DCG tech stack

DCG builds mostly with SQL, Python, Java, JavaScript. Its stack also includes Kubernetes, Azure, PostgreSQL, Spring Boot. SQL is named in 19 of the 54 job postings DCG published in the last 12 months (35%). Counted by Alion from the job postings of DCG, updated Oct 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 10, 2026
Technologies in use
140
Postings analysed
54
Open now
54
Modernity
78 /100

What programming languages does DCG use?

SQL is named in 35% of job postings at DCG, followed by Python (24%), Java (22%), JavaScript (17%).

SQL 19 35% required in 84% · 19 open now · since Sep 2026
Python 13 24% required in 92% · 13 open now · since Sep 2026
Java 12 22% required in 58% · 12 open now · since Sep 2026
JavaScript 9 17% required in 33% · 9 open now · since Sep 2026
C# 7 13% required in 14% · 7 open now · since Sep 2026
PowerShell 4 7% required in 100% · 4 open now · since Sep 2026
TypeScript 4 7% required in 50% · 4 open now · since Sep 2026
Bash 3 6% required in 100% · 3 open now · since Sep 2026
Show all (13)
C1
COBOL1
Go1
Kotlin1
Node JS1

What frameworks and libraries does DCG use?

Spring Boot is named in 7% of job postings at DCG, followed by Hadoop (7%), Angular (6%), Playwright (6%).

Spring Boot 4 7% required in 75% · 4 open now · since Sep 2026
Hadoop 4 7% required in 50% · 4 open now · since Sep 2026
Angular 3 6% required in 100% · 3 open now · since Sep 2026
Playwright 3 6% required in 67% · 3 open now · since Sep 2026
ASP.NET Core 2 4% required in 100% · 2 open now · since Sep 2026
React.js 2 4% required in 100% · 2 open now · since Oct 2026
Selenium 2 4% required in 100% · 2 open now · since Sep 2026
Redux 2 4% required in 50% · 2 open now · since Sep 2026
Show all (23)
Apache Camel1
Asyncio1
Cucumber1
Cypress1
FastAPI1
Flask1
JUnit1
LangChain1
Lombok1
Pydantic1
Rest-Assured1
Spring Framework1
ZeroMQ1
OpenTelemetry1
Serilog1

What databases does DCG use?

PostgreSQL is named in 7% of job postings at DCG, followed by Snowflake (4%), Azure SQL Database (2%), BigQuery (2%).

PostgreSQL 4 7% required in 75% · 4 open now · since Sep 2026
Snowflake 2 4% required in 100% · 2 open now · since Sep 2026
Azure SQL Database 1 2% required in 100% · 1 open now · since Oct 2026
BigQuery 1 2% required in 100% · 1 open now · since Oct 2026
ClickHouse 1 2% required in 100% · 1 open now · since Sep 2026
ElasticSearch 1 2% required in 100% · 1 open now · since Oct 2026
Google BigQuery 1 2% required in 100% · 1 open now · since Oct 2026
MS SQL 1 2% required in 100% · 1 open now · since Sep 2026
Show all (9)
OpenSearch1

What cloud and platforms does DCG use?

Kubernetes is named in 13% of job postings at DCG, followed by Azure (13%), Linux (11%), Apache Kafka (11%).

Kubernetes 7 13% required in 86% · 7 open now · since Sep 2026
Azure 7 13% required in 43% · 7 open now · since Sep 2026
Linux 6 11% required in 100% · 6 open now · since Sep 2026
Apache Kafka 6 11% required in 67% · 6 open now · since Sep 2026
GCP 5 9% required in 80% · 5 open now · since Sep 2026
AWS 4 7% optional · 4 open now · since Sep 2026
Azure DevOps 3 6% required in 100% · 3 open now · since Sep 2026
Bamboo 3 6% required in 100% · 3 open now · since Sep 2026
Show all (40)
Bitbucket3
OpenShift3
.NET3
GitHub Actions2
GitLab CI2
Red Hat2
Windows2
Grafana2
Splunk2
Azure AKS1
Copilot Studio1
DLP1
Databricks1
ElevenLabs1
Figma1
GitHub1
GitLab1
Google GKE1
Kibana1
NATS1
Power BI1
Qualys Cloud Platform1
SIEM1
SSAS1
Spark1
Unix1
VMWare1
Active Directory1
Anthropic1
AppDynamics1
Postman1
SonarQube1

What developer tools does DCG use?

Rest API is named in 30% of job postings at DCG, followed by Git (17%), Docker (17%), Jenkins (15%).

Rest API 16 30% required in 88% · 16 open now · since Sep 2026
Git 9 17% required in 100% · 9 open now · since Sep 2026
Docker 9 17% required in 78% · 9 open now · since Sep 2026
Jenkins 8 15% required in 100% · 8 open now · since Sep 2026
Ansible 5 9% required in 60% · 5 open now · since Sep 2026
Terraform 4 7% required in 50% · 4 open now · since Sep 2026
ArgoCD 2 4% required in 100% · 2 open now · since Oct 2026
Claude Code 2 4% required in 100% · 2 open now · since Oct 2026
Show all (32)
Copilot2
Podman2
Tekton2
Model Context Protocol2
Prometheus2
Gerrit1
GolangCI-Lint1
GraphQL1
HashiCorp Vault1
Informatica1
JFrog Artifactory1
Mypy1
Nessus1
OpenVAS1
PM21
SSIS1
dbt1
pre-commit1
IBM MQ1
Maven1
OWASP ZAP1
Puppet1
Swagger1
VictoriaMetrics1

What AI and ML technologies does DCG use?

LLM is named in 15% of job postings at DCG, followed by Claude (2%).

LLM 8 15% required in 75% · 8 open now · since Sep 2026
Claude 1 2% optional · 1 open now · since Sep 2026

Which engineering practices does DCG ask for?

CI/CD is named in 43% of job postings at DCG, followed by AI Agents (9%), GitOps (7%), Machine Learning (6%).

CI/CD 23 43% required in 91% · 23 open now · since Sep 2026
AI Agents 5 9% required in 100% · 5 open now · since Sep 2026
GitOps 4 7% required in 75% · 4 open now · since Sep 2026
Machine Learning 3 6% required in 100% · 3 open now · since Sep 2026
IAM 2 4% required in 100% · 2 open now · since Sep 2026
NLP 2 4% required in 100% · 2 open now · since Sep 2026
SOAP 2 4% required in 100% · 2 open now · since Sep 2026
Configuration Management 1 2% required in 100% · 1 open now · since Sep 2026
Show all (21)
DHCP1
DNS1
ETL/ELT1
OCR1
Physical AI1
State Management1
TCP/IP1
Text-to-Speech1
Time Series Forecasting1
eBPF1
Context Engineering1
Prompt Engineering1
Structured Outputs1

What does each DCG team work with?

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

Analytics

12 postings
SQL5
Rest API3
LLM2

Backend

11 postings
Rest API6
Java4
Python4
SQL4
Kubernetes3
OpenShift3

DevOps

6 postings
Bamboo3
Git3
PowerShell3
Python3
Ansible2
Azure2

QA

6 postings
Jenkins4
Rest API4
Java3
Git2
JavaScript2
Playwright2

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How much does DCG pay by technology?

Median stated pay of the postings that name each technology, against the median of all DCG postings with stated pay: $76k across 46 postings.

TechnologyPostings with payMedianvs company median
SQL17$72k−5%
Python10$76k0%
Java10$76k0%
JavaScript8$76k0%
Kubernetes6$84k+11%
Azure6$84k+10%
C#6$75k−2%
LLM6$73k−4%
GCP5$80k+5%

How modern is the DCG stack?

Cutting-edge AI adopter 78/100

DCG scores 78 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 DCG stack in its industry?

Share of the 519 companies in the same industries, whose stack Alion knows, that use each technology.

SQL40%
Python51%
Java22%
JavaScript46%
LLM23%
Azure22%
C#9%
Kubernetes36%
Apache Kafka21%
Linux25%

What sets DCG apart

Hadoop3%
Azure DevOps3%
Bamboo0%
Bitbucket2%
OpenShift2%

Questions about the DCG tech stack

What programming languages does DCG use?

The languages named in DCG job postings are SQL (35%), Python (24%), Java (22%), JavaScript (17%), C# (13%), as a share of the 54 postings of the last 12 months.

Does DCG use Spring Boot?

Yes. Spring Boot is named in 4 of 54 job postings (7%) and required in 3 of them.

What cloud and platforms does DCG use?

The cloud and platforms named in DCG job postings are Kubernetes (7), Azure (7), Linux (6) (postings in brackets).

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

Analytics postings at DCG most often require SQL (5), Rest API (3), LLM (2), out of 12 postings in the last 12 months.

Is the DCG tech stack changing?

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

How modern is the DCG tech stack?

DCG scores 78 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 DCG tech stack?

Alion reads every job posting DCG publishes and tags the technologies each one names. The figures on this page count the 54 postings of the last 12 months and were updated on Oct 10, 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, "DCG tech stack: 140 technologies from 54 job postings", as of Oct 10, 2026. https://alion.io/company/dcg-co/technologies

Licence: CC BY-SA 4.0JSON