Data streaming jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-30, Data streaming appears in 112 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning Data streaming.
Last updated · 90d ending 2026-10-30
Which roles want Data streaming?
Upload your resume and Skillenai will show which roles your Data streaming experience fits, which skills you already cover, and what is missing.
Frequently asked questions about Data streaming
+Is Data streaming in demand in 2026?
Yes. Data streaming appears in 112 job postings indexed by Skillenai over the 90 days ending 2026-10-30. Software Engineer accounts for the most postings mentioning Data streaming (33.9% of all postings mentioning Data streaming).
+What jobs require Data streaming?
According to the Skillenai jobs index over the 90 days ending 2026-10-30, among roles with at least 20 postings, the highest shares mentioning Data streaming are ML Systems Engineer (4.2% of that role’s postings mention Data streaming), Data Engineering Intern (2.3% of that role’s postings mention Data streaming), Distributed Systems Engineer (1.4% 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 2026-10-30), Data streaming most often appears alongside Python, AWS, Kubernetes, Kafka, SQL.
+Where is Data streaming most in demand?
As of 2026-10-30, the metro areas posting the most jobs requiring Data streaming are Singapore, Dublin, San Francisco, Bengaluru, New York City, 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 |
|---|---|---|
| ML Systems Engineer | 1 | 4.2% |
| Data Engineering Intern | 1 | 2.3% |
| Distributed Systems Engineer | 1 | 1.4% |
| Lead Data Engineer | 1 | 1.4% |
| Platform Architect | 2 | 1.3% |
| Business Intelligence Manager | 1 | 1.1% |
| Staff Software Engineer | 1 | 0.9% |
| Engineering Lead | 1 | 0.8% |
| System Software Engineer | 1 | 0.8% |
| Python Developer | 1 | 0.7% |
Roles with the most Data streaming postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 38 | 33.9% |
| Data Engineer | 17 | 15.2% |
| Engineering Manager | 5 | 4.5% |
| Backend Engineer | 3 | 2.7% |
| IT Data Engineer | 3 | 2.7% |
| Site Reliability Engineer | 3 | 2.7% |
| IoT & Cloud Infrastructure Engineer | 2 | 1.8% |
| Platform Architect | 2 | 1.8% |
| Technical Architect | 2 | 1.8% |
| AI Software Engineer | 1 | 0.9% |
Top companies posting jobs requiring Data streaming
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Airwallex | 5 |
| Capital One | 4 |
| MongoDB | 4 |
| Roche | 4 |
| Pragmatike | 3 |
| Tyson Foods | 3 |
| Atlassian | 2 |
| Staffbase | 2 |
| Intuitive | 2 |
| General Motors | 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 |
|---|---|---|
| Singapore | 5 | 4.5% |
| Dublin | 4 | 3.6% |
| San Francisco | 4 | 3.6% |
| Bengaluru | 3 | 2.7% |
| New York City | 3 | 2.7% |
| Toronto | 3 | 2.7% |
| Budapest | 2 | 1.8% |
| Chantilly | 2 | 1.8% |
| Hawthorne | 2 | 1.8% |
Skills commonly paired with Data streaming
Explore related pages
How this was computed
Weekly job-count charts omit the incomplete current week (weeks start Monday, UTC). Totals include all postings in the stated window. Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-30. 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). An adjusted trend is not shown because comparable posting coverage is insufficient.
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 3e33c73453a84511
- data_as_of
- 2026-10-30
- window_days
- 90