jobs jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-30, jobs appears in 25 job postings indexed by Skillenai over the past 90 days — Data Engineer has the most postings mentioning jobs.
Last updated · 90d ending 2026-10-30
Which roles want jobs?
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Frequently asked questions about jobs
+Is jobs in demand in 2026?
Yes. jobs appears in 25 job postings indexed by Skillenai over the 90 days ending 2026-10-30. Data Engineer accounts for the most postings mentioning jobs (20.0% of all postings mentioning jobs).
+What jobs require jobs?
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 jobs are Sales Operations Analyst (1.5% of that role’s postings mention jobs), Systems Architect (0.5% of that role’s postings mention jobs), Data Platform Engineer (0.3% of that role’s postings mention jobs).
+What skills are commonly paired with jobs?
Across job postings indexed by Skillenai (90 days ending 2026-10-30), jobs most often appears alongside Databricks, SQL, Python, CI/CD, notebooks.
+Where is jobs most in demand?
As of 2026-10-30, the metro areas posting the most jobs requiring jobs are Silver Spring, Bengaluru, Tel Aviv, Brasil Novo, College Station, according to the Skillenai jobs index.
+How can I keep up with new jobs content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning jobs alongside the jobs index. You can subscribe to a daily email digest of new jobs content from your Skillenai account.
+Which skills come before and after jobs?
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 jobs — last 90 days
Career paths around jobs
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before jobs
Skills after jobs
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: Android | 2 |
| Before: iOS | 2 |
| Before: documentation | 2 |
| Before: GitHub Enterprise | 1 |
| Before: TSQL | 1 |
| Before: ETL routines | 1 |
| Before: Hive queries | 1 |
| Before: procedures | 1 |
| After: data engineering | 2 |
| After: SQL Server | 2 |
| After: metrics | 2 |
| After: C# | 1 |
| After: MicroStrategy | 1 |
| After: ETL | 1 |
| After: Azure DevOps | 1 |
| After: Campaign measurement | 1 |
Roles most likely to require jobs
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Sales Operations Analyst | 1 | 1.5% |
| Systems Architect | 1 | 0.5% |
| Data Platform Engineer | 1 | 0.3% |
| Quality Assurance Specialist | 1 | 0.2% |
| Analytics Engineer | 1 | 0.1% |
| Full Stack Engineer | 2 | 0.1% |
| Full Stack Developer | 1 | 0.1% |
| Data Engineer | 5 | 0.1% |
| Backend Engineer | 2 | 0.1% |
| Test Engineer | 1 | 0.1% |
Roles with the most jobs postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Data Engineer | 5 | 20.0% |
| Software Engineer | 3 | 12.0% |
| Backend Engineer | 2 | 8.0% |
| Full Stack Engineer | 2 | 8.0% |
| Analytics Engineer | 1 | 4.0% |
| Data Platform Engineer | 1 | 4.0% |
| Databricks Data Engineer | 1 | 4.0% |
| Databricks Engineer | 1 | 4.0% |
| Full Stack Developer | 1 | 4.0% |
| IGA Engineer | 1 | 4.0% |
Top companies posting jobs requiring jobs
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| ProSidian Consulting | 4 |
| Similarweb | 3 |
| Fiserv | 1 |
| Renesas | 1 |
| Version 1 | 1 |
| Ilia | 1 |
| Definitivehc | 1 |
| Capital Farm Credit | 1 |
| Customized Energy Solutions | 1 |
| OpenFX | 1 |
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 jobs
| Name | Postings | Share |
|---|---|---|
| Silver Spring | 4 | 16.0% |
| Bengaluru | 3 | 12.0% |
| Tel Aviv | 3 | 12.0% |
| Brasil Novo | 1 | 4.0% |
| College Station | 1 | 4.0% |
| Madrid | 1 | 4.0% |
| New York City | 1 | 4.0% |
| San Francisco | 1 | 4.0% |
| São Paulo | 1 | 4.0% |
Skills commonly paired with jobs
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 jobs by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s jobs postings by all jobs 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
- c7aa81b62dcbf36e
- data_as_of
- 2026-10-30
- window_days
- 90