Aya tech stack

Aya builds mostly with JavaScript, Node JS, Python, TypeScript. Its stack also includes Hugging Face, Ollama, Pinecone, Qdrant. LLM is named in 5 of the 7 job postings Aya published in the last 12 months (71%). Counted by Alion from the job postings of Aya, updated Oct 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 12, 2026
Technologies in use
35
Postings analysed
7
Modernity
86 /100

What programming languages does Aya use?

JavaScript is named in 43% of job postings at Aya, followed by Node JS (43%), Python (43%), TypeScript (29%).

JavaScript 3 43% required in 100% · since Aug 2026
Node JS 3 43% required in 100% · since Aug 2026
Python 3 43% required in 100% · since Aug 2026
TypeScript 2 29% required in 50% · since Sep 2026

What frameworks and libraries does Aya use?

PoC Library is named in 43% of job postings at Aya, followed by React.js (14%), Vue.js (14%), Pinia (14%).

PoC Library 3 43% optional · since Aug 2026
React.js 1 14% required in 100% · since Aug 2026
Vue.js 1 14% required in 100% · since Sep 2026
Pinia 1 14% optional · since Sep 2026
Vue Router 1 14% optional · since Sep 2026

What databases does Aya use?

Pinecone is named in 43% of job postings at Aya, followed by Qdrant (43%), Weaviate (43%), ClickHouse (29%).

Pinecone 3 43% required in 100% · since Aug 2026
Qdrant 3 43% required in 100% · since Aug 2026
Weaviate 3 43% required in 100% · since Aug 2026
ClickHouse 2 29% required in 100% · since Sep 2026
Redis 2 29% required in 100% · since Sep 2026
PostgreSQL 1 14% required in 100% · since Sep 2026

What cloud and platforms does Aya use?

Hugging Face is named in 43% of job postings at Aya, followed by Ollama (43%), vLLM (43%), Apache Kafka (14%).

Hugging Face 3 43% required in 100% · since Aug 2026
Ollama 3 43% required in 100% · since Aug 2026
vLLM 3 43% required in 100% · since Aug 2026
Apache Kafka 1 14% required in 100% · since Sep 2026
Grafana 1 14% required in 100% · since Sep 2026
Kubernetes 1 14% required in 100% · since Sep 2026
Linux 1 14% required in 100% · since Sep 2026
GitHub 1 14% optional · since Sep 2026

What developer tools does Aya use?

Docker is named in 14% of job postings at Aya, followed by Git (14%), Prometheus (14%), Rest API (14%).

Docker 1 14% required in 100% · since Sep 2026
Git 1 14% required in 100% · since Sep 2026
Prometheus 1 14% required in 100% · since Sep 2026
Rest API 1 14% required in 100% · since Sep 2026
Vite 1 14% required in 100% · since Sep 2026

What AI and ML technologies does Aya use?

LLM is named in 71% of job postings at Aya, followed by Gemma (43%).

LLM 5 71% required in 60% · since Aug 2026
Gemma 3 43% optional · since Aug 2026

Which engineering practices does Aya ask for?

Fine-tuning is named in 43% of job postings at Aya, followed by LLM Guardrails (43%), NLP (43%), RAG (43%).

Fine-tuning 3 43% required in 100% · since Aug 2026
LLM Guardrails 3 43% required in 100% · since Aug 2026
NLP 3 43% required in 100% · since Aug 2026
RAG 3 43% required in 100% · since Aug 2026
CI/CD 2 29% required in 100% · since Aug 2026

What does each Aya team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

3 postings
Hugging Face3
LLM3
Ollama3
Pinecone3
Python3
Qdrant3

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How modern is the Aya stack?

Cutting-edge AI adopter 86/100

Aya scores 86 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: 2; legacy ones: 0.

How common is the Aya stack in its industry?

Share of the 132 companies in the same industries, whose stack Alion knows, that use each technology.

LLM31%
Gemma2%
Hugging Face5%
JavaScript50%
Node JS23%
Ollama1%
Pinecone2%
PoC Library2%
Python53%
Qdrant2%

What sets Aya apart

Gemma2%
Ollama1%
Pinecone2%
PoC Library2%
Qdrant2%
Weaviate2%
vLLM2%

Questions about the Aya tech stack

What programming languages does Aya use?

The languages named in Aya job postings are JavaScript (43%), Node JS (43%), Python (43%), TypeScript (29%), as a share of the 7 postings of the last 12 months.

Does Aya use Hugging Face?

Yes. Hugging Face is named in 3 of 7 job postings (43%) and required in 3 of them.

What cloud and platforms does Aya use?

The cloud and platforms named in Aya job postings are Hugging Face (3), Ollama (3), vLLM (3) (postings in brackets).

What skills do you need for a AI/ML job at Aya?

AI/ML postings at Aya most often require Hugging Face (3), LLM (3), Ollama (3), Pinecone (3), out of 3 postings in the last 12 months.

Is the Aya tech stack changing?

No new technology has appeared in Aya job postings in the last six months.

How modern is the Aya tech stack?

Aya scores 86 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: 2; legacy ones: 0.

How does Alion know the Aya tech stack?

Alion reads every job posting Aya publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 12, 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, "Aya tech stack: 35 technologies from 7 job postings", as of Oct 12, 2026. https://alion.io/company/ayahealth/technologies

Licence: CC BY-SA 4.0JSON