Acuitilabs tech stack

Acuitilabs builds mostly with Java, Python, JavaScript, TypeScript. Its stack also includes Azure, Kubernetes, PostgreSQL, Pinecone. Java is named in 7 of the 10 job postings Acuitilabs published in the last 12 months (70%). Counted by Alion from the job postings of Acuitilabs, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
62
Postings analysed
10
Open now
10
Modernity
80 /100
New in 6 months
8

What programming languages does Acuitilabs use?

Java is named in 70% of job postings at Acuitilabs, followed by Python (40%), JavaScript (30%), TypeScript (20%).

Java 7 70% required in 100% · 7 open now · since May 2026
Python 4 40% required in 100% · 4 open now · since May 2026
JavaScript 3 30% required in 33% · 3 open now · since May 2026
TypeScript 2 20% required in 50% · 2 open now · since May 2026
Node JS 1 10% required in 100% · 1 open now · since May 2026
SQL 1 10% required in 100% · 1 open now · since Sep 2026
ABAP 1 10% optional · 1 open now · since May 2026

What frameworks and libraries does Acuitilabs use?

AutoGen is named in 30% of job postings at Acuitilabs, followed by FAISS (30%), LangChain (30%), LangGraph (30%).

AutoGen 3 30% required in 100% · 3 open now · since May 2026
FAISS 3 30% required in 100% · 3 open now · since May 2026
LangChain 3 30% required in 100% · 3 open now · since May 2026
LangGraph 3 30% required in 100% · 3 open now · since May 2026
LlamaIndex 3 30% required in 100% · 3 open now · since May 2026
pgvector 3 30% required in 100% · 3 open now · since May 2026
Angular 2 20% required in 100% · 2 open now · since May 2026
Spring Boot 2 20% required in 100% · 2 open now · since May 2026
Show all (16)
Spring Security2
CrewAI1
FastAPI1
Pytest1
React.js1
Selenium1
Spring MVC1
Transformers1

What databases does Acuitilabs use?

PostgreSQL is named in 50% of job postings at Acuitilabs, followed by Pinecone (30%), Chroma (20%), MySQL (10%).

PostgreSQL 5 50% required in 40% · 5 open now · since May 2026
Pinecone 3 30% required in 100% · 3 open now · since May 2026
Chroma 2 20% required in 100% · 2 open now · since May 2026
MySQL 1 10% required in 100% · 1 open now · since May 2026
SAP HANA 1 10% required in 100% · 1 open now · since May 2026
Weaviate 1 10% required in 100% · 1 open now · since May 2026
Redis 1 10% optional · 1 open now · since Oct 2026

What cloud and platforms does Acuitilabs use?

Azure is named in 50% of job postings at Acuitilabs, followed by Kubernetes (50%), AWS (40%), GCP (40%).

Azure 5 50% required in 60% · 5 open now · since Apr 2026
Kubernetes 5 50% required in 60% · 5 open now · since May 2026
AWS 4 40% required in 100% · 4 open now · since May 2026
GCP 4 40% required in 100% · 4 open now · since May 2026
Apache Kafka 4 40% required in 50% · 4 open now · since Apr 2026
GitLab 2 20% required in 100% · 2 open now · since Jun 2026
Azure DevOps 2 20% optional · 2 open now · since Apr 2026
Arize Phoenix 1 10% required in 100% · 1 open now · since May 2026
Show all (13)
Hugging Face1
LangSmith1
MLFlow1
SAP BTP1
Grafana1

What developer tools does Acuitilabs use?

Rest API is named in 60% of job postings at Acuitilabs, followed by Docker (50%), Jenkins (20%), JMeter (10%).

Rest API 6 60% required in 67% · 6 open now · since Apr 2026
Docker 5 50% required in 60% · 5 open now · since May 2026
Jenkins 2 20% required in 100% · 2 open now · since May 2026
JMeter 1 10% required in 100% · 1 open now · since Sep 2026
Prometheus 1 10% optional · 1 open now · since May 2026

What AI and ML technologies does Acuitilabs use?

LLM is named in 30% of job postings at Acuitilabs.

LLM 3 30% required in 100% · 3 open now · since May 2026

Which engineering practices does Acuitilabs ask for?

CI/CD is named in 40% of job postings at Acuitilabs, followed by AI Agents (30%), Function Calling (30%), Prompt Engineering (30%).

CI/CD 4 40% required in 75% · 4 open now · since May 2026
AI Agents 3 30% required in 100% · 3 open now · since May 2026
Function Calling 3 30% required in 100% · 3 open now · since May 2026
Prompt Engineering 3 30% required in 100% · 3 open now · since May 2026
RAG 3 30% required in 100% · 3 open now · since May 2026
LLMOps 3 30% required in 33% · 3 open now · since May 2026
SOAP 3 30% required in 33% · 3 open now · since Apr 2026
Multi-Agent Systems 2 20% required in 100% · 2 open now · since May 2026
Show all (13)
Machine Learning1
Platform Engineering1
Semantic Search1
Semantic Search1
Tool Use1

What does each Acuitilabs team work with?

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

Enterprise Apps

6 postings
Java3
Rest API3
Apache Kafka2
GitLab2
Python2

Backend

3 postings
Java3
AWS2
Angular2
Docker2
GCP2
Kubernetes2

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How is the Acuitilabs 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
GitLabJun 2026
Multi-Agent SystemsMay 2026
CI/CDMay 2026
JavaScriptMay 2026
AngularMay 2026
JenkinsMay 2026
Spring BootMay 2026
Spring SecurityMay 2026
Not named for 6 months
Azure DevOpsApr 2026

How modern is the Acuitilabs stack?

Cutting-edge AI adopter 80/100

Acuitilabs scores 80 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 Acuitilabs tech stack

What programming languages does Acuitilabs use?

The languages named in Acuitilabs job postings are Java (70%), Python (40%), JavaScript (30%), TypeScript (20%), Node JS (10%), as a share of the 10 postings of the last 12 months.

Does Acuitilabs use AutoGen?

Yes. AutoGen is named in 3 of 10 job postings (30%) and required in 3 of them.

What cloud and platforms does Acuitilabs use?

The cloud and platforms named in Acuitilabs job postings are Azure (5), Kubernetes (5), AWS (4) (postings in brackets).

What skills do you need for a Enterprise Apps job at Acuitilabs?

Enterprise Apps postings at Acuitilabs most often require Java (3), Rest API (3), Apache Kafka (2), GitLab (2), out of 6 postings in the last 12 months.

Is the Acuitilabs tech stack changing?

Yes. GitLab, Multi-Agent Systems, CI/CD, JavaScript first appeared in Acuitilabs job postings in the last six months.

How modern is the Acuitilabs tech stack?

Acuitilabs scores 80 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 Acuitilabs tech stack?

Alion reads every job posting Acuitilabs publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Oct 18, 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, "Acuitilabs tech stack: 62 technologies from 10 job postings", as of Oct 18, 2026. https://alion.io/company/acuitilabs/technologies

Licence: CC BY-SA 4.0JSON