Dws tech stack
Dws builds mostly with Python, SQL, Java, TypeScript. Its stack also includes GCP, Snowflake, Oracle, Azure. Python is named in 24 of the 51 job postings Dws published in the last 12 months (47%). Counted by Alion from the job postings of Dws, updated Oct 4, 2026.
What programming languages does Dws use?
Python is named in 47% of job postings at Dws, followed by SQL (29%), Java (22%), TypeScript (8%).
Python
24 47%
SQL
15 29%
Java
11 22%
TypeScript
4 8%
ABAP
3 6%
PowerShell
3 6%
JavaScript
2 4%
C#
2 4%
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What frameworks and libraries does Dws use?
Spring Boot is named in 8% of job postings at Dws, followed by Cucumber (4%), FastAPI (2%), LangChain (2%).
Spring Boot
4 8%
Cucumber
2 4%
FastAPI
1 2%
LangChain
1 2%
LangGraph
1 2%
NumPy
1 2%
OpenTelemetry
1 2%
Pandas
1 2%
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What databases does Dws use?
Snowflake is named in 20% of job postings at Dws, followed by Oracle (12%), PostgreSQL (10%), MS SQL (6%).
Snowflake
10 20%
Oracle
6 12%
PostgreSQL
5 10%
MS SQL
3 6%
BigQuery
3 6%
Google BigQuery
3 6%
MySQL
1 2%
What cloud and platforms does Dws use?
GCP is named in 29% of job postings at Dws, followed by Azure (10%), Kubernetes (10%), GitHub (6%).
GCP
15 29%
Azure
5 10%
Kubernetes
5 10%
GitHub
3 6%
Apache Kafka
3 6%
.NET
2 4%
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What developer tools does Dws use?
Microsoft Excel is named in 20% of job postings at Dws, followed by Git (14%), Terraform (12%), Lighthouse (6%).
Git
7 14%
Terraform
6 12%
Lighthouse
3 6%
Copilot
3 6%
Docker
3 6%
Gradle
3 6%
Jenkins
3 6%
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What AI and ML technologies does Dws use?
LLM is named in 4% of job postings at Dws, followed by DALL-E (2%).
Which engineering practices does Dws ask for?
CI/CD is named in 18% of job postings at Dws, followed by SLI/SLO/SLA (14%), Platform Engineering (12%), Machine Learning (10%).
CI/CD
9 18%
SLI/SLO/SLA
7 14%
Platform Engineering
6 12%
Shift-Left
3 6%
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What does each Dws team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Finance
12 postingsOperations
7 postingsData Science
6 postingsLeadership
5 postingsAnalytics
5 postingsEnterprise Apps
3 postingsHow does your stack fit Dws?
How is the Dws 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.
How modern is the Dws stack?
Dws scores 79 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 Dws stack in its industry?
Share of the 311 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Dws apart
Companies with a stack like Dws
Questions about the Dws tech stack
What programming languages does Dws use?
The languages named in Dws job postings are Python (47%), SQL (29%), Java (22%), TypeScript (8%), ABAP (6%), as a share of the 51 postings of the last 12 months.
Does Dws use Spring Boot?
Yes. Spring Boot is named in 4 of 51 job postings (8%) and required in 3 of them.
What cloud and platforms does Dws use?
The cloud and platforms named in Dws job postings are GCP (15), Azure (5), Kubernetes (5) (postings in brackets).
What skills do you need for a Finance job at Dws?
Finance postings at Dws most often require Microsoft Excel (4), GCP (2), Python (2), SQL (2), out of 12 postings in the last 12 months.
Is the Dws tech stack changing?
Yes. .NET, C#, Spring Boot, Docker first appeared in Dws job postings in the last six months.
How modern is the Dws tech stack?
Dws scores 79 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 Dws tech stack?
Alion reads every job posting Dws publishes and tags the technologies each one names. The figures on this page count the 51 postings of the last 12 months and were updated on Oct 4, 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, "Dws tech stack: 118 technologies from 51 job postings", as of Oct 4, 2026. https://alion.io/company/dws-5/technologies