memory jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-08-27, memory appears in 32 job postings indexed by Skillenai over the past 90 days — most often required for Software Engineer roles.
Last updated · 90d ending 2026-08-27
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Frequently asked questions about memory
+Is memory in demand in 2026?
Yes. memory appears in 32 job postings indexed by Skillenai over the 90 days ending 2026-08-27. It is most often required for Software Engineer roles (31% of Software Engineer postings list it).
+What jobs require memory?
According to the Skillenai jobs index over the 90 days ending 2026-08-27, the job titles most likely to require memory are Software Engineer (31% of postings list memory), AI Engineer (9% of postings list memory), Agent Harness Engineer (6% of postings list memory).
+What skills are commonly paired with memory?
Across job postings indexed by Skillenai (90 days ending 2026-08-27), memory most often appears alongside tool use, Python, observability, LLMs, orchestration.
+Where is memory most in demand?
As of 2026-08-27, the metro areas posting the most jobs requiring memory are Toronto, San Francisco, Amsterdam, Bellevue, Chantilly, according to the Skillenai jobs index.
+How can I keep up with new memory content and jobs?
Skillenai indexes news, blog posts, and research papers mentioning memory alongside the jobs index. You can subscribe to a daily email digest of new memory content from your Skillenai account.
Weekly job postings requiring memory — last 90 days
Job titles most likely to require memory
| Role | Postings mentioning | % requiring |
|---|---|---|
| Software Engineer | 10 | 31.2% |
| AI Engineer | 3 | 9.4% |
| Agent Harness Engineer | 2 | 6.2% |
| AI Architect | 1 | 3.1% |
| AI Platform Engineer | 1 | 3.1% |
| AI Systems Engineer | 1 | 3.1% |
| AI Technical Mentor | 1 | 3.1% |
| AI/ML Full Stack Engineer | 1 | 3.1% |
| AWS AI Engineer | 1 | 3.1% |
| Agent Engineer | 1 | 3.1% |
Top metros hiring for memory
| Name | Postings | Share |
|---|---|---|
| Toronto | 6 | 18.8% |
| San Francisco | 2 | 6.3% |
| Amsterdam | 1 | 3.1% |
| Bellevue | 1 | 3.1% |
| Chantilly | 1 | 3.1% |
| Columbia | 1 | 3.1% |
| London | 1 | 3.1% |
| Machelen | 1 | 3.1% |
| New York City | 1 | 3.1% |
Skills commonly paired with memory
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How this was computed
Counts derive from the Skillenai jobs index over the 90 days ending 2026-08-27. Skills are resolved against the Skillenai canonical taxonomy, so the same entity is counted whether a posting writes 'Python', 'Python 3', or 'python'. Pages refresh weekly (or daily for the top-50 most-requested skills).
- source
- Skillenai jobs index, deduplicated daily
- entity_id
- 53fcf82c8e228216
- data_as_of
- 2026-08-27
- 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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