Groupe CELAD tech stack

Groupe CELAD builds mostly with SQL, Python, JavaScript, Java. Its stack also includes Linux, Kubernetes, Angular, PostgreSQL. SQL is named in 31 of the 115 job postings Groupe CELAD published in the last 12 months (27%). Counted by Alion from the job postings of Groupe CELAD, updated Oct 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 8, 2026
Technologies in use
200
Postings analysed
115
Open now
115
Modernity
77 /100

What programming languages does Groupe CELAD use?

SQL is named in 27% of job postings at Groupe CELAD, followed by Python (20%), JavaScript (20%), Java (18%).

SQL 31 27% required in 100% · 31 open now · since Aug 2026
Python 23 20% required in 100% · 23 open now · since Aug 2026
JavaScript 23 20% required in 39% · 23 open now · since Aug 2026
Java 21 18% required in 86% · 21 open now · since Aug 2026
TypeScript 15 13% required in 47% · 15 open now · since Aug 2026
C# 9 8% required in 67% · 9 open now · since Aug 2026
Node JS 8 7% required in 88% · 8 open now · since Aug 2026
C++ 7 6% required in 100% · 7 open now · since Sep 2026
Show all (27)
COBOL5
Bash2
JCL2
PowerShell2
Elixir1
Go1
Groovy1
PHP1
Ruby1
Rust1
Sass1
Scala1
Swift1
SystemVerilog1
VHDL1
Verilog1
ABAP1
C1
Kotlin1

What frameworks and libraries does Groupe CELAD use?

Angular is named in 11% of job postings at Groupe CELAD, followed by Spring Boot (8%), Qt (4%), Hadoop (3%).

Angular 13 11% required in 100% · 13 open now · since Aug 2026
Spring Boot 9 8% required in 100% · 9 open now · since Sep 2026
Qt 5 4% required in 100% · 5 open now · since Sep 2026
Hadoop 4 3% required in 100% · 4 open now · since Sep 2026
Vue.js 4 3% required in 100% · 4 open now · since Sep 2026
FastAPI 3 3% required in 100% · 3 open now · since Sep 2026
Playwright 3 3% required in 100% · 3 open now · since Sep 2026
Entity Framework Core 2 2% required in 100% · 2 open now · since Sep 2026
Show all (43)
LangChain2
Matplotlib2
Micronaut2
OpenTelemetry2
Pandas2
Celery1
Commander.js1
Docling1
FAISS1
Ionic1
JQuery1
Jest1
LangGraph1
Mocha1
Mockito1
Nest.JS1
NgRx1
Pandera1
Polars1
PyTorch1
Pytest1
Quarkus1
ROS1
ROS21
React.js1
Robot Framework1
Ruby on Rails1
RxJS1
STL1
Scikit-learn1
Spring Security1
Symfony1

And 3 more, each named in fewer postings.

What databases does Groupe CELAD use?

PostgreSQL is named in 10% of job postings at Groupe CELAD, followed by Oracle (3%), Db2 (3%), ElasticSearch (3%).

PostgreSQL 12 10% required in 92% · 12 open now · since Sep 2026
Oracle 4 3% required in 100% · 4 open now · since Aug 2026
Db2 3 3% required in 100% · 3 open now · since Sep 2026
ElasticSearch 3 3% required in 100% · 3 open now · since Aug 2026
MySQL 2 2% required in 100% · 2 open now · since Sep 2026
BigQuery 1 1% required in 100% · 1 open now · since Sep 2026
Chroma 1 1% required in 100% · 1 open now · since Oct 2026
Google BigQuery 1 1% required in 100% · 1 open now · since Sep 2026
Show all (18)
HBase1
MS SQL1
Milvus1
Pinecone1
Qdrant1
Redis1
SQLite1
Snowflake1
Teradata1
Weaviate1

What cloud and platforms does Groupe CELAD use?

Linux is named in 22% of job postings at Groupe CELAD, followed by Kubernetes (17%), GitLab (13%), GitLab CI (9%).

Linux 25 22% required in 100% · 25 open now · since Aug 2026
Kubernetes 20 17% required in 100% · 20 open now · since Aug 2026
GitLab 15 13% required in 100% · 15 open now · since Sep 2026
GitLab CI 10 9% required in 100% · 10 open now · since Sep 2026
AWS 9 8% required in 100% · 9 open now · since Sep 2026
Grafana 8 7% required in 100% · 8 open now · since Aug 2026
Azure 8 7% required in 88% · 8 open now · since Sep 2026
.NET 7 6% required in 100% · 7 open now · since Aug 2026
Show all (42)
Windows7
Apache Kafka5
GCP5
Power BI5
OpenShift4
RTOS4
RabbitMQ4
SonarQube4
Bitbucket3
Checkmarx3
Kibana3
Postman3
Red Hat3
Unix3
Spark3
AWS Lambda2
Azure DevOps2
VMWare2
Active Directory1
CentOS Stream1
Copilot Studio1
DLP1
Dynatrace1
GitHub1
Google Cloud Run1
Hugging Face1
Microsoft Entra ID1
SAP BTP1
SAP Fiori1
SIEM1
Scaleway1
Splunk1

And 2 more, each named in fewer postings.

What developer tools does Groupe CELAD use?

Git is named in 23% of job postings at Groupe CELAD, followed by Docker (13%), Rest API (11%), Jenkins (10%).

Git 27 23% required in 96% · 27 open now · since Aug 2026
Docker 15 13% required in 100% · 15 open now · since Sep 2026
Rest API 13 11% required in 100% · 13 open now · since Aug 2026
Jenkins 12 10% required in 92% · 12 open now · since Aug 2026
Ansible 10 9% required in 100% · 10 open now · since Aug 2026
Helm 8 7% required in 100% · 8 open now · since Sep 2026
Maven 7 6% required in 100% · 7 open now · since Sep 2026
Terraform 7 6% required in 100% · 7 open now · since Aug 2026
Show all (42)
pySpark3
CMake2
Copilot2
Prometheus2
Swagger2
Altium Designer1
Ansys SIwave1
Apache Tomcat1
ArgoCD1
Cadence Allegro1
Cadence Sigrity1
Cadence Virtuoso1
Chef1
Claude Code1
GCC1
Gitea1
Google ADK1
GraphQL1
Harbor1
HyperLynx1
KVM1
MQTT1
Model Context Protocol1
Mypy1
SAP Gateway1
SolidWorks1
Traefik1
Trivy1
Valgrind1
WebSockets1
Zabbix1
Zuken CR-80001

And 2 more, each named in fewer postings.

What AI and ML technologies does Groupe CELAD use?

LLM is named in 3% of job postings at Groupe CELAD, followed by Claude (1%).

LLM 4 3% required in 100% · 4 open now · since Sep 2026
Claude 1 1% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Groupe CELAD ask for?

CI/CD is named in 28% of job postings at Groupe CELAD, followed by Machine Learning (5%), TCP/IP (4%), SLI/SLO/SLA (3%).

CI/CD 32 28% required in 100% · 32 open now · since Aug 2026
Machine Learning 6 5% required in 100% · 6 open now · since Sep 2026
TCP/IP 5 4% required in 100% · 5 open now · since Sep 2026
SLI/SLO/SLA 3 3% required in 100% · 3 open now · since Sep 2026
BGP 2 2% required in 100% · 2 open now · since Sep 2026
DNS 2 2% required in 100% · 2 open now · since Sep 2026
ETL/ELT 2 2% required in 100% · 2 open now · since Sep 2026
Embeddings 2 2% required in 100% · 2 open now · since Oct 2026
Show all (26)
GitOps2
IAM2
OSPF2
Platform Engineering2
RAG2
Wi-Fi2
AI Agents1
Chaos Engineering1
FinOps1
Incident Management1
LLM Guardrails1
Mixture of Experts1
NLP1
Prompt Engineering1
SOAP1
Structured Outputs1
VLAN1
VPN1

What does each Groupe CELAD team work with?

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

Backend

31 postings
Java11
Kubernetes9
SQL9
Git8
Angular7
Python7

Hardware

13 postings
Linux9
C++7
Git7
Qt5
RTOS3
Windows3

DevOps

13 postings
Kubernetes9
Docker7
Ansible6
Grafana6
Python6
Terraform6

Data Science

9 postings
SQL6
Python4
Hadoop3
Oracle3
Power BI3
GitLab2

Enterprise Apps

8 postings
COBOL4
Db23
SQL3

Analytics

8 postings
SQL5
Java3
PostgreSQL3
Rest API2

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How much does Groupe CELAD pay by technology?

Median stated pay of the postings that name each technology, against the median of all Groupe CELAD postings with stated pay: $72k across 103 postings.

TechnologyPostings with payMedianvs company median
SQL27$56k−22%
Linux23$118k+64%
Python22$54k−25%
JavaScript21$126k+75%
Java21$118k+64%
Kubernetes19$62k−14%
TypeScript15$126k+75%
GitLab15$54k−25%
Angular13$127k+76%
PostgreSQL11$79k+9%

How modern is the Groupe CELAD stack?

Cutting-edge AI adopter 77/100

Groupe CELAD scores 77 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 Groupe CELAD stack in its industry?

Share of the 1,515 companies in the same industries, whose stack Alion knows, that use each technology.

SQL69%
Linux45%
JavaScript64%
Python68%
Java54%
Kubernetes55%
GitLab30%
TypeScript53%
Angular37%
PostgreSQL46%

What sets Groupe CELAD apart

Qt2%
RTOS3%
Checkmarx4%

Questions about the Groupe CELAD tech stack

What programming languages does Groupe CELAD use?

The languages named in Groupe CELAD job postings are SQL (27%), Python (20%), JavaScript (20%), Java (18%), TypeScript (13%), as a share of the 115 postings of the last 12 months.

Does Groupe CELAD use Angular?

Yes. Angular is named in 13 of 115 job postings (11%) and required in 13 of them.

What cloud and platforms does Groupe CELAD use?

The cloud and platforms named in Groupe CELAD job postings are Linux (25), Kubernetes (20), GitLab (15) (postings in brackets).

What skills do you need for a Backend job at Groupe CELAD?

Backend postings at Groupe CELAD most often require Java (11), Kubernetes (9), SQL (9), Git (8), out of 31 postings in the last 12 months.

Is the Groupe CELAD tech stack changing?

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

How modern is the Groupe CELAD tech stack?

Groupe CELAD scores 77 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 Groupe CELAD tech stack?

Alion reads every job posting Groupe CELAD publishes and tags the technologies each one names. The figures on this page count the 115 postings of the last 12 months and were updated on Oct 8, 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, "Groupe CELAD tech stack: 200 technologies from 115 job postings", as of Oct 8, 2026. https://alion.io/company/celad-2/technologies

Licence: CC BY-SA 4.0JSON