 6 |
| OpenAI | 5 |
| Amplitude | 3 |
| Snowflake | 3 |
Job postings indexed over the past 90 days, grouped by resolved employer. Counts are postings, not hires. Companies without a published page appear without a link.
Top metros hiring for streaming systems
| Name | Postings | Share |
|---|---|---|
| San Francisco | 29 | 21.5% |
| London | 10 | 7.4% |
| New York City | 7 | 5.2% |
| Austin | 4 | 3.0% |
| Berlin | 4 | 3.0% |
| San Jose | 4 | 3.0% |
| Bengaluru | 3 | 2.2% |
| Boston | 3 | 2.2% |
| Paris | 3 | 2.2% |
Skills commonly paired with streaming systems
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-09-30. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Role prevalence divides postings mentioning streaming systems by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s streaming systems postings by all streaming systems postings, including postings without a role. Shares need not sum to 100% for the displayed roles. Pages refresh weekly (or daily for the top-50 most-requested skills). Adjusted posting share: 0.1% to 0.1%. Demand share change is the relative percentage change between these adjusted shares. Each employer-and-ATS group has at least 10 postings in each 90-day window; its earlier posting count supplies the same weight in both windows. The panel includes 2,595 identified employers and covers 68% of earlier and 72% of latest indexed postings. Windows: 2026-06-02 to 2026-08-31 and 2026-06-30 to 2026-09-28 (UTC; end dates excluded). The windows overlap by 62 days. Dates reflect indexing, not the employer’s posting date. This measures posting mix, not total hiring or market-wide demand. Matching excludes entrants and exits; changes in crawl completeness within an employer or ATS can still affect the result.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 2d23dd61ecc2e9e8
- data_as_of
- 2026-09-30
- window_days
- 90
The demand, skills, and geo numbers on this page come from the same Skillenai labor market index that powers our API. Use it for compensation benchmarking, hiring-competition analysis, and skill-adoption tracking.
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