Zelh

Zelh tech stack

Zelh builds mostly with SQL, JavaScript, Python, TypeScript. Its stack also includes AWS, Anthropic, Chroma, Pinecone. SQL is named in 2 of the 4 job postings Zelh published in the last 12 months (50%). Counted by Alion from the job postings of Zelh, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
30
Postings analysed
4
Open now
4
Modernity
81 /100
New in 6 months
1

What programming languages does Zelh use?

SQL is named in 50% of job postings at Zelh, followed by JavaScript (25%), Python (25%), TypeScript (25%).

SQL 2 50% required in 100% · 2 open now · since Apr 2026
JavaScript 1 25% required in 100% · 1 open now · since Nov 2026
Python 1 25% required in 100% · 1 open now · since Nov 2026
TypeScript 1 25% required in 100% · 1 open now · since Nov 2026

What frameworks and libraries does Zelh use?

AutoGen is named in 25% of job postings at Zelh, followed by CrewAI (25%), LangChain (25%), LangGraph (25%).

AutoGen 1 25% required in 100% · 1 open now · since Nov 2026
CrewAI 1 25% required in 100% · 1 open now · since Nov 2026
LangChain 1 25% required in 100% · 1 open now · since Nov 2026
LangGraph 1 25% required in 100% · 1 open now · since Nov 2026

What databases does Zelh use?

Chroma is named in 25% of job postings at Zelh, followed by Pinecone (25%), Weaviate (25%).

Chroma 1 25% required in 100% · 1 open now · since Nov 2026
Pinecone 1 25% required in 100% · 1 open now · since Nov 2026
Weaviate 1 25% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does Zelh use?

AWS is named in 25% of job postings at Zelh, followed by Anthropic (25%), Azure (25%), GCP (25%).

AWS 1 25% required in 100% · 1 open now · since Nov 2026
Anthropic 1 25% required in 100% · 1 open now · since Nov 2026
Azure 1 25% required in 100% · 1 open now · since Nov 2026
GCP 1 25% required in 100% · 1 open now · since Nov 2026
OpenAI 1 25% required in 100% · 1 open now · since Nov 2026
Power BI 1 25% required in 100% · 1 open now · since Apr 2026

What developer tools does Zelh use?

Microsoft Excel is named in 50% of job postings at Zelh, followed by Docker (25%), Rest API (25%).

Microsoft Excel 2 50% required in 100% · 2 open now · since Oct 2026
Docker 1 25% required in 100% · 1 open now · since Nov 2026
Rest API 1 25% required in 100% · 1 open now · since Nov 2026

What AI and ML technologies does Zelh use?

LLM is named in 25% of job postings at Zelh.

LLM 1 25% required in 100% · 1 open now · since Nov 2026

Which engineering practices does Zelh ask for?

AI Agents is named in 25% of job postings at Zelh, followed by CI/CD (25%), Dimensional Modeling (25%), Embeddings (25%).

AI Agents 1 25% required in 100% · 1 open now · since Nov 2026
CI/CD 1 25% required in 100% · 1 open now · since Nov 2026
Dimensional Modeling 1 25% required in 100% · 1 open now · since Apr 2026
Embeddings 1 25% required in 100% · 1 open now · since Nov 2026
Function Calling 1 25% required in 100% · 1 open now · since Nov 2026
LLM Guardrails 1 25% required in 100% · 1 open now · since Nov 2026
Multi-Agent Systems 1 25% required in 100% · 1 open now · since Nov 2026
RAG 1 25% required in 100% · 1 open now · since Nov 2026
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How is the Zelh stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Microsoft ExcelOct 2026

How modern is the Zelh stack?

Cutting-edge AI adopter 81/100

Zelh scores 81 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

Questions about the Zelh tech stack

What programming languages does Zelh use?

The languages named in Zelh job postings are SQL (50%), JavaScript (25%), Python (25%), TypeScript (25%), as a share of the 4 postings of the last 12 months.

What cloud and platforms does Zelh use?

The cloud and platforms named in Zelh job postings are AWS (1), Anthropic (1), Azure (1) (postings in brackets).

Is the Zelh tech stack changing?

Yes. Microsoft Excel first appeared in Zelh job postings in the last six months.

How modern is the Zelh tech stack?

Zelh scores 81 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Zelh tech stack?

Alion reads every job posting Zelh publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Nov 10, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Zelh tech stack: 30 technologies from 4 job postings", as of Nov 10, 2026. https://alion.io/company/zelh-2/technologies

Licence: CC BY-SA 4.0JSON