Aays Analytics tech stack

Aays Analytics builds mostly with Python, SQL, Clojure. Its stack also includes Azure, Spark, Hadoop, BigQuery. Python is named in 3 of the 3 job postings Aays Analytics published in the last 12 months (100%). Counted by Alion from the job postings of Aays Analytics, updated Oct 21, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 21, 2026
Technologies in use
26
Postings analysed
3
Open now
3
Modernity
73 /100

What programming languages does Aays Analytics use?

Python is named in 100% of job postings at Aays Analytics, followed by SQL (100%), Clojure (67%).

Python 3 100% required in 100% · 3 open now · since Oct 2026
SQL 3 100% required in 100% · 3 open now · since Oct 2026
Clojure 2 67% required in 100% · 2 open now · since Oct 2026

What frameworks and libraries does Aays Analytics use?

Hadoop is named in 67% of job postings at Aays Analytics.

Hadoop 2 67% required in 100% · 2 open now · since Oct 2026

What databases does Aays Analytics use?

BigQuery is named in 33% of job postings at Aays Analytics, followed by Google BigQuery (33%).

BigQuery 1 33% required in 100% · 1 open now · since Oct 2026
Google BigQuery 1 33% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Aays Analytics use?

Azure is named in 100% of job postings at Aays Analytics, followed by Spark (100%), Databricks (67%), Power BI (67%).

Azure 3 100% required in 100% · 3 open now · since Oct 2026
Spark 3 100% required in 100% · 3 open now · since Oct 2026
Databricks 2 67% required in 100% · 2 open now · since Oct 2026
Power BI 2 67% required in 100% · 2 open now · since Oct 2026
Tableau 2 67% required in 100% · 2 open now · since Oct 2026
Apache Kafka 1 33% required in 100% · 1 open now · since Oct 2026
GCP 1 33% required in 100% · 1 open now · since Oct 2026
GitHub Actions 1 33% required in 100% · 1 open now · since Oct 2026
Show all (12)
Google GKE1
Looker1
Vertex AI1
Kubernetes1

What developer tools does Aays Analytics use?

Azure Data Factory is named in 67% of job postings at Aays Analytics, followed by Git (67%), Terraform (33%).

Azure Data Factory 2 67% required in 100% · 2 open now · since Oct 2026
Git 2 67% required in 100% · 2 open now · since Oct 2026
Terraform 1 33% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Aays Analytics ask for?

CI/CD is named in 33% of job postings at Aays Analytics, followed by Data Vault (33%), ETL/ELT (33%), IAM (33%).

CI/CD 1 33% required in 100% · 1 open now · since Oct 2026
Data Vault 1 33% required in 100% · 1 open now · since Oct 2026
ETL/ELT 1 33% required in 100% · 1 open now · since Oct 2026
IAM 1 33% required in 100% · 1 open now · since Oct 2026
Time Series Forecasting 1 33% required in 100% · 1 open now · since Oct 2026

What does each Aays Analytics team work with?

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

Data Science

3 postings
Azure3
Python3
SQL3
Spark3
Azure Data Factory2
Clojure2

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How modern is the Aays Analytics stack?

Modern 73/100

Aays Analytics 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 Aays Analytics stack in its industry?

Share of the 421 companies in the same industries, whose stack Alion knows, that use each technology.

Azure62%
Python74%
SQL72%
Spark36%
Clojure0%
Databricks41%
Hadoop14%
Power BI43%
Tableau27%
Apache Kafka26%

Questions about the Aays Analytics tech stack

What programming languages does Aays Analytics use?

The languages named in Aays Analytics job postings are Python (100%), SQL (100%), Clojure (67%), as a share of the 3 postings of the last 12 months.

Does Aays Analytics use Hadoop?

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

What cloud and platforms does Aays Analytics use?

The cloud and platforms named in Aays Analytics job postings are Azure (3), Spark (3), Databricks (2) (postings in brackets).

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

Data Science postings at Aays Analytics most often require Azure (3), Python (3), SQL (3), Spark (3), out of 3 postings in the last 12 months.

Is the Aays Analytics tech stack changing?

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

How modern is the Aays Analytics tech stack?

Aays Analytics 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 Aays Analytics tech stack?

Alion reads every job posting Aays Analytics 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 21, 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, "Aays Analytics tech stack: 26 technologies from 3 job postings", as of Oct 21, 2026. https://alion.io/company/aays-analytics/technologies

Licence: CC BY-SA 4.0JSON