SunnyData tech stack

SunnyData builds mostly with SQL, Python, Java, Scala. Its stack also includes Databricks, AWS, Hadoop, Scikit-learn. Databricks is named in 31 of the 34 job postings SunnyData published in the last 12 months (91%). Counted by Alion from the job postings of SunnyData, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
60
Postings analysed
34
Open now
27
Modernity
73 /100
New in 6 months
8

What programming languages does SunnyData use?

SQL is named in 74% of job postings at SunnyData, followed by Python (50%), Java (32%), Scala (26%).

SQL 25 74% required in 88% · 22 open now · since Jan 2026
Python 17 50% required in 71% · 13 open now · since Jan 2026
Java 11 32% required in 82% · 7 open now · since Jan 2026
Scala 9 26% required in 100% · 7 open now · since Jan 2026
Node JS 2 6% required in 100% · since Aug 2026
JavaScript 2 6% optional · since Aug 2026
TypeScript 2 6% optional · since Aug 2026

What frameworks and libraries does SunnyData use?

Hadoop is named in 50% of job postings at SunnyData, followed by Scikit-learn (47%), PyTorch (9%), TensorFlow (9%).

Hadoop 17 50% required in 82% · 15 open now · since Jan 2026
Scikit-learn 16 47% required in 81% · 14 open now · since Jan 2026
PyTorch 3 9% required in 100% · 3 open now · since Aug 2026
TensorFlow 3 9% required in 100% · 3 open now · since Aug 2026
Angular 2 6% required in 100% · since Aug 2026
Flask 2 6% required in 100% · since Aug 2026
Gradio 2 6% required in 100% · since Aug 2026
React.js 2 6% required in 100% · since Aug 2026
Show all (15)
Streamlit2
Svelte2
NgRx2
Redux2
Spring Boot2
Cypress1
Playwright1

What databases does SunnyData use?

Apache Solr is named in 26% of job postings at SunnyData, followed by Cassandra (26%), ElasticSearch (26%), PostgreSQL (6%).

Apache Solr 9 26% optional · 7 open now · since Jan 2026
Cassandra 9 26% optional · 7 open now · since Jan 2026
ElasticSearch 9 26% optional · 7 open now · since Jan 2026
PostgreSQL 2 6% optional · since Aug 2026
Snowflake 2 6% optional · since Aug 2026

What cloud and platforms does SunnyData use?

Databricks is named in 91% of job postings at SunnyData, followed by AWS (85%), Azure (76%), GCP (68%).

Databricks 31 91% required in 74% · 24 open now · since Jan 2026
AWS 29 85% required in 66% · 25 open now · since Jan 2026
Azure 26 76% required in 73% · 22 open now · since Jan 2026
GCP 23 68% required in 70% · 21 open now · since Jan 2026
Apache Kafka 17 50% required in 82% · 15 open now · since Jan 2026
Spark 15 44% required in 60% · 13 open now · since Jan 2026
Airflow 9 26% optional · 7 open now · since Jan 2026
Amazon S3 9 26% optional · 7 open now · since Jan 2026
Show all (20)
GitLab6
GitHub5
SonarQube4
Amazon SageMaker3
MLFlow3
Amazon ECS3
Amazon EKS3
Kubernetes3
Azure DevOps2
GitHub Actions2
Power BI1
Tableau1

What developer tools does SunnyData use?

Apache NiFi is named in 26% of job postings at SunnyData, followed by Fivetran (26%), Informatica (26%), Matillion (26%).

Apache NiFi 9 26% optional · 7 open now · since Jan 2026
Fivetran 9 26% optional · 7 open now · since Jan 2026
Informatica 9 26% optional · 7 open now · since Jan 2026
Matillion 9 26% optional · 7 open now · since Jan 2026
dbt 9 26% optional · 7 open now · since Jan 2026
Docker 5 15% optional · 3 open now · since Aug 2026
JFrog Artifactory 4 12% required in 100% · 4 open now · since May 2026
Terraform 4 12% required in 100% · 4 open now · since May 2026
Show all (9)
pySpark3

Which engineering practices does SunnyData ask for?

Machine Learning is named in 68% of job postings at SunnyData, followed by CI/CD (26%), ETL/ELT (26%), A/B Testing (9%).

Machine Learning 23 68% required in 83% · 21 open now · since Jan 2026
CI/CD 9 26% required in 100% · 6 open now · since Aug 2026
ETL/ELT 9 26% required in 100% · 7 open now · since Jan 2026
A/B Testing 3 9% required in 100% · 3 open now · since Aug 2026

What does each SunnyData team work with?

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

Data Science

13 postings
AWS8
Azure8
SQL8
GCP7
Databricks6
Apache Kafka5

Solutions

9 postings
AWS9
Apache Kafka9
Azure9
Databricks9
GCP9
Hadoop9

AI/ML

3 postings
Amazon SageMaker3
MLFlow3
PyTorch3
Python3
SQL3
Scikit-learn3

See the open roles

How does your stack fit SunnyData?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the SunnyData 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
pySparkSep 2026
A/B TestingAug 2026
Amazon SageMakerAug 2026
MLFlowAug 2026
PyTorchAug 2026
TensorFlowAug 2026
Amazon ECSAug 2026
Amazon EKSAug 2026

How modern is the SunnyData stack?

Modern 73/100

SunnyData scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the SunnyData stack in its industry?

Share of the 562 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks34%
AWS61%
Azure58%
SQL63%
GCP50%
Apache Kafka31%
Hadoop12%
Python72%
Scikit-learn17%
Spark34%

What sets SunnyData apart

Apache Solr1%
Cassandra4%

Questions about the SunnyData tech stack

What programming languages does SunnyData use?

The languages named in SunnyData job postings are SQL (74%), Python (50%), Java (32%), Scala (26%), Node JS (6%), as a share of the 34 postings of the last 12 months.

Does SunnyData use Hadoop?

Yes. Hadoop is named in 17 of 34 job postings (50%) and required in 14 of them.

What cloud and platforms does SunnyData use?

The cloud and platforms named in SunnyData job postings are Databricks (31), AWS (29), Azure (26) (postings in brackets).

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

Data Science postings at SunnyData most often require AWS (8), Azure (8), SQL (8), GCP (7), out of 13 postings in the last 12 months.

Is the SunnyData tech stack changing?

Yes. pySpark, A/B Testing, Amazon SageMaker, MLFlow first appeared in SunnyData job postings in the last six months.

How modern is the SunnyData tech stack?

SunnyData scores 73 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the SunnyData tech stack?

Alion reads every job posting SunnyData publishes and tags the technologies each one names. The figures on this page count the 34 postings of the last 12 months and were updated on Sep 28, 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, "SunnyData tech stack: 60 technologies from 34 job postings", as of Sep 28, 2026. https://alion.io/company/sunnydata/technologies

Licence: CC BY-SA 4.0JSON