Azuti Services tech stack

Azuti Services builds mostly with Python. Its stack also includes AWS, AWS Lambda, Amazon Redshift, PostgreSQL. LLM is named in 3 of the 3 job postings Azuti Services published in the last 12 months (100%). Counted by Alion from the job postings of Azuti Services, updated Oct 20, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 20, 2026
Technologies in use
69
Postings analysed
3
Open now
2
Modernity
88 /100

What programming languages does Azuti Services use?

Python is named in 33% of job postings at Azuti Services.

Python 1 33% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Azuti Services use?

AutoGen is named in 33% of job postings at Azuti Services, followed by CatBoost (33%), CrewAI (33%), Evidently AI (33%).

AutoGen 1 33% required in 100% · 1 open now · since Jul 2026
CatBoost 1 33% required in 100% · 1 open now · since Jul 2026
CrewAI 1 33% required in 100% · 1 open now · since Jul 2026
Evidently AI 1 33% required in 100% · 1 open now · since Jul 2026
LangChain 1 33% required in 100% · 1 open now · since Jul 2026
LangGraph 1 33% required in 100% · 1 open now · since Jul 2026
LightGBM 1 33% required in 100% · 1 open now · since Jul 2026
LlamaIndex 1 33% required in 100% · 1 open now · since Jul 2026
Show all (15)
Pandas1
Polars1
SHAP1
Sentence-Transformers1
Transformers1
XGBoost1
pgvector1

What databases does Azuti Services use?

Amazon Redshift is named in 33% of job postings at Azuti Services, followed by PostgreSQL (33%), Qdrant (33%), Weaviate (33%).

Amazon Redshift 1 33% required in 100% · 1 open now · since Jul 2026
PostgreSQL 1 33% required in 100% · 1 open now · since Jul 2026
Qdrant 1 33% required in 100% · 1 open now · since Jul 2026
Weaviate 1 33% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Azuti Services use?

AWS is named in 33% of job postings at Azuti Services, followed by AWS Lambda (33%), Amazon ECS (33%), Amazon S3 (33%).

AWS 1 33% required in 100% · 1 open now · since Jul 2026
AWS Lambda 1 33% required in 100% · 1 open now · since Jul 2026
Amazon ECS 1 33% required in 100% · 1 open now · since Jul 2026
Amazon S3 1 33% required in 100% · 1 open now · since Jul 2026
Amazon SageMaker 1 33% required in 100% · 1 open now · since Jul 2026
Anthropic 1 33% required in 100% · 1 open now · since Jul 2026
GitHub 1 33% required in 100% · 1 open now · since Jul 2026
GitHub Actions 1 33% required in 100% · 1 open now · since Jul 2026
Show all (14)
Hugging Face1
MLFlow1
Ollama1
OpenAI1
Weights & Biases1
vLLM1

What developer tools does Azuti Services use?

Copilot is named in 33% of job postings at Azuti Services, followed by Cursor (33%), Docker (33%), Model Context Protocol (33%).

Copilot 1 33% required in 100% · 1 open now · since Jul 2026
Cursor 1 33% required in 100% · 1 open now · since Jul 2026
Docker 1 33% required in 100% · 1 open now · since Jul 2026
Model Context Protocol 1 33% required in 100% · 1 open now · since Jul 2026
Windsurf 1 33% required in 100% · 1 open now · since Jul 2026
dbt 1 33% required in 100% · 1 open now · since Jul 2026

What AI and ML technologies does Azuti Services use?

LLM is named in 100% of job postings at Azuti Services, followed by Gemini (33%), Llama (33%), LoRA (33%).

LLM 3 100% required in 33% · 2 open now · since Jul 2026
Gemini 1 33% required in 100% · 1 open now · since Jul 2026
Llama 1 33% required in 100% · 1 open now · since Jul 2026
LoRA 1 33% required in 100% · 1 open now · since Jul 2026
Mistral 1 33% required in 100% · 1 open now · since Jul 2026
PEFT 1 33% required in 100% · 1 open now · since Jul 2026
QLoRA 1 33% required in 100% · 1 open now · since Jul 2026
Qwen 1 33% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Azuti Services ask for?

AI Agents is named in 100% of job postings at Azuti Services, followed by Agentic Workflows (100%), RAG (100%), Human-in-the-Loop (67%).

AI Agents 3 100% required in 100% · 2 open now · since Jul 2026
Agentic Workflows 3 100% required in 100% · 2 open now · since Jul 2026
RAG 3 100% required in 33% · 2 open now · since Jul 2026
Human-in-the-Loop 2 67% required in 100% · 1 open now · since Aug 2026
LLM Guardrails 2 67% required in 100% · 1 open now · since Aug 2026
A/B Testing 1 33% required in 100% · 1 open now · since Jul 2026
CI/CD 1 33% required in 100% · 1 open now · since Jul 2026
Chain-of-Thought 1 33% required in 100% · 1 open now · since Jul 2026
Show all (21)
Embeddings1
Feature Store1
Fine-tuning1
Function Calling1
Hallucination1
Interpretability1
LLM Evaluation1
Machine Learning1
Multi-Agent Systems1
Prompt Engineering1
Reranking1
Time Series Forecasting1
Tool Use1

How does your stack fit Azuti Services?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How modern is the Azuti Services stack?

Cutting-edge AI adopter 88/100

Azuti Services scores 88 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: 8; legacy ones: 0.

How common is the Azuti Services stack in its industry?

Share of the 1,502 companies in the same industries, whose stack Alion knows, that use each technology.

LLM49%
AWS48%
AWS Lambda7%
Amazon ECS6%
Amazon Redshift3%
Amazon S39%
Amazon SageMaker3%
Anthropic11%
AutoGen4%
CatBoost0%

Questions about the Azuti Services tech stack

What programming languages does Azuti Services use?

The languages named in Azuti Services job postings are Python (33%), as a share of the 3 postings of the last 12 months.

What cloud and platforms does Azuti Services use?

The cloud and platforms named in Azuti Services job postings are AWS (1), AWS Lambda (1), Amazon ECS (1) (postings in brackets).

Is the Azuti Services tech stack changing?

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

How modern is the Azuti Services tech stack?

Azuti Services scores 88 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: 8; legacy ones: 0.

How does Alion know the Azuti Services tech stack?

Alion reads every job posting Azuti Services publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 20, 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, "Azuti Services tech stack: 69 technologies from 3 job postings", as of Oct 20, 2026. https://alion.io/company/azuti-services/technologies

Licence: CC BY-SA 4.0JSON