availability jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-01, availability appears in 182 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning availability, with demand share up 4.8% vs the prior 4 weeks.
Last updated · 90d ending 2026-10-01
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Frequently asked questions about availability
+Is availability in demand in 2026?
Yes. availability appears in 182 job postings indexed by Skillenai over the 90 days ending 2026-10-01. Software Engineer accounts for the most postings mentioning availability (16.5% of all postings mentioning availability).
+What jobs require availability?
According to the Skillenai jobs index over the 90 days ending 2026-10-01, among roles with at least 20 postings, the highest shares mentioning availability are Site Reliability Engineering Manager (7.7% of that role’s postings mention availability), Core Infrastructure Engineer (7.0% of that role’s postings mention availability), Information Technology Specialist (6.1% of that role’s postings mention availability).
+What skills are commonly paired with availability?
Across job postings indexed by Skillenai (90 days ending 2026-10-01), availability most often appears alongside scalability, security, Distributed systems, performance, observability.
+Where is availability most in demand?
As of 2026-10-01, the metro areas posting the most jobs requiring availability are Bengaluru, Nashville, Berlin, Dublin, Hyderabad, according to the Skillenai jobs index.
+How can I keep up with new availability content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning availability alongside the jobs index. You can subscribe to a daily email digest of new availability content from your Skillenai account.
+Which skills come before and after availability?
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 availability — last 90 days
Career paths around availability
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before availability
Skills after availability
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: python | 2 |
| Before: Wireshark | 2 |
| Before: Network Infrastructure | 1 |
| Before: BGP | 1 |
| Before: brute-force login attacks | 1 |
| Before: functional system level testing | 1 |
| Before: C# | 1 |
| Before: SIEMs | 1 |
| After: PySpark | 2 |
| After: Azure DevOps | 2 |
| After: api | 2 |
| After: infrastructure | 1 |
| After: IMDB | 1 |
| After: procedures | 1 |
| After: systems | 1 |
| After: source database | 1 |
Roles most likely to require availability
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Site Reliability Engineering Manager | 4 | 7.7% |
| Core Infrastructure Engineer | 3 | 7.0% |
| Information Technology Specialist | 2 | 6.1% |
| Reliability Engineer | 1 | 4.8% |
| Information Security Architect | 1 | 4.3% |
| Salesforce Architect | 2 | 3.2% |
| Cyber Security Architect | 1 | 3.0% |
| IT Cybersecurity Specialist | 1 | 3.0% |
| Systems Engineering Manager | 2 | 2.7% |
| Chief Architect | 1 | 2.7% |
Roles with the most availability postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 30 | 16.5% |
| Engineering Manager | 13 | 7.1% |
| Solution Architect | 13 | 7.1% |
| Site Reliability Engineer | 10 | 5.5% |
| Product Manager | 8 | 4.4% |
| Backend Engineer | 6 | 3.3% |
| Information Security Engineer | 6 | 3.3% |
| Software Engineering Manager | 5 | 2.7% |
| Systems Engineer | 5 | 2.7% |
| Technical Program Manager | 5 | 2.7% |
Top companies posting jobs requiring availability
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Oracle | 8 |
| 7 | |
| Snap | 7 |
| Wells Fargo India Solutions Private Ltd | 4 |
| OneTrust | 4 |
| MongoDB | 4 |
| Cisco | 4 |
| Mastercard | 3 |
| Capital One | 3 |
| Okta | 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 availability
| Name | Postings | Share |
|---|---|---|
| Bengaluru | 10 | 5.5% |
| Nashville | 7 | 3.8% |
| Berlin | 4 | 2.2% |
| Dublin | 4 | 2.2% |
| Hyderabad | 4 | 2.2% |
| Pune | 4 | 2.2% |
| Tel Aviv | 4 | 2.2% |
| Atlanta | 3 | 1.6% |
| Chicago | 3 | 1.6% |
Skills commonly paired with availability
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Explore related pages
- Site Reliability Engineering Manager
- Core Infrastructure Engineer
- Information Technology Specialist
- Reliability Engineer
- Information Security Architect
- Salesforce Architect
- Cyber Security Architect
- IT Cybersecurity Specialist
- scalability
- security
- Distributed systems
- performance
- observability
- Latency
- Python
- reliability
How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-01. 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 availability by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s availability postings by all availability 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
- f4f998303a82571e
- data_as_of
- 2026-10-01
- 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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