Affinity tech stack

Affinity builds mostly with Python, SQL, Julia, Java. Its stack also includes Spark, PyTorch, Scikit-learn, Apache Kafka. Python is named in 3 of the 3 job postings Affinity published in the last 12 months (100%). Counted by Alion from the job postings of Affinity, updated Oct 29, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 29, 2026
Technologies in use
27
Postings analysed
3
Open now
1
Modernity
75 /100

What programming languages does Affinity use?

Python is named in 100% of job postings at Affinity, followed by SQL (100%), Julia (67%), Java (33%).

Python 3 100% required in 100% · 1 open now · since Aug 2026
SQL 3 100% required in 100% · 1 open now · since Aug 2026
Julia 2 67% required in 100% · 1 open now · since Aug 2026
Java 1 33% required in 100% · since Aug 2026
Scala 1 33% required in 100% · since Aug 2026

What frameworks and libraries does Affinity use?

PyTorch is named in 67% of job postings at Affinity, followed by Scikit-learn (67%), TensorFlow (67%), XGBoost (67%).

PyTorch 2 67% required in 100% · 1 open now · since Aug 2026
Scikit-learn 2 67% required in 100% · 1 open now · since Aug 2026
TensorFlow 2 67% required in 100% · 1 open now · since Aug 2026
XGBoost 2 67% required in 100% · 1 open now · since Aug 2026
Hadoop 1 33% required in 100% · since Aug 2026
JUnit 1 33% optional · since Aug 2026

What databases does Affinity use?

HBase is named in 33% of job postings at Affinity, followed by MySQL (33%).

HBase 1 33% required in 100% · since Aug 2026
MySQL 1 33% required in 100% · since Aug 2026

What cloud and platforms does Affinity use?

Spark is named in 100% of job postings at Affinity, followed by Apache Kafka (33%), Looker (33%), Power BI (33%).

Spark 3 100% required in 100% · 1 open now · since Aug 2026
Apache Kafka 1 33% required in 100% · since Aug 2026
Looker 1 33% required in 100% · since Aug 2026
Power BI 1 33% required in 100% · since Aug 2026
Tableau 1 33% required in 100% · since Aug 2026
GitHub 1 33% optional · since Aug 2026
Linux 1 33% optional · since Aug 2026

What developer tools does Affinity use?

Jupyter Notebook is named in 33% of job postings at Affinity, followed by ZooKeeper (33%), Rest API (33%).

Jupyter Notebook 1 33% required in 100% · since Aug 2026
ZooKeeper 1 33% required in 100% · since Aug 2026
Rest API 1 33% optional · since Aug 2026

Which engineering practices does Affinity ask for?

ETL/ELT is named in 100% of job postings at Affinity, followed by Machine Learning (67%), CI/CD (33%), Dependency Injection (33%).

ETL/ELT 3 100% required in 100% · 1 open now · since Aug 2026
Machine Learning 2 67% required in 100% · 1 open now · since Aug 2026
CI/CD 1 33% optional · since Aug 2026
Dependency Injection 1 33% optional · since Aug 2026

What does each Affinity team work with?

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

Data Science

3 postings
Python3
SQL3
Spark3
Julia2
PyTorch2
Scikit-learn2

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How modern is the Affinity stack?

Cutting-edge 75/100

Affinity 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: 0; legacy ones: 0.

How common is the Affinity stack in its industry?

Share of the 2,798 companies in the same industries, whose stack Alion knows, that use each technology.

Python25%
SQL26%
Spark5%
Julia0%
PyTorch4%
Scikit-learn3%
TensorFlow3%
XGBoost1%
Apache Kafka7%
GitHub10%

Questions about the Affinity tech stack

What programming languages does Affinity use?

The languages named in Affinity job postings are Python (100%), SQL (100%), Julia (67%), Java (33%), Scala (33%), as a share of the 3 postings of the last 12 months.

Does Affinity use PyTorch?

Yes. PyTorch is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does Affinity use?

The cloud and platforms named in Affinity job postings are Spark (3), Apache Kafka (1), Looker (1) (postings in brackets).

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

Data Science postings at Affinity most often require Python (3), SQL (3), Spark (3), Julia (2), out of 3 postings in the last 12 months.

Is the Affinity tech stack changing?

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

How modern is the Affinity tech stack?

Affinity 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: 0; legacy ones: 0.

How does Alion know the Affinity tech stack?

Alion reads every job posting Affinity publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 29, 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, "Affinity tech stack: 27 technologies from 3 job postings", as of Oct 29, 2026. https://alion.io/company/affinity-com/technologies

Licence: CC BY-SA 4.0JSON