memory jobs in 2026 — demand, top roles hiring, and related skills
As of 2026-07-02, memory appears in 254 job postings indexed by Skillenai over the past 90 days — most often required for AI Engineer roles, with demand down 46% vs the prior 4 weeks.
Last updated · 90d ending 2026-07-02
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Frequently asked questions about memory
+Is memory in demand in 2026?
Yes. memory appears in 254 job postings indexed by Skillenai over the 90 days ending 2026-07-02, with demand down 46% vs the prior 4 weeks. It is most often required for AI Engineer roles (16% of AI Engineer postings list it).
+What jobs require memory?
According to the Skillenai jobs index over the 90 days ending 2026-07-02, the job titles most likely to require memory are AI Engineer (16% of postings list memory), Software Engineer (10% of postings list memory), Performance QA Engineer (5% of postings list memory).
+What skills are commonly paired with memory?
Across job postings indexed by Skillenai (90 days ending 2026-07-02), memory most often appears alongside Python, LLMs, tool use, planning, observability.
+Where is memory most in demand?
As of 2026-07-02, the metro areas posting the most jobs requiring memory are New York City, San Francisco, Satakha, Bengaluru, Toronto, 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
Salary distribution
Box = 25th–75th percentile · tick = median · whisker = 10th–90th · USD, annualized
Job titles most likely to require memory
| Role | Postings mentioning | % requiring |
|---|---|---|
| AI Engineer | 40 | 15.7% |
| Software Engineer | 26 | 10.2% |
| Performance QA Engineer | 12 | 4.7% |
| ML Engineer | 10 | 3.9% |
| Machine Learning Engineer | 10 | 3.9% |
| Product Manager | 8 | 3.1% |
| Research Engineer | 7 | 2.8% |
| AI Product Engineer | 6 | 2.4% |
| Applied AI Engineer | 6 | 2.4% |
| Staff Software Engineer | 5 | 2.0% |
Top metros hiring for memory
| Name | Postings | Share |
|---|---|---|
| New York City | 19 | 7.5% |
| San Francisco | 19 | 7.5% |
| Satakha | 12 | 4.7% |
| Bengaluru | 6 | 2.4% |
| Toronto | 6 | 2.4% |
| Warsaw | 5 | 2.0% |
| Hyderabad | 4 | 1.6% |
| Lisbon | 4 | 1.6% |
| Prague | 4 | 1.6% |
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 2026-07-02. 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
- 2026-07-02
- 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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