Concentric tech stack

Concentric builds mostly with Java, Python, C++, Objective-C. Its stack also includes Kubernetes, AWS, Cassandra, NumPy. Java is named in 6 of the 7 job postings Concentric published in the last 12 months (86%). Counted by Alion from the job postings of Concentric, updated Oct 25, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 25, 2026
Technologies in use
30
Postings analysed
7
Open now
5
Modernity
82 /100

What programming languages does Concentric use?

Java is named in 86% of job postings at Concentric, followed by Python (29%), C++ (14%), Objective-C (14%).

Java 6 86% required in 100% · 4 open now · since Jul 2026
Python 2 29% required in 100% · 1 open now · since Jul 2026
C++ 1 14% required in 100% · 1 open now · since Oct 2026
Objective-C 1 14% required in 100% · 1 open now · since Oct 2026
SQL 1 14% required in 100% · since Jul 2026

What frameworks and libraries does Concentric use?

NumPy is named in 29% of job postings at Concentric, followed by PyTorch (29%), SciPy (29%), Scikit-learn (29%).

NumPy 2 29% required in 50% · 1 open now · since Jul 2026
PyTorch 2 29% required in 50% · 1 open now · since Jul 2026
SciPy 2 29% required in 50% · 1 open now · since Jul 2026
Scikit-learn 2 29% required in 50% · 1 open now · since Jul 2026
TensorFlow 2 29% required in 50% · 1 open now · since Jul 2026
Spring Boot 1 14% required in 100% · since Jul 2026

What databases does Concentric use?

Cassandra is named in 29% of job postings at Concentric.

Cassandra 2 29% required in 50% · 1 open now · since Jul 2026

What cloud and platforms does Concentric use?

Kubernetes is named in 86% of job postings at Concentric, followed by AWS (57%), Apache Kafka (57%), Windows (14%).

Kubernetes 6 86% required in 67% · 4 open now · since Jul 2026
AWS 4 57% required in 100% · 3 open now · since Jul 2026
Apache Kafka 4 57% required in 100% · 3 open now · since Jul 2026
Windows 1 14% required in 100% · 1 open now · since Oct 2026
Cloudflare 1 14% optional · 1 open now · since Oct 2026
DLP 1 14% optional · 1 open now · since Oct 2026
Linux 1 14% optional · since Jul 2026
Zscaler 1 14% optional · 1 open now · since Oct 2026

What developer tools does Concentric use?

Docker is named in 71% of job postings at Concentric, followed by Git (14%), Rest API (14%).

Docker 5 71% required in 100% · 3 open now · since Jul 2026
Git 1 14% required in 100% · since Jul 2026
Rest API 1 14% required in 100% · since Jul 2026

What AI and ML technologies does Concentric use?

LLM is named in 29% of job postings at Concentric.

LLM 2 29% optional · 1 open now · since Jul 2026

Which engineering practices does Concentric ask for?

Fine-tuning is named in 29% of job postings at Concentric, followed by Machine Learning (29%), RAG (29%), DNS (14%).

Fine-tuning 2 29% optional · 1 open now · since Jul 2026
Machine Learning 2 29% optional · 1 open now · since Jul 2026
RAG 2 29% optional · 1 open now · since Jul 2026
DNS 1 14% required in 100% · 1 open now · since Oct 2026
VPN 1 14% required in 100% · 1 open now · since Oct 2026
CI/CD 1 14% optional · since Jul 2026

What does each Concentric team work with?

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

Backend

5 postings
AWS4
Apache Kafka4
Docker4
Java4
Kubernetes4

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How modern is the Concentric stack?

Cutting-edge AI adopter 82/100

Concentric scores 82 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 common is the Concentric stack in its industry?

Share of the 5,937 companies in the same industries, whose stack Alion knows, that use each technology.

Java28%
Kubernetes33%
AWS38%
Apache Kafka18%
Cassandra2%
LLM24%
NumPy5%
PyTorch10%
Python48%
SciPy1%

Questions about the Concentric tech stack

What programming languages does Concentric use?

The languages named in Concentric job postings are Java (86%), Python (29%), C++ (14%), Objective-C (14%), SQL (14%), as a share of the 7 postings of the last 12 months.

Does Concentric use NumPy?

Yes. NumPy is named in 2 of 7 job postings (29%) and required in 1 of them.

What cloud and platforms does Concentric use?

The cloud and platforms named in Concentric job postings are Kubernetes (6), AWS (4), Apache Kafka (4) (postings in brackets).

What skills do you need for a Backend job at Concentric?

Backend postings at Concentric most often require AWS (4), Apache Kafka (4), Docker (4), Java (4), out of 5 postings in the last 12 months.

Is the Concentric tech stack changing?

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

How modern is the Concentric tech stack?

Concentric scores 82 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 Concentric tech stack?

Alion reads every job posting Concentric 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 25, 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, "Concentric tech stack: 30 technologies from 7 job postings", as of Oct 25, 2026. https://alion.io/company/concentric/technologies

Licence: CC BY-SA 4.0JSON