Cyber, Data Analytics & Engineering Services
Analytics & BI Consulting · IT Consulting & Digital Transformation

Cyber, Data Analytics & Engineering Services tech stack

Cyber, Data Analytics & Engineering Services builds mostly with Python, JavaScript, Java, C++. Its stack also includes Linux, AWS, ElasticSearch, React.js. Python is named in 18 of the 34 job postings Cyber, Data Analytics & Engineering Services published in the last 12 months (53%). Counted by Alion from the job postings of Cyber, Data Analytics & Engineering Services, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
140
Postings analysed
34
Open now
21
Modernity
74 /100
New in 6 months
8

What programming languages does Cyber, Data Analytics & Engineering Services use?

Python is named in 53% of job postings at Cyber, Data Analytics & Engineering Services, followed by JavaScript (38%), Java (32%), C++ (21%).

Python 18 53% required in 94% · 11 open now · since Feb 2024
JavaScript 13 38% required in 92% · 10 open now · since Aug 2025
Java 11 32% required in 55% · 6 open now · since Feb 2024
C++ 7 21% required in 100% · 5 open now · since Apr 2024
SQL 5 15% required in 80% · 4 open now · since Aug 2025
TypeScript 5 15% required in 80% · 4 open now · since Feb 2026
Perl 4 12% required in 100% · 3 open now · since Feb 2024
Node JS 4 12% required in 75% · 3 open now · since Feb 2026
Show all (16)
Bash3
Ruby2
Rust2
Embedded C1
Groovy1
C1
Kotlin1
PowerShell1

What frameworks and libraries does Cyber, Data Analytics & Engineering Services use?

React.js is named in 12% of job postings at Cyber, Data Analytics & Engineering Services, followed by Hadoop (6%), LangGraph (6%), Spring Boot (6%).

React.js 4 12% required in 100% · 3 open now · since Feb 2026
Hadoop 2 6% required in 100% · 1 open now · since Feb 2026
LangGraph 2 6% required in 100% · 1 open now · since Mar 2026
Spring Boot 2 6% required in 100% · 2 open now · since Aug 2026
LangChain 2 6% required in 50% · 1 open now · since Mar 2026
Selenium 2 6% required in 50% · 2 open now · since Feb 2024
Angular 1 3% required in 100% · 1 open now · since Feb 2026
AutoGen 1 3% required in 100% · 1 open now · since Oct 2026
Show all (20)
CrewAI1
Cypress1
Haystack1
Jackson1
LlamaIndex1
Rest-Assured1
Spring Framework1
TestNG1
Bootstrap1
JQuery1
JUnit1
Mockito1

What databases does Cyber, Data Analytics & Engineering Services use?

ElasticSearch is named in 21% of job postings at Cyber, Data Analytics & Engineering Services, followed by PostgreSQL (9%), MySQL (6%), Neo4j (6%).

ElasticSearch 7 21% required in 100% · 4 open now · since Feb 2026
PostgreSQL 3 9% required in 100% · 3 open now · since Aug 2025
MySQL 2 6% required in 100% · 1 open now · since Aug 2025
Neo4j 2 6% required in 100% · since Feb 2026
Oracle 2 6% required in 100% · 1 open now · since Aug 2025
Redis 2 6% required in 100% · 1 open now · since Feb 2026
Apache Solr 1 3% required in 100% · since Feb 2026
Cassandra 1 3% required in 100% · 1 open now · since Aug 2025
Show all (13)
DynamoDB1
HBase1
InfluxDB1
MongoDB1
OpenSearch1

What cloud and platforms does Cyber, Data Analytics & Engineering Services use?

Linux is named in 41% of job postings at Cyber, Data Analytics & Engineering Services, followed by AWS (29%), Windows (21%), Kubernetes (21%).

Linux 14 41% required in 93% · 9 open now · since Nov 2023
AWS 10 29% required in 80% · 7 open now · since Jan 2025
Windows 7 21% required in 100% · 6 open now · since Feb 2024
Kubernetes 7 21% required in 71% · 4 open now · since Feb 2024
CentOS Stream 5 15% required in 100% · 3 open now · since Feb 2024
Unix 4 12% required in 100% · 3 open now · since Jun 2026
Spark 4 12% required in 50% · 1 open now · since Mar 2025
Amazon SageMaker 3 9% required in 100% · 1 open now · since Mar 2026
Show all (41)
Debian3
Fedora3
GitLab3
Kali Linux3
Red Hat3
Ubuntu3
VMWare3
AWS Lambda2
Amazon ECS2
Amazon EKS2
Grafana2
Splunk2
Windows Server2
API Gateway1
AWS Bedrock1
Active Directory1
ActiveMQ1
Amazon CloudWatch1
Amazon EC21
Amazon S31
Apache Kafka1
GitHub Actions1
GitLab CI1
Hugging Face1
Kibana1
NATS1
OpenAI1
RabbitMQ1
SIEM1
Snyk1
SonarQube1
Superset1

And 1 more, each named in fewer postings.

What developer tools does Cyber, Data Analytics & Engineering Services use?

Docker is named in 18% of job postings at Cyber, Data Analytics & Engineering Services, followed by Git (12%), Maven (12%), Ansible (9%).

Docker 6 18% required in 83% · 6 open now · since Feb 2024
Git 4 12% required in 100% · 2 open now · since Apr 2026
Maven 4 12% required in 75% · 3 open now · since Feb 2026
Ansible 3 9% required in 100% · 2 open now · since Feb 2026
Apache NiFi 3 9% required in 100% · 1 open now · since Feb 2026
Gradle 3 9% required in 100% · 3 open now · since Aug 2026
Terraform 3 9% required in 100% · 2 open now · since Feb 2026
pySpark 3 9% required in 100% · 1 open now · since Feb 2026
Show all (33)
Podman3
Claude Code2
Nessus2
Prometheus2
Wireshark2
Jenkins2
AWS CDK1
Adobe Photoshop1
Chef1
CloudFormation1
Helm1
Keycloak1
MinIO1
Nginx1
Nmap1
Puppet1
Semantic Kernel1
Tcpdump1
VirtualBox1
WebSockets1
Xilinx Vivado1
ZooKeeper1
Apache Tomcat1
CMake1
Rest API1

What AI and ML technologies does Cyber, Data Analytics & Engineering Services use?

LLM is named in 15% of job postings at Cyber, Data Analytics & Engineering Services.

LLM 5 15% required in 100% · 3 open now · since Apr 2026

Which engineering practices does Cyber, Data Analytics & Engineering Services ask for?

CI/CD is named in 15% of job postings at Cyber, Data Analytics & Engineering Services, followed by ETL/ELT (12%), RAG (12%), PKI (12%).

CI/CD 5 15% required in 80% · 3 open now · since Feb 2026
ETL/ELT 4 12% required in 100% · 3 open now · since Aug 2025
RAG 4 12% required in 100% · 2 open now · since Apr 2026
PKI 4 12% required in 75% · 3 open now · since Apr 2024
IAM 3 9% required in 100% · 2 open now · since Mar 2026
AI Agents 3 9% required in 67% · 1 open now · since Mar 2026
Configuration Management 3 9% required in 67% · 2 open now · since Feb 2026
Machine Learning 3 9% required in 67% · 2 open now · since Mar 2025
Show all (16)
Fine-tuning2
Embeddings2
Agentic Workflows1
Prompt Engineering1
Statistical Process Control1
Tokenization1
Human-in-the-Loop1
SOAP1

What does each Cyber, Data Analytics & Engineering Services team work with?

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

Backend

10 postings
Python8
JavaScript7
ElasticSearch6
C++5
AWS3
Apache NiFi3

DevOps

9 postings
Windows6
Linux5
CentOS Stream4
Unix4
AWS3
Debian3

AI/ML

5 postings
LLM5
Python4
Claude Code2
Git2
JavaScript2

See the open roles

How does your stack fit Cyber, Data Analytics & Engineering Services?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How much does Cyber, Data Analytics & Engineering Services pay by technology?

Median stated pay of the postings that name each technology, against the median of all Cyber, Data Analytics & Engineering Services postings with stated pay: $200k across 32 postings.

TechnologyPostings with payMedianvs company median
Python16$225k+13%
JavaScript13$210k+5%
Linux12$220k+10%
AWS10$200k0%
Java9$200k0%
C++7$230k+15%
Kubernetes7$230k+15%
ElasticSearch7$200k0%
Windows6$205k+3%
TypeScript5$250k+25%

How is the Cyber, Data Analytics & Engineering Services 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.

First appeared
EmbeddingsOct 2026
DebianAug 2026
FedoraAug 2026
Kali LinuxAug 2026
UbuntuAug 2026
GradleAug 2026
Spring BootAug 2026
NessusAug 2026
Not named for 6 months
CI/CDApr 2026
PostgreSQLMar 2026
Claude CodeApr 2026
Fine-tuningApr 2026
SeleniumMar 2026

How modern is the Cyber, Data Analytics & Engineering Services stack?

Modern AI adopter 74/100

Cyber, Data Analytics & Engineering Services scores 74 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: 1; legacy ones: 0.

How common is the Cyber, Data Analytics & Engineering Services stack in its industry?

Share of the 6,294 companies in the same industries, whose stack Alion knows, that use each technology.

Python54%
Linux36%
JavaScript46%
Java35%
AWS46%
C++14%
ElasticSearch10%
Kubernetes38%
Windows30%
CentOS Stream4%

What sets Cyber, Data Analytics & Engineering Services apart

CentOS Stream4%
Debian3%
Fedora0%
Kali Linux1%

Questions about the Cyber, Data Analytics & Engineering Services tech stack

What programming languages does Cyber, Data Analytics & Engineering Services use?

The languages named in Cyber, Data Analytics & Engineering Services job postings are Python (53%), JavaScript (38%), Java (32%), C++ (21%), SQL (15%), as a share of the 34 postings of the last 12 months.

Does Cyber, Data Analytics & Engineering Services use React.js?

Yes. React.js is named in 4 of 34 job postings (12%) and required in 4 of them.

What cloud and platforms does Cyber, Data Analytics & Engineering Services use?

The cloud and platforms named in Cyber, Data Analytics & Engineering Services job postings are Linux (14), AWS (10), Windows (7) (postings in brackets).

What skills do you need for a Backend job at Cyber, Data Analytics & Engineering Services?

Backend postings at Cyber, Data Analytics & Engineering Services most often require Python (8), JavaScript (7), ElasticSearch (6), C++ (5), out of 10 postings in the last 12 months.

Is the Cyber, Data Analytics & Engineering Services tech stack changing?

Yes. Embeddings, Debian, Fedora, Kali Linux first appeared in Cyber, Data Analytics & Engineering Services job postings in the last six months.

How modern is the Cyber, Data Analytics & Engineering Services tech stack?

Cyber, Data Analytics & Engineering Services scores 74 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: 1; legacy ones: 0.

How does Alion know the Cyber, Data Analytics & Engineering Services tech stack?

Alion reads every job posting Cyber, Data Analytics & Engineering Services publishes and tags the technologies each one names. The figures on this page count the 34 postings of the last 12 months and were updated on Nov 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, "Cyber, Data Analytics & Engineering Services tech stack: 140 technologies from 34 job postings", as of Nov 10, 2026. https://alion.io/company/cti-md/technologies

Licence: CC BY-SA 4.0JSON