iion
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iion tech stack

iion builds mostly with Python, SQL. Its stack also includes CrewAI, LangChain, AWS, Anthropic. Python is named in 3 of the 3 job postings iion published in the last 12 months (100%). Counted by Alion from the job postings of iion, updated Nov 7, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 7, 2026
Technologies in use
31
Postings analysed
3
Open now
3
Modernity
87 /100

What programming languages does iion use?

Python is named in 100% of job postings at iion, followed by SQL (67%).

Python 3 100% required in 100% · 3 open now · since Aug 2026
SQL 2 67% required in 50% · 2 open now · since Aug 2026

What frameworks and libraries does iion use?

CrewAI is named in 67% of job postings at iion, followed by LangChain (67%), LlamaIndex (67%), Asyncio (33%).

CrewAI 2 67% required in 50% · 2 open now · since Nov 2026
LangChain 2 67% required in 50% · 2 open now · since Nov 2026
LlamaIndex 2 67% required in 50% · 2 open now · since Nov 2026
Asyncio 1 33% required in 100% · 1 open now · since Nov 2026
FastAPI 1 33% required in 100% · 1 open now · since Nov 2026
Flask 1 33% required in 100% · 1 open now · since Nov 2026
LangGraph 1 33% required in 100% · 1 open now · since Nov 2026

What databases does iion use?

Chroma is named in 33% of job postings at iion, followed by Pinecone (33%).

Chroma 1 33% required in 100% · 1 open now · since Nov 2026
Pinecone 1 33% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does iion use?

AWS is named in 33% of job postings at iion, followed by Anthropic (33%), LangSmith (33%), Langfuse (33%).

AWS 1 33% required in 100% · 1 open now · since Nov 2026
Anthropic 1 33% optional · 1 open now · since Nov 2026
LangSmith 1 33% optional · 1 open now · since Nov 2026
Langfuse 1 33% optional · 1 open now · since Nov 2026
OpenAI 1 33% optional · 1 open now · since Nov 2026

What developer tools does iion use?

Matter is named in 33% of job postings at iion, followed by Rest API (33%), Git (33%), Model Context Protocol (33%).

Matter 1 33% required in 100% · 1 open now · since Nov 2026
Rest API 1 33% required in 100% · 1 open now · since Nov 2026
Git 1 33% optional · 1 open now · since Nov 2026
Model Context Protocol 1 33% optional · 1 open now · since Nov 2026

What AI and ML technologies does iion use?

LLM is named in 67% of job postings at iion, followed by Claude (33%).

LLM 2 67% required in 100% · 2 open now · since Nov 2026
Claude 1 33% required in 100% · 1 open now · since Nov 2026

Which engineering practices does iion ask for?

AI Agents is named in 67% of job postings at iion, followed by Machine Learning (67%), A/B Testing (33%), Agentic Workflows (33%).

AI Agents 2 67% required in 100% · 2 open now · since Nov 2026
Machine Learning 2 67% required in 100% · 2 open now · since Aug 2026
A/B Testing 1 33% required in 100% · 1 open now · since Nov 2026
Agentic Workflows 1 33% required in 100% · 1 open now · since Nov 2026
CI/CD 1 33% required in 100% · 1 open now · since Nov 2026
Context Engineering 1 33% required in 100% · 1 open now · since Nov 2026
RAG 1 33% required in 100% · 1 open now · since Nov 2026
Human-in-the-Loop 1 33% optional · 1 open now · since Nov 2026
Show all (9)
LLM Guardrails1

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How modern is the iion stack?

Cutting-edge AI adopter 87/100

iion scores 87 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 iion stack in its industry?

Share of the 1,286 companies in the same industries, whose stack Alion knows, that use each technology.

Python31%
CrewAI2%
LLM17%
LangChain6%
LlamaIndex2%
SQL32%
AWS21%
Anthropic4%
Asyncio1%
Chroma1%

Questions about the iion tech stack

What programming languages does iion use?

The languages named in iion job postings are Python (100%), SQL (67%), as a share of the 3 postings of the last 12 months.

Does iion use CrewAI?

Yes. CrewAI is named in 2 of 3 job postings (67%) and required in 1 of them.

What cloud and platforms does iion use?

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

Is the iion tech stack changing?

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

How modern is the iion tech stack?

iion scores 87 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 iion tech stack?

Alion reads every job posting iion 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 Nov 7, 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, "iion tech stack: 31 technologies from 3 job postings", as of Nov 7, 2026. https://alion.io/company/iion-io/technologies

Licence: CC BY-SA 4.0JSON