AI skills glossary · Vector & retrieval
Elasticsearch (OpenSearch)
A distributed search engine for keyword, and now vector, search. The most-named retrieval technology in New York AI postings.
Hiring data as of November 14, 2026, refreshed daily. All terms in the AI skills glossary
- companies naming it
- 5 of 47companies naming it
- open roles naming it
- 24open roles naming it
- of those based in NYC
- 15of those based in NYC
- pay: under 8 posted ranges
- —pay: under 8 posted ranges
What Elasticsearch means
Elasticsearch indexes documents for fast full-text search and analytics; OpenSearch is the open-source fork maintained by AWS, and we count both. Both now support vector search, which lets teams add semantic retrieval to infrastructure they already run.
Elasticsearch in New York job posts
5 of the 47 New York AI companies we track name Elasticsearch in at least one open role today, across 24 postings. 15 of those are based in New York; the rest are remote or in the companies’ other offices.
This is engineering vocabulary: 71% of the postings that name it are Engineering roles.
How to read it
As of September 2026 it is named by more companies in our data than any dedicated vector database. That is a useful corrective to the assumption that RAG means adopting a new datastore: many teams extend the search stack they already have. Search engineering experience is directly relevant to retrieval work.
What these roles pay
Not enough data to publish. We need at least eight distinct posted salary ranges on New York roles naming Elasticsearch before showing a median, and today there are fewer. For posted pay by function and seniority across the whole market, use the NYC salary calculator or the NYC AI engineer salary guide.
Companies naming Elasticsearch, daily
Count of companies with at least one open role naming the term. We read between 46 and 48 companies a day over this period, so a move of one or two is noise.
View as table
| Date | companies |
|---|---|
| 2026-08-17 | 10 |
| 2026-08-18 | 10 |
| 2026-08-19 | 10 |
| 2026-08-20 | 10 |
| 2026-08-21 | 10 |
| 2026-08-22 | 10 |
| 2026-08-23 | 10 |
| 2026-08-24 | 10 |
| 2026-08-25 | 10 |
| 2026-08-26 | 10 |
| 2026-08-27 | 10 |
| 2026-08-28 | 10 |
| 2026-08-29 | 10 |
| 2026-08-30 | 10 |
| 2026-08-31 | 10 |
| 2026-09-01 | 10 |
| 2026-09-02 | 10 |
| 2026-09-03 | 10 |
| 2026-09-04 | 10 |
| 2026-09-05 | 10 |
| 2026-09-06 | 10 |
| 2026-09-07 | 9 |
| 2026-09-08 | 9 |
| 2026-09-09 | 8 |
| 2026-09-10 | 8 |
| 2026-09-11 | 8 |
| 2026-09-12 | 8 |
| 2026-09-13 | 8 |
| 2026-09-14 | 8 |
| 2026-09-15 | 9 |
| 2026-09-16 | 9 |
| 2026-09-17 | 9 |
| 2026-09-18 | 9 |
| 2026-09-19 | 9 |
| 2026-09-20 | 9 |
| 2026-09-21 | 9 |
| 2026-09-22 | 9 |
| 2026-09-23 | 9 |
| 2026-09-24 | 9 |
| 2026-09-25 | 8 |
| 2026-09-26 | 8 |
| 2026-09-27 | 8 |
| 2026-09-28 | 8 |
| 2026-09-29 | 8 |
| 2026-09-30 | 8 |
| 2026-10-01 | 8 |
| 2026-10-02 | 8 |
| 2026-10-03 | 8 |
| 2026-10-04 | 8 |
| 2026-10-05 | 8 |
| 2026-10-06 | 8 |
| 2026-10-07 | 8 |
| 2026-10-08 | 8 |
| 2026-10-09 | 8 |
| 2026-10-10 | 8 |
| 2026-10-11 | 8 |
| 2026-10-12 | 8 |
| 2026-10-13 | 8 |
| 2026-10-14 | 8 |
| 2026-10-15 | 8 |
| 2026-10-16 | 8 |
| 2026-10-17 | 8 |
| 2026-10-18 | 8 |
| 2026-10-19 | 8 |
| 2026-10-20 | 8 |
| 2026-10-21 | 8 |
| 2026-10-22 | 8 |
| 2026-10-23 | 8 |
| 2026-10-24 | 8 |
| 2026-10-25 | 8 |
| 2026-10-26 | 8 |
| 2026-10-27 | 8 |
| 2026-10-28 | 7 |
| 2026-10-29 | 7 |
| 2026-10-30 | 7 |
| 2026-10-31 | 7 |
| 2026-11-01 | 7 |
| 2026-11-02 | 6 |
| 2026-11-03 | 6 |
| 2026-11-04 | 6 |
| 2026-11-05 | 6 |
| 2026-11-06 | 6 |
| 2026-11-07 | 6 |
| 2026-11-08 | 6 |
| 2026-11-09 | 6 |
| 2026-11-10 | 6 |
| 2026-11-11 | 5 |
| 2026-11-12 | 5 |
| 2026-11-13 | 5 |
| 2026-11-14 | 5 |
Which roles
The same postings, by function and by seniority.
- Engineering17
- GTM5
- Research2
- Mid14
- Staff/Principal5
- Senior3
- Leadership1
- Manager1
Named alongside Elasticsearch
Terms that appear in the same postings far more often than chance would put them there. The number is how many of the 5 companies pair the two.
- Vector search 2
- Apache Kafka 2
- Java 2
- Apache Airflow 2
- AWS 4
- TypeScript 3
- Go 3
- Python 5
- RAG 2
- Observability 3
Open roles naming Elasticsearch
A sample from today’s data, New York roles first and one per company before any repeats. Links go to the employer’s own posting. For the full market, see AI jobs in NYC.
- Backend Engineer, Agent Collaboration Platform ↗Hebbia · NYC
- Engineering Manager ↗Clay · New York
- Founding Forward Deployed Engineer ↗Alloy · New York City, Remote
- Member of Technical Staff - Research, Inference ↗Modal · New York
- Cloud Support Engineer ↗AlphaSense · Remote - United States
- Backend Engineer, Agents ↗Hebbia · NYC
- Software Engineer (Prior Staff / Principal Experience) ↗Clay · New York
- Lead Full Stack Engineer, Partner Ecosystem ↗Alloy · New York City
How this is counted
Every day we read the open roles on the public job boards of the New York AI companies in our coverage — the NYC AI 100 and the AI in NYC Show roster. This term is matched against each role’s description after removing the text a company repeats across its postings, so an “About us” paragraph cannot tag every role the company has open. A vendor’s own postings never count toward its own name.
The figure means named in a job posting. It does not mean used in production, and a “nice to have” counts the same as a requirement. Companies are the headline number because posting counts are dominated by whichever few employers are hiring hardest this month.
Full method, including the pay rules, is on the glossary index; the underlying series is the NYC AI Hiring Index.
Elasticsearch: common questions
What does Elasticsearch mean in an AI job posting?
A distributed search engine for keyword, and now vector, search. The most-named retrieval technology in New York AI postings. As of September 2026 it is named by more companies in our data than any dedicated vector database. That is a useful corrective to the assumption that RAG means adopting a new datastore: many teams extend the search stack they already have. Search engineering experience is directly relevant to retrieval work.
How many New York AI companies are hiring for Elasticsearch?
As of November 14, 2026, 5 of the 47 New York AI companies we track name Elasticsearch in the description of at least one open role, across 24 postings (15 based in New York). The count refreshes daily from the companies’ own job boards.
What do roles that ask for Elasticsearch pay in New York?
We do not publish a pay figure for Elasticsearch yet. Fewer than eight New York postings naming it carry a distinct posted salary range, and below that number a median says more about two or three employers than about the market.
Which skills are asked for alongside Elasticsearch?
In the same postings, the terms most distinctively paired with Elasticsearch are Vector search, Apache Kafka, Java, Apache Airflow, AWS. We rank pairings by how much more often they appear together than apart, so near-universal terms such as Python do not crowd out the informative ones.
Related
- AI skills glossary: every term, counted daily
- NYC AI skill map: which kinds of company hire for which skills
- AI jobs in NYC: every open role we read
- NYC AI Hiring Index: the weekly read on the same data
- NYC AI engineer salary guide: posted pay by role
