dynamic analysis jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-10-30, dynamic analysis appears in 201 job postings indexed by Skillenai over the past 90 days — Security Engineer has the most postings mentioning dynamic analysis.
Last updated · 90d ending 2026-10-30
Which roles want dynamic analysis?
Upload your resume and Skillenai will show which roles your dynamic analysis experience fits, which skills you already cover, and what is missing.
Frequently asked questions about dynamic analysis
+Is dynamic analysis in demand in 2026?
Yes. dynamic analysis appears in 201 job postings indexed by Skillenai over the 90 days ending 2026-10-30. Security Engineer accounts for the most postings mentioning dynamic analysis (16.9% of all postings mentioning dynamic analysis).
+What jobs require dynamic analysis?
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 dynamic analysis are Vulnerability Researcher (23.8% of that role’s postings mention dynamic analysis), Security Research Engineer (10.7% of that role’s postings mention dynamic analysis), Security Researcher (10.5% of that role’s postings mention dynamic analysis).
+What skills are commonly paired with dynamic analysis?
Across job postings indexed by Skillenai (90 days ending 2026-10-30), dynamic analysis most often appears alongside static analysis, Python, threat modeling, CI/CD, Go.
+Where is dynamic analysis most in demand?
As of 2026-10-30, the metro areas posting the most jobs requiring dynamic analysis are San Francisco, Herndon, San Juan, Tel Aviv, New York City, according to the Skillenai jobs index.
+How can I keep up with new dynamic analysis content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning dynamic analysis alongside the jobs index. You can subscribe to a daily email digest of new dynamic analysis content from your Skillenai account.
+Which skills come before and after dynamic analysis?
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 dynamic analysis — last 90 days
Career paths around dynamic analysis
Skills documented before and after this skill across employer changes.
Historical career profiles · all locations
Skills before dynamic analysis
Skills after dynamic analysis
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: vulnerability aggregation | 1 |
| Before: FE exam review | 1 |
| Before: JavaScript minification | 1 |
| Before: search engine web app | 1 |
| Before: output formatting | 1 |
| Before: structural engineering | 1 |
| Before: profiling | 1 |
| Before: Model-Based Systems Engineering (MBSE) | 1 |
| After: containers | 1 |
| After: DynamoDB | 1 |
| After: AWS Lambda | 1 |
| After: docker | 1 |
| After: Web scraping | 1 |
| After: BeautifulSoup | 1 |
| After: Firewalls | 1 |
| After: Integration Services | 1 |
Roles most likely to require dynamic analysis
Among roles with at least 20 postings in the same period.
| Role | Postings mentioning skill | % of role postings mentioning skill |
|---|---|---|
| Vulnerability Researcher | 5 | 23.8% |
| Security Research Engineer | 6 | 10.7% |
| Security Researcher | 8 | 10.5% |
| Embedded Security Engineer | 3 | 8.8% |
| Incident Response Analyst | 1 | 5.0% |
| Mechanical Engineer | 3 | 4.9% |
| Product Security Engineer | 16 | 4.4% |
| AI Security Specialist | 1 | 4.2% |
| Application Security Analyst | 1 | 4.0% |
| Cyber Software Engineer | 1 | 3.8% |
Roles with the most dynamic analysis postings
| Role | Postings mentioning skill | Share of skill postings |
|---|---|---|
| Security Engineer | 34 | 16.9% |
| Software Engineer | 20 | 10.0% |
| Product Security Engineer | 16 | 8.0% |
| Application Security Engineer | 15 | 7.5% |
| Cybersecurity Engineer | 8 | 4.0% |
| Security Researcher | 8 | 4.0% |
| Vulnerability Research Engineer | 7 | 3.5% |
| Security Research Engineer | 6 | 3.0% |
| Vulnerability Researcher | 5 | 2.5% |
| Embedded Security Engineer | 3 | 1.5% |
Top companies posting jobs requiring dynamic analysis
Employers ranked by indexed job postings in the last 90 days.
| Company | Postings · 90 days |
|---|---|
| Clarity Innovations | 12 |
| Chainguard | 9 |
| Elastic | 6 |
| NVIDIA | 6 |
| Chalk | 5 |
| Bosch | 5 |
| Palo Alto Networks | 5 |
| Galaxy | 4 |
| Shieldapp | 4 |
| Crusoe | 4 |
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 dynamic analysis
| Name | Postings | Share |
|---|---|---|
| San Francisco | 11 | 5.5% |
| Herndon | 8 | 4.0% |
| San Juan | 8 | 4.0% |
| Tel Aviv | 8 | 4.0% |
| New York City | 4 | 2.0% |
| San Diego | 4 | 2.0% |
| Costa Mesa | 3 | 1.5% |
| Michigan City | 3 | 1.5% |
| Santa Clara | 3 | 1.5% |
Skills commonly paired with dynamic analysis
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 dynamic analysis by all postings for each role in the same window, ranking roles with at least 20 postings. Role distribution divides each role’s dynamic analysis postings by all dynamic analysis 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
- 16dc033000c506b8
- data_as_of
- 2026-10-30
- window_days
- 90