Datanomica
Recommendation Systems · Machine Learning

Datanomica tech stack

Datanomica builds mostly with SQL, Java, Python, Groovy. Its stack also includes Apache Kafka, PostgreSQL, Kubernetes, Greenplum. SQL is named in 21 of the 39 job postings Datanomica published in the last 12 months (54%). Counted by Alion from the job postings of Datanomica, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
79
Postings analysed
39
Open now
8
Modernity
75 /100
New in 6 months
1

What programming languages does Datanomica use?

SQL is named in 54% of job postings at Datanomica, followed by Java (51%), Python (13%), Groovy (10%).

SQL 21 54% required in 100% · 7 open now · since Jul 2026
Java 20 51% required in 95% · 5 open now · since Jul 2026
Python 5 13% required in 100% · since Aug 2026
Groovy 4 10% required in 100% · since Jul 2026
JavaScript 4 10% required in 75% · since Jul 2026
Kotlin 4 10% required in 75% · since Aug 2026
TypeScript 3 8% required in 100% · since Jul 2026
1C 2 5% required in 100% · since Sep 2026
Show all (9)
COBOL1

What frameworks and libraries does Datanomica use?

Hadoop is named in 10% of job postings at Datanomica, followed by Spring Boot (10%), TestNG (10%), Hibernate (8%).

Hadoop 4 10% required in 100% · 2 open now · since Oct 2026
Spring Boot 4 10% required in 100% · 2 open now · since Sep 2026
TestNG 4 10% required in 100% · 2 open now · since Aug 2026
Hibernate 3 8% required in 100% · 2 open now · since Oct 2026
MapStruct 3 8% required in 100% · 2 open now · since Oct 2026
React.js 3 8% required in 100% · since Jul 2026
Redux 3 8% required in 100% · since Jul 2026
Redux Toolkit 3 8% required in 100% · since Jul 2026
Show all (15)
Rest-Assured3
Hazelcast3
Spring Cloud3
FastAPI2
Spring Framework2
Mockito1
Spring MVC1

What databases does Datanomica use?

PostgreSQL is named in 41% of job postings at Datanomica, followed by Greenplum (21%), Redis (13%), ClickHouse (8%).

PostgreSQL 16 41% required in 75% · 4 open now · since Jul 2026
Greenplum 8 21% required in 50% · 3 open now · since Jul 2026
Redis 5 13% optional · 1 open now · since Aug 2026
ClickHouse 3 8% required in 100% · 2 open now · since Oct 2026
ElasticSearch 3 8% required in 100% · 2 open now · since Oct 2026
Apache Iceberg 1 3% required in 100% · since Oct 2026
HBase 1 3% required in 100% · since Oct 2026
Oracle 1 3% required in 100% · since Jul 2026

What cloud and platforms does Datanomica use?

Apache Kafka is named in 54% of job postings at Datanomica, followed by Kubernetes (31%), OpenShift (26%), Bitbucket (18%).

Apache Kafka 21 54% required in 100% · 6 open now · since Aug 2026
Kubernetes 12 31% required in 67% · 4 open now · since Jul 2026
OpenShift 10 26% required in 30% · 5 open now · since Aug 2026
Bitbucket 7 18% required in 100% · 3 open now · since Jul 2026
GitLab CI 7 18% required in 43% · 2 open now · since Aug 2026
Linux 6 15% required in 100% · since Jul 2026
Spark 6 15% required in 100% · 1 open now · since Aug 2026
Grafana 4 10% required in 100% · 1 open now · since Aug 2026
Show all (17)
Istio4
Postman4
RabbitMQ4
GitLab3
Amazon S33
Seldon Core2
Airflow1
OpenJDK1
TeamCity1

What developer tools does Datanomica use?

Git is named in 46% of job postings at Datanomica, followed by Jenkins (38%), Rest API (33%), Docker (26%).

Git 18 46% required in 100% · 2 open now · since Jul 2026
Jenkins 15 38% required in 73% · 3 open now · since Jul 2026
Rest API 13 33% required in 100% · 4 open now · since Aug 2026
Docker 10 26% required in 50% · 2 open now · since Jul 2026
Maven 8 21% required in 50% · 3 open now · since Aug 2026
Prometheus 7 18% required in 100% · 3 open now · since Aug 2026
Helm 4 10% required in 100% · since Jul 2026
Jaeger 4 10% required in 100% · since Jul 2026
Show all (18)
Model Context Protocol4
Gradle3
Swagger2
Apache Tomcat1
ArgoCD1
IBM MQ1
Insomnia1
JMeter1
SoapUI1
k61

What AI and ML technologies does Datanomica use?

LLM is named in 23% of job postings at Datanomica.

LLM 9 23% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Datanomica ask for?

CI/CD is named in 38% of job postings at Datanomica, followed by ETL/ELT (15%), Gitflow (13%), Machine Learning (13%).

CI/CD 15 38% required in 73% · 5 open now · since Jul 2026
ETL/ELT 6 15% required in 83% · 1 open now · since Aug 2026
Gitflow 5 13% required in 100% · since Jul 2026
Machine Learning 5 13% required in 100% · since Aug 2026
Service Mesh 4 10% required in 100% · since Jul 2026
AI Agents 3 8% required in 100% · since Aug 2026
SOAP 3 8% required in 100% · 1 open now · since Aug 2026
Computer Vision 2 5% required in 100% · since Aug 2026
Show all (11)
Function Calling2
Chaos Engineering1
Trunk-Based Development1

What does each Datanomica team work with?

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

Analytics

8 postings
Apache Kafka6
SQL6
Hadoop2
Python2
Rest API2

Backend

8 postings
Apache Kafka5
Java5
PostgreSQL5
Rest API5
Maven4
SQL4

Data Science

6 postings
Git6
SQL6
Java5
PostgreSQL5
Spark5
Apache Kafka4

QA

5 postings
Apache Kafka5
SQL5
Git4
Java4
Jenkins4
Postman4

DevOps

4 postings
Git4
Groovy4
Helm4
Istio4
Jaeger4
Jenkins4

Sales

4 postings
1C2
LLM2
Model Context Protocol2
Seldon Core2

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How much does Datanomica pay by technology?

Median stated pay of the postings that name each technology, against the median of all Datanomica postings with stated pay: $29k across 28 postings.

TechnologyPostings with payMedianvs company median
Apache Kafka14$30k+5%
SQL14$29k0%
Java13$28k0%
PostgreSQL10$28k0%
Greenplum8$28k−1%
LLM7$28k0%
Kubernetes6$34k+20%
Spark5$28k0%

How is the Datanomica 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
Spring FrameworkNov 2026

How modern is the Datanomica stack?

Cutting-edge AI adopter 75/100

Datanomica scores 75 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 Datanomica stack in its industry?

Share of the 6,605 companies in the same industries, whose stack Alion knows, that use each technology.

Apache Kafka20%
SQL48%
Java30%
PostgreSQL34%
Kubernetes35%
OpenShift5%
LLM26%
Greenplum1%
Bitbucket5%
GitLab CI13%

What sets Datanomica apart

Greenplum1%
Groovy2%
Istio2%
TestNG2%
ClickHouse4%
Hazelcast0%
MapStruct0%
Redux Toolkit1%
Rest-Assured4%
Spring Cloud2%

Questions about the Datanomica tech stack

What programming languages does Datanomica use?

The languages named in Datanomica job postings are SQL (54%), Java (51%), Python (13%), Groovy (10%), JavaScript (10%), as a share of the 39 postings of the last 12 months.

Does Datanomica use Hadoop?

Yes. Hadoop is named in 4 of 39 job postings (10%) and required in 4 of them.

What cloud and platforms does Datanomica use?

The cloud and platforms named in Datanomica job postings are Apache Kafka (21), Kubernetes (12), OpenShift (10) (postings in brackets).

What skills do you need for a Analytics job at Datanomica?

Analytics postings at Datanomica most often require Apache Kafka (6), SQL (6), Hadoop (2), Python (2), out of 8 postings in the last 12 months.

Is the Datanomica tech stack changing?

Yes. Spring Framework first appeared in Datanomica job postings in the last six months.

How modern is the Datanomica tech stack?

Datanomica scores 75 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 Datanomica tech stack?

Alion reads every job posting Datanomica publishes and tags the technologies each one names. The figures on this page count the 39 postings of the last 12 months and were updated on Nov 14, 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, "Datanomica tech stack: 79 technologies from 39 job postings", as of Nov 14, 2026. https://alion.io/company/datanomica/technologies

Licence: CC BY-SA 4.0JSON