Cognitiv tech stack

Cognitiv builds mostly with Python, Java, SQL, Kotlin. Its stack also includes AWS, GCP, ClickHouse, PyTorch. AWS is named in 9 of the 13 job postings Cognitiv published in the last 12 months (69%). Counted by Alion from the job postings of Cognitiv, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
43
Postings analysed
13
Open now
8
Modernity
86 /100

What programming languages does Cognitiv use?

Python is named in 62% of job postings at Cognitiv, followed by Java (46%), SQL (31%), Kotlin (15%).

Python 8 62% required in 88% · 5 open now · since Jun 2026
Java 6 46% required in 100% · 4 open now · since May 2026
SQL 4 31% required in 75% · 3 open now · since May 2026
Kotlin 2 15% required in 100% · 2 open now · since Jun 2026
Scala 2 15% required in 100% · 2 open now · since Jul 2026
C# 2 15% required in 50% · 1 open now · since May 2026
C++ 1 8% required in 100% · since Jul 2026

What frameworks and libraries does Cognitiv use?

PyTorch is named in 31% of job postings at Cognitiv, followed by Flink (23%), ASP.NET Core (8%), Hadoop (8%).

PyTorch 4 31% required in 50% · 2 open now · since Jul 2026
Flink 3 23% required in 100% · 2 open now · since Jun 2026
ASP.NET Core 1 8% required in 100% · since May 2026
Hadoop 1 8% required in 100% · since Jul 2026
PyTorch C++ 1 8% required in 100% · since Jul 2026
XGBoost 1 8% required in 100% · since Jul 2026

What databases does Cognitiv use?

ClickHouse is named in 38% of job postings at Cognitiv, followed by Amazon Redshift (8%), Google BigQuery (8%), PostgreSQL (8%).

ClickHouse 5 38% required in 40% · 3 open now · since May 2026
Amazon Redshift 1 8% required in 100% · since May 2026
Google BigQuery 1 8% required in 100% · since May 2026
PostgreSQL 1 8% required in 100% · 1 open now · since Sep 2026
Snowflake 1 8% required in 100% · since May 2026

What cloud and platforms does Cognitiv use?

AWS is named in 69% of job postings at Cognitiv, followed by GCP (38%), Spark (31%), Datadog (31%).

AWS 9 69% required in 67% · 6 open now · since May 2026
GCP 5 38% required in 60% · 3 open now · since Jun 2026
Spark 4 31% required in 100% · 2 open now · since Jun 2026
Datadog 4 31% required in 25% · 4 open now · since Jun 2026
Kubernetes 4 31% required in 25% · 3 open now · since Jun 2026
Apache Kafka 3 23% required in 100% · 2 open now · since Jun 2026
Azure 3 23% required in 100% · 1 open now · since Jun 2026
Amazon S3 2 15% required in 50% · since May 2026
Show all (10)
Amazon EKS1
Amazon EC21

What developer tools does Cognitiv use?

Docker is named in 15% of job postings at Cognitiv, followed by Copilot (8%), Ansible (8%), Prometheus (8%).

Docker 2 15% optional · 2 open now · since Jul 2026
Copilot 1 8% required in 100% · since Sep 2026
Ansible 1 8% optional · 1 open now · since Sep 2026
Prometheus 1 8% optional · 1 open now · since Sep 2026
Terraform 1 8% optional · 1 open now · since Sep 2026

What AI and ML technologies does Cognitiv use?

LLM is named in 15% of job postings at Cognitiv, followed by ChatGPT (8%).

LLM 2 15% required in 100% · since Jul 2026
ChatGPT 1 8% required in 100% · since Sep 2026

Which engineering practices does Cognitiv ask for?

Machine Learning is named in 38% of job postings at Cognitiv, followed by CI/CD (31%), Embeddings (23%), Feature Store (23%).

Machine Learning 5 38% required in 100% · 3 open now · since Jun 2026
CI/CD 4 31% required in 50% · 4 open now · since Jun 2026
Embeddings 3 23% required in 100% · 2 open now · since Jul 2026
Feature Store 3 23% required in 67% · 2 open now · since Jun 2026
Fine-tuning 2 15% required in 100% · since Jul 2026
SLI/SLO/SLA 2 15% optional · 2 open now · since Jul 2026
IAM 1 8% required in 100% · since May 2026
Recommender Systems 1 8% required in 100% · since Jul 2026

What does each Cognitiv team work with?

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

Backend

5 postings
AWS4
Java4
Azure2
ClickHouse2
GCP2
Kotlin2

AI/ML

3 postings
Python3
LLM2
PyTorch2
Spark2

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How modern is the Cognitiv stack?

Cutting-edge AI adopter 86/100

Cognitiv scores 86 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 Cognitiv stack in its industry?

Share of the 585 companies in the same industries, whose stack Alion knows, that use each technology.

AWS33%
Python45%
Java18%
ClickHouse9%
GCP24%
Datadog8%
Kubernetes24%
PyTorch12%
SQL39%
Spark14%

Questions about the Cognitiv tech stack

What programming languages does Cognitiv use?

The languages named in Cognitiv job postings are Python (62%), Java (46%), SQL (31%), Kotlin (15%), Scala (15%), as a share of the 13 postings of the last 12 months.

Does Cognitiv use PyTorch?

Yes. PyTorch is named in 4 of 13 job postings (31%) and required in 2 of them.

What cloud and platforms does Cognitiv use?

The cloud and platforms named in Cognitiv job postings are AWS (9), GCP (5), Spark (4) (postings in brackets).

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

Backend postings at Cognitiv most often require AWS (4), Java (4), Azure (2), ClickHouse (2), out of 5 postings in the last 12 months.

Is the Cognitiv tech stack changing?

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

How modern is the Cognitiv tech stack?

Cognitiv scores 86 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 Cognitiv tech stack?

Alion reads every job posting Cognitiv publishes and tags the technologies each one names. The figures on this page count the 13 postings of the last 12 months and were updated on Oct 16, 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, "Cognitiv tech stack: 43 technologies from 13 job postings", as of Oct 16, 2026. https://alion.io/company/cognitiv/technologies

Licence: CC BY-SA 4.0JSON