Data streaming jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-09-30, Data streaming appears in 124 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning Data streaming, with demand share down 16.4% vs the prior 4 weeks.
Last updated · 90d ending 2026-09-30
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Frequently asked questions about Data streaming
+Is Data streaming in demand in 2026?
Yes. Data streaming appears in 124 job postings indexed by Skillenai over the 90 days ending 2026-09-30. Software Engineer accounts for the most postings mentioning Data streaming (41.9% of all postings mentioning Data streaming).
+What jobs require Data streaming?
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 Data streaming are Data Consultant (8.3% of that role’s postings mention Data streaming), .NET Developer (2.5% of that role’s postings mention Data streaming), ML Ops Engineer (2.4% of that role’s postings mention Data streaming).
+What skills are commonly paired with Data streaming?
Across job postings indexed by Skillenai (90 days ending 2026-09-30), Data streaming most often appears alongside AWS, Kubernetes, Python, Kafka, Distributed systems.
+Where is Data streaming most in demand?
As of 2026-09-30, the metro areas posting the most jobs requiring Data streaming are San Francisco, Singapore, Dublin, Lisbon, Bengaluru, according to the Skillenai jobs index.
+How can I keep up with new Data streaming content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning Data streaming alongside the jobs index. You can subscribe to a daily email digest of new Data streaming content from your Skillenai account.
+Which skills come before and after Data streaming?
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 Data streaming — last 90 days
Career paths around Data streaming
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before Data streaming
Skills after Data streaming
How to read this chart · view counts
Each side is an independent set of observed employer moves, not the same people followed through three stages. Ribbon widths compare move counts within that side. Internal moves are not included.
The following position documents a skill that the preceding position does not. Skills must be linked to both positions, with clear dates and no overlap. One move can connect several skill pairs. These patterns suggest skills to explore; they do not establish prerequisites, when a skill was learned, or a higher skill level.
Source: Skillenai talent graph, historical career profiles. Historical descriptions and coverage can change. Only the leading published connections are shown.
| Connection | Moves |
|---|---|
| Before: ETL pipelines | 2 |
| Before: sql | 2 |
| Before: Flat Files | 1 |
| Before: data quality checks | 1 |
| Before: Indexing | 1 |
| Before: C# | 1 |
| Before: ODS | 1 |
| Before: Cloud ERP | 1 |
| After: Tableau | 2 |
| After: ci/cd | 1 |
| After: predictive analytics | 1 |
| After: TIDAL | 1 |
| After: Hive UDF | 1 |
| After: Playwright | 1 |
| After: Microsoft Azure | 1 |
| After: automated testing framework | 1 |
Roles most likely to require Data streaming
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Data Consultant | 2 | 8.3% |
| .NET Developer | 1 | 2.5% |
| ML Ops Engineer | 1 | 2.4% |
| ML Systems Engineer | 1 | 2.4% |
| Distributed Systems Engineer | 1 | 1.5% |
| Python Developer | 1 | 1.4% |
| Lead Data Engineer | 1 | 1.3% |
| Principal Architect | 1 | 1.2% |
| Business Intelligence Manager | 1 | 1.1% |
| Data Platform Engineer | 3 | 1.0% |
Roles with the most Data streaming postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 52 | 41.9% |
| Data Engineer | 15 | 12.1% |
| Engineering Manager | 9 | 7.3% |
| Backend Engineer | 3 | 2.4% |
| Data Platform Engineer | 3 | 2.4% |
| Site Reliability Engineer | 3 | 2.4% |
| Data Consultant | 2 | 1.6% |
| Solutions Architect | 2 | 1.6% |
| Technical Architect | 2 | 1.6% |
| .NET Developer | 1 | 0.8% |
Top companies posting jobs requiring Data streaming
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Airwallex | 6 |
| MongoDB | 6 |
| Airbnb | 4 |
| Capital One | 4 |
| Scale AI | 4 |
| SpaceX | 3 |
| Roche | 3 |
| Nike | 2 |
| Staffbase | 2 |
| Anduril | 2 |
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 Data streaming
| Name | Postings | Share |
|---|---|---|
| San Francisco | 7 | 5.6% |
| Singapore | 5 | 4.0% |
| Dublin | 4 | 3.2% |
| Lisbon | 4 | 3.2% |
| Bengaluru | 3 | 2.4% |
| Hawthorne | 3 | 2.4% |
| New York City | 3 | 2.4% |
| Seattle | 3 | 2.4% |
| Budapest | 2 | 1.6% |
Skills commonly paired with Data streaming
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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 Data streaming by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s Data streaming postings by all Data streaming 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
- 3e33c73453a84511
- 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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