monitoring tools jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-14, monitoring tools appears in 179 job postings indexed by Skillenai over the past 90 days — Software Engineer has the most postings mentioning monitoring tools, with demand share down 13.1% vs the prior 4 weeks.
Last updated · 90d ending 2026-10-14
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Frequently asked questions about monitoring tools
+Is monitoring tools in demand in 2026?
Yes. monitoring tools appears in 179 job postings indexed by Skillenai over the 90 days ending 2026-10-14. Software Engineer accounts for the most postings mentioning monitoring tools (14.5% of all postings mentioning monitoring tools).
+What jobs require monitoring tools?
According to the Skillenai jobs index over the 90 days ending 2026-10-14, among roles with at least 20 postings, the highest shares mentioning monitoring tools are Support Analyst (10.0% of that role’s postings mention monitoring tools), Technical Operations Engineer (9.1% of that role’s postings mention monitoring tools), Technical Services Engineer (5.9% of that role’s postings mention monitoring tools).
+What skills are commonly paired with monitoring tools?
Across job postings indexed by Skillenai (90 days ending 2026-10-14), monitoring tools most often appears alongside Python, CI/CD, AWS, Kubernetes, Java.
+Where is monitoring tools most in demand?
As of 2026-10-14, the metro areas posting the most jobs requiring monitoring tools are Bengaluru, New York City, Barcelona, Dublin, Hyderabad, according to the Skillenai jobs index.
+How can I keep up with new monitoring tools content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning monitoring tools alongside the jobs index. You can subscribe to a daily email digest of new monitoring tools content from your Skillenai account.
+Which skills come before and after monitoring tools?
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 monitoring tools — last 90 days
Career paths around monitoring tools
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before monitoring tools
Skills after monitoring tools
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 | 4 |
| Before: sql | 4 |
| Before: kubernetes | 4 |
| Before: terraform | 4 |
| Before: Ansible | 4 |
| Before: docker | 3 |
| Before: Agile | 3 |
| Before: AWS | 3 |
| After: S3 | 4 |
| After: kubernetes | 3 |
| After: EC2 | 3 |
| After: docker | 3 |
| After: React | 2 |
| After: ci/cd | 2 |
| After: RESTful APIs | 2 |
| After: IAM | 2 |
Roles most likely to require monitoring tools
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Support Analyst | 2 | 10.0% |
| Technical Operations Engineer | 2 | 9.1% |
| Technical Services Engineer | 2 | 5.9% |
| Database Reliability Engineer | 2 | 5.4% |
| Success Architect | 2 | 4.1% |
| Sales Systems Engineer | 1 | 3.8% |
| Azure Cloud Engineer | 2 | 3.6% |
| Field Engineer | 2 | 3.4% |
| Storage Engineer | 1 | 3.1% |
| Oracle Database Administrator | 1 | 2.6% |
Roles with the most monitoring tools postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Software Engineer | 26 | 14.5% |
| DevOps Engineer | 11 | 6.1% |
| Systems Engineer | 11 | 6.1% |
| Site Reliability Engineer | 7 | 3.9% |
| Data Analyst | 6 | 3.4% |
| Platform Engineer | 4 | 2.2% |
| Hardware Failure Analysis Engineer | 3 | 1.7% |
| Security Engineer | 3 | 1.7% |
| AI Support Analyst | 2 | 1.1% |
| Azure Cloud Engineer | 2 | 1.1% |
Top companies posting jobs requiring monitoring tools
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Netcompany | 5 |
| Delivery Hero | 4 |
| JPMorgan Chase & Co. | 4 |
| Accenture | 4 |
| Gusto | 3 |
| Jane Street | 3 |
| xAI | 3 |
| Inetum | 3 |
| Cisco | 3 |
| Anaplan | 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 monitoring tools
| Name | Postings | Share |
|---|---|---|
| Bengaluru | 6 | 3.4% |
| New York City | 6 | 3.4% |
| Barcelona | 4 | 2.2% |
| Dublin | 4 | 2.2% |
| Hyderabad | 4 | 2.2% |
| San Francisco | 4 | 2.2% |
| Kuala Lumpur | 3 | 1.7% |
| Pune | 3 | 1.7% |
| Tokyo | 3 | 1.7% |
Skills commonly paired with monitoring tools
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-10-14. 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 monitoring tools by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s monitoring tools postings by all monitoring tools 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 2,614 identified employers and covers 71% of earlier and 72% of latest indexed postings. Windows: 2026-06-16 to 2026-09-14 and 2026-07-14 to 2026-10-12 (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
- 59fb7c203296e052
- data_as_of
- 2026-10-14
- 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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