Ibotix tech stack

Ibotix builds mostly with SQL, Python, Scala, C#. Its stack also includes Databricks, AWS, Milvus, Pinecone. SQL is named in 6 of the 8 job postings Ibotix published in the last 12 months (75%). Counted by Alion from the job postings of Ibotix, updated Oct 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 29, 2026
Technologies in use
33
Postings analysed
8
Open now
6
Modernity
92 /100

What programming languages does Ibotix use?

SQL is named in 75% of job postings at Ibotix, followed by Python (50%), Scala (25%), C# (13%).

SQL 6 75% required in 67% · 4 open now · since Sep 2026
Python 4 50% required in 100% · 4 open now · since Sep 2026
Scala 2 25% required in 100% · since Sep 2026
C# 1 13% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Ibotix use?

AutoGen is named in 38% of job postings at Ibotix, followed by CrewAI (38%), LangChain (38%).

AutoGen 3 38% required in 100% · 3 open now · since Oct 2026
CrewAI 3 38% required in 100% · 3 open now · since Oct 2026
LangChain 3 38% required in 100% · 3 open now · since Oct 2026

What databases does Ibotix use?

Milvus is named in 38% of job postings at Ibotix, followed by Pinecone (38%), Weaviate (38%), Delta Lake (25%).

Milvus 3 38% required in 100% · 3 open now · since Oct 2026
Pinecone 3 38% required in 100% · 3 open now · since Oct 2026
Weaviate 3 38% required in 100% · 3 open now · since Oct 2026
Delta Lake 2 25% required in 100% · since Sep 2026
MS SQL 1 13% required in 100% · 1 open now · since Sep 2026
Snowflake 1 13% required in 100% · since Oct 2026

What cloud and platforms does Ibotix use?

Databricks is named in 75% of job postings at Ibotix, followed by AWS (63%), Spark (63%), Azure (50%).

Databricks 6 75% required in 100% · 4 open now · since Sep 2026
AWS 5 63% required in 100% · 3 open now · since Sep 2026
Spark 5 63% required in 100% · 3 open now · since Sep 2026
Azure 4 50% required in 100% · 4 open now · since Sep 2026
OpenAI 4 50% required in 100% · 4 open now · since Sep 2026
GCP 3 38% required in 100% · 3 open now · since Oct 2026
Apache Kafka 2 25% required in 100% · since Sep 2026

What developer tools does Ibotix use?

pySpark is named in 25% of job postings at Ibotix, followed by SSIS (13%).

pySpark 2 25% required in 100% · 2 open now · since Oct 2026
SSIS 1 13% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Ibotix use?

LLM is named in 50% of job postings at Ibotix, followed by Claude (38%), Llama (38%).

LLM 4 50% required in 100% · 4 open now · since Sep 2026
Claude 3 38% required in 100% · 3 open now · since Oct 2026
Llama 3 38% required in 100% · 3 open now · since Oct 2026

Which engineering practices does Ibotix ask for?

AI Agents is named in 50% of job postings at Ibotix, followed by RAG (50%), Embeddings (38%), LLM Guardrails (38%).

AI Agents 4 50% required in 100% · 4 open now · since Oct 2026
RAG 4 50% required in 100% · 4 open now · since Sep 2026
Embeddings 3 38% required in 100% · 3 open now · since Oct 2026
LLM Guardrails 3 38% required in 100% · 3 open now · since Oct 2026
Prompt Engineering 3 38% required in 100% · 3 open now · since Oct 2026
ETL/ELT 1 13% required in 100% · 1 open now · since Sep 2026
Machine Learning 1 13% required in 100% · 1 open now · since Sep 2026
Quantization 1 13% required in 100% · 1 open now · since Oct 2026

What does each Ibotix team work with?

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

Data Science

5 postings
AWS4
Databricks4
Spark4
SQL3
Apache Kafka2
AutoGen2

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How modern is the Ibotix stack?

Cutting-edge AI adopter 92/100

Ibotix scores 92 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: 3; legacy ones: 0.

How common is the Ibotix stack in its industry?

Share of the 2,400 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks9%
SQL40%
AWS46%
Spark9%
Azure32%
LLM44%
OpenAI16%
Python64%
AutoGen3%
Claude25%

What sets Ibotix apart

AutoGen3%
CrewAI4%
Llama2%
Milvus2%
Weaviate3%

Questions about the Ibotix tech stack

What programming languages does Ibotix use?

The languages named in Ibotix job postings are SQL (75%), Python (50%), Scala (25%), C# (13%), as a share of the 8 postings of the last 12 months.

Does Ibotix use AutoGen?

Yes. AutoGen is named in 3 of 8 job postings (38%) and required in 3 of them.

What cloud and platforms does Ibotix use?

The cloud and platforms named in Ibotix job postings are Databricks (6), AWS (5), Spark (5) (postings in brackets).

What skills do you need for a Data Science job at Ibotix?

Data Science postings at Ibotix most often require AWS (4), Databricks (4), Spark (4), SQL (3), out of 5 postings in the last 12 months.

Is the Ibotix tech stack changing?

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

How modern is the Ibotix tech stack?

Ibotix scores 92 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: 3; legacy ones: 0.

How does Alion know the Ibotix tech stack?

Alion reads every job posting Ibotix publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 29, 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, "Ibotix tech stack: 33 technologies from 8 job postings", as of Oct 29, 2026. https://alion.io/company/ibotix/technologies

Licence: CC BY-SA 4.0JSON