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, PostgreSQL. Python is named in 14 of the 24 job postings Cyber, Data Analytics & Engineering Services published in the last 12 months (58%). Counted by Alion from the job postings of Cyber, Data Analytics & Engineering Services, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
124
Postings analysed
24
Open now
20
Modernity
74 /100
New in 6 months
8

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

Python is named in 58% of job postings at Cyber, Data Analytics & Engineering Services, followed by JavaScript (46%), Java (29%), C++ (25%).

Python 14 58% required in 93% · 13 open now · since Feb 2024
JavaScript 11 46% required in 91% · 10 open now · since Aug 2025
Java 7 29% required in 43% · 6 open now · since Feb 2024
C++ 6 25% required in 100% · 6 open now · since Apr 2024
SQL 5 21% required in 80% · 4 open now · since Aug 2025
TypeScript 4 17% required in 75% · 3 open now · since Feb 2026
Bash 3 13% required in 100% · 2 open now · since Feb 2026
Node JS 3 13% required in 67% · 2 open now · since Feb 2026
Show all (16)
Rust2
Embedded C1
Groovy1
Perl1
Ruby1
C1
Kotlin1
PowerShell1

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

React.js is named in 13% of job postings at Cyber, Data Analytics & Engineering Services, followed by Hadoop (8%), Selenium (8%), Angular (4%).

React.js 3 13% required in 100% · 2 open now · since Feb 2026
Hadoop 2 8% required in 100% · 1 open now · since Feb 2026
Selenium 2 8% required in 50% · 2 open now · since Feb 2024
Angular 1 4% required in 100% · 1 open now · since Feb 2026
Cypress 1 4% required in 100% · 1 open now · since Mar 2026
Jackson 1 4% required in 100% · 1 open now · since Feb 2026
LangGraph 1 4% required in 100% · since Mar 2026
Rest-Assured 1 4% required in 100% · 1 open now · since Mar 2026
Show all (17)
Spring Boot1
Spring Framework1
TestNG1
Bootstrap1
JAX1
JQuery1
JUnit1
LangChain1
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 (13%), Neo4j (8%), Oracle (8%).

ElasticSearch 5 21% required in 100% · 4 open now · since Feb 2026
PostgreSQL 3 13% required in 100% · 3 open now · since Aug 2025
Neo4j 2 8% required in 100% · 1 open now · since Feb 2026
Oracle 2 8% required in 100% · 1 open now · since Aug 2025
Apache Solr 1 4% required in 100% · since Feb 2026
Cassandra 1 4% required in 100% · 1 open now · since Aug 2025
DynamoDB 1 4% required in 100% · 1 open now · since Mar 2026
HBase 1 4% required in 100% · since Feb 2026
Show all (13)
InfluxDB1
MongoDB1
MySQL1
OpenSearch1
Redis1

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

Linux is named in 42% of job postings at Cyber, Data Analytics & Engineering Services, followed by AWS (29%), Kubernetes (21%), Spark (17%).

Linux 10 42% required in 90% · 7 open now · since Nov 2023
AWS 7 29% required in 86% · 6 open now · since Mar 2026
Kubernetes 5 21% required in 60% · 4 open now · since Feb 2024
Spark 4 17% required in 50% · 4 open now · since Mar 2025
Amazon SageMaker 3 13% required in 100% · 3 open now · since Mar 2026
GitLab 3 13% required in 100% · 3 open now · since Feb 2026
Red Hat 3 13% required in 100% · 2 open now · since Feb 2024
Windows 3 13% required in 100% · 2 open now · since Feb 2024
Show all (38)
AWS Lambda2
Amazon ECS2
Amazon EKS2
CentOS Stream2
Grafana2
Splunk2
Unix2
VMWare2
Windows Server2
API Gateway1
AWS Bedrock1
Active Directory1
Amazon CloudWatch1
Amazon EC21
Amazon S31
Apache Kafka1
Debian1
Fedora1
GitHub Actions1
GitLab CI1
Hugging Face1
Kali Linux1
OpenAI1
RabbitMQ1
SIEM1
Snyk1
SonarQube1
Superset1
Ubuntu1
OpenShift1

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

Docker is named in 17% of job postings at Cyber, Data Analytics & Engineering Services, followed by Ansible (13%), Apache NiFi (13%), Git (13%).

Docker 4 17% required in 75% · 4 open now · since Feb 2024
Ansible 3 13% required in 100% · 2 open now · since Feb 2026
Apache NiFi 3 13% required in 100% · 2 open now · since Feb 2026
Git 3 13% required in 100% · 3 open now · since Apr 2026
Terraform 3 13% required in 100% · 2 open now · since Feb 2026
pySpark 3 13% required in 100% · 3 open now · since Feb 2026
Maven 3 13% required in 67% · 3 open now · since Feb 2026
Claude Code 2 8% required in 100% · 2 open now · since Apr 2026
Show all (29)
Nessus2
Prometheus2
Wireshark2
Podman2
AWS CDK1
Adobe Photoshop1
CloudFormation1
Gradle1
Helm1
Nginx1
Nmap1
Puppet1
Tcpdump1
VirtualBox1
WebSockets1
Xilinx Vivado1
ZooKeeper1
Apache Tomcat1
CMake1
Jenkins1
Rest API1

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

LLM is named in 13% of job postings at Cyber, Data Analytics & Engineering Services.

LLM 3 13% 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 21% of job postings at Cyber, Data Analytics & Engineering Services, followed by PKI (17%), RAG (13%), ETL/ELT (8%).

CI/CD 5 21% required in 80% · 4 open now · since Feb 2026
PKI 4 17% required in 75% · 3 open now · since Apr 2024
RAG 3 13% required in 100% · 3 open now · since Apr 2026
ETL/ELT 2 8% required in 100% · 2 open now · since Aug 2025
Fine-tuning 2 8% required in 100% · 2 open now · since Apr 2026
AI Agents 2 8% required in 50% · 1 open now · since Mar 2026
Configuration Management 2 8% required in 50% · 1 open now · since Feb 2026
Machine Learning 2 8% required in 50% · 2 open now · since Mar 2025
Show all (10)
IAM1
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

9 postings
Python8
JavaScript6
C++5
ElasticSearch5
Apache NiFi3
GitLab3

DevOps

5 postings
AWS2
Ansible2
Docker2
Linux2
Prometheus2
Red Hat2

AI/ML

3 postings
LLM3
Python3
Claude Code2
Git2

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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: $210k across 24 postings.

TechnologyPostings with payMedianvs company median
Python14$225k+7%
JavaScript11$210k0%
Linux10$220k+5%
AWS7$200k−5%
Java7$200k−5%
C++6$238k+13%
Kubernetes5$250k+19%
SQL5$210k0%
ElasticSearch5$200k−5%

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
NessusAug 2026
Windows ServerAug 2026
SplunkAug 2026
UnixJun 2026
Amazon EKSApr 2026
GitApr 2026
LLMApr 2026
RAGApr 2026
Not named for 6 months
PostgreSQLMar 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 1,479 companies in the same industries, whose stack Alion knows, that use each technology.

Python64%
JavaScript54%
Linux41%
AWS54%
Java41%
C++19%
ElasticSearch14%
Kubernetes47%
SQL60%
Spark24%

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 (58%), JavaScript (46%), Java (29%), C++ (25%), SQL (21%), as a share of the 24 postings of the last 12 months.

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

Yes. React.js is named in 3 of 24 job postings (13%) and required in 3 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 (10), AWS (7), Kubernetes (5) (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 (6), C++ (5), ElasticSearch (5), out of 9 postings in the last 12 months.

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

Yes. Nessus, Windows Server, Splunk, Unix 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 24 postings of the last 12 months and were updated on Sep 26, 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: 124 technologies from 24 job postings", as of Sep 26, 2026. https://alion.io/company/cti-md/technologies

Licence: CC BY-SA 4.0JSON