Agiledefense tech stack

Agiledefense builds mostly with Python, SQL, Java, JavaScript. Its stack also includes AWS, Azure, Scikit-learn, TensorFlow. Python is named in 29 of the 85 job postings Agiledefense published in the last 12 months (34%). Counted by Alion from the job postings of Agiledefense, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
159
Postings analysed
85
Open now
66
Modernity
71 /100
New in 6 months
8

What programming languages does Agiledefense use?

Python is named in 34% of job postings at Agiledefense, followed by SQL (24%), Java (13%), JavaScript (12%).

Python 29 34% required in 48% · 22 open now · since Feb 2026
SQL 20 24% required in 45% · 15 open now · since Nov 2025
Java 11 13% required in 82% · 11 open now · since Jun 2026
JavaScript 10 12% required in 40% · 9 open now · since Nov 2025
PowerShell 7 8% required in 86% · 6 open now · since Feb 2026
TypeScript 7 8% required in 29% · 6 open now · since Jul 2026
C# 6 7% required in 67% · 6 open now · since Apr 2026
Bash 4 5% required in 75% · 2 open now · since Jun 2026
Show all (17)
C++4
Node JS2
Go1
Kotlin1
Rust1
YARA1
1C1
PHP1
Ruby1

What frameworks and libraries does Agiledefense use?

Scikit-learn is named in 12% of job postings at Agiledefense, followed by TensorFlow (12%), XGBoost (12%), Spring Boot (7%).

Scikit-learn 10 12% required in 20% · 6 open now · since May 2026
TensorFlow 10 12% required in 20% · 6 open now · since May 2026
XGBoost 10 12% required in 20% · 6 open now · since May 2026
Spring Boot 6 7% required in 100% · 6 open now · since Jun 2026
OpenTelemetry 5 6% optional · 5 open now · since Jun 2026
Django 4 5% optional · 4 open now · since Jun 2026
LiteLLM 4 5% optional · 4 open now · since Jun 2026
Matplotlib 3 4% optional · 2 open now · since May 2026
Show all (24)
Plotly3
JQuery2
React.js2
Angular1
Flink1
Metasploit1
Nest.JS1
Volatility1
Vue.js1
LangChain1
LangGraph1
LlamaIndex1
Selenium1
Transformers1
Triton1
spaCy1

What databases does Agiledefense use?

Redis is named in 7% of job postings at Agiledefense, followed by ClickHouse (5%), MySQL (1%), ElasticSearch (1%).

Redis 6 7% optional · 5 open now · since Jun 2026
ClickHouse 4 5% optional · 4 open now · since Jun 2026
MySQL 1 1% required in 100% · 1 open now · since Jun 2026
ElasticSearch 1 1% optional · since Jul 2026
MS SQL 1 1% optional · 1 open now · since Jul 2026
OpenSearch 1 1% optional · since Jul 2026

What cloud and platforms does Agiledefense use?

AWS is named in 33% of job postings at Agiledefense, followed by Azure (28%), Windows (22%), Spark (18%).

AWS 28 33% required in 71% · 21 open now · since Jan 2026
Azure 24 28% required in 29% · 19 open now · since Jan 2026
Windows 19 22% required in 58% · 15 open now · since Nov 2025
Spark 15 18% required in 40% · 11 open now · since May 2026
Linux 14 16% required in 93% · 10 open now · since Nov 2025
Active Directory 14 16% required in 50% · 9 open now · since Nov 2025
Databricks 12 14% required in 92% · 8 open now · since May 2026
SIEM 12 14% required in 92% · 11 open now · since Feb 2026
Show all (47)
VMWare8
Apache Kafka6
Kubernetes5
Red Hat5
Splunk5
MLFlow5
GCP4
Azure DevOps4
NATS4
Unix3
GitLab3
Power BI3
LDAP3
Zscaler3
Tableau3
Burp Suite2
DLP2
Tanium2
.NET2
Microsoft Entra ID2
OpenShift2
Windows Server2
Grafana2
ActiveMQ1
Amazon EC21
Autopsy1
Azure AKS1
Crowdstrike1
Exabeam1
Kali Linux1
Okta1
Ping Identity1

And 7 more, each named in fewer postings.

What developer tools does Agiledefense use?

pySpark is named in 16% of job postings at Agiledefense, followed by Docker (7%), Nessus (6%), Terraform (5%).

pySpark 14 16% required in 50% · 10 open now · since May 2026
Docker 6 7% required in 50% · 5 open now · since Jun 2026
Nessus 5 6% required in 100% · 3 open now · since Jun 2026
Terraform 4 5% required in 25% · 3 open now · since Jun 2026
OpenRouter 4 5% optional · 4 open now · since Jun 2026
Ansible 3 4% required in 100% · 2 open now · since Jun 2026
Git 3 4% required in 100% · 2 open now · since Jul 2026
EnCase 3 4% required in 67% · 3 open now · since Nov 2025
Show all (36)
FTK2
Helm2
Hyper-V2
Keycloak2
Rest API2
Wireshark2
Prometheus2
Adobe Photoshop1
Apache HTTP Server1
AutoCAD1
Chef1
Crossplane1
Ghidra1
IDA Pro1
Kustomize1
Puppet1
The Sleuth Kit1
X-Ways Forensics1
Xen1
YARA1
xUnit1
Apache HTTP Server1
CloudFormation1
Jaeger1
Jenkins1
OWASP ZAP1
Semantic Kernel1
Swagger1

What AI and ML technologies does Agiledefense use?

LLM is named in 1% of job postings at Agiledefense.

LLM 1 1% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Agiledefense ask for?

CI/CD is named in 28% of job postings at Agiledefense, followed by Machine Learning (13%), Platform Engineering (9%), VPN (9%).

CI/CD 24 28% required in 79% · 18 open now · since Apr 2026
Machine Learning 11 13% required in 100% · 7 open now · since May 2026
Platform Engineering 8 9% required in 50% · 6 open now · since May 2026
VPN 8 9% required in 50% · 6 open now · since Nov 2025
IAM 7 8% required in 100% · 5 open now · since Apr 2026
AI Agents 6 7% required in 67% · 6 open now · since Jun 2026
Incident Management 5 6% required in 100% · 3 open now · since Jun 2026
BGP 4 5% required in 100% · 2 open now · since Feb 2026
Show all (28)
Configuration Management4
DHCP4
DNS4
MPLS4
ETL/ELT4
PKI3
SLI/SLO/SLA3
OSPF2
Red Teaming2
TCP/IP2
Wi-Fi2
NLP2
Function Calling1
GraphRAG1
Knowledge Graph1
Mixture of Experts1
RAG1
Recommender Systems1
SOAP1
Tool Use1

What does each Agiledefense team work with?

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

Backend

17 postings
Java7
AWS6
Spring Boot6
C#3
Kubernetes3
Azure2

Security

16 postings
SIEM8
Linux6
Windows4
Active Directory3
PowerShell3
Python3

Data Science

11 postings
Databricks11
AWS9
Python5
SQL5
Spark5
pySpark5

DevOps

8 postings
Nessus4
Ansible3
Bash3
Linux3
Red Hat3
VMWare3

See the open roles

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How much does Agiledefense pay by technology?

Median stated pay of the postings that name each technology, against the median of all Agiledefense postings with stated pay: $153k across 56 postings.

TechnologyPostings with payMedianvs company median
Python24$163k+7%
AWS24$163k+7%
Azure18$165k+8%
SQL15$165k+8%
Windows13$140k−8%
Linux12$148k−3%
Spark11$165k+8%
Java11$140k−8%
Databricks9$165k+8%
SIEM7$175k+15%

How is the Agiledefense 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
Microsoft Entra IDSep 2026
Node JSSep 2026
React.jsSep 2026
Wi-FiAug 2026
TaniumAug 2026
GCPAug 2026
ZscalerAug 2026
OSPFAug 2026
Rising
SIEM0% → 17%
Python26% → 41%
TypeScript0% → 13%
VPN0% → 11%
PowerShell0% → 9%
Splunk0% → 9%
Linux9% → 17%
pySpark13% → 20%
Falling
C++13% → 2%
Azure DevOps13% → 2%
IAM13% → 7%
MLFlow9% → 6%

How modern is the Agiledefense stack?

Modern AI adopter 71/100

Agiledefense scores 71 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 Agiledefense stack in its industry?

Share of the 1,233 companies in the same industries, whose stack Alion knows, that use each technology.

Python62%
AWS56%
Azure61%
SQL63%
Windows34%
Spark26%
Active Directory23%
Linux39%
Databricks28%
SIEM18%

What sets Agiledefense apart

XGBoost4%
ClickHouse4%
LiteLLM1%
NATS2%
Plotly2%
Zscaler4%

Questions about the Agiledefense tech stack

What programming languages does Agiledefense use?

The languages named in Agiledefense job postings are Python (34%), SQL (24%), Java (13%), JavaScript (12%), PowerShell (8%), as a share of the 85 postings of the last 12 months.

Does Agiledefense use Scikit-learn?

Yes. Scikit-learn is named in 10 of 85 job postings (12%) and required in 2 of them.

What cloud and platforms does Agiledefense use?

The cloud and platforms named in Agiledefense job postings are AWS (28), Azure (24), Windows (19) (postings in brackets).

What skills do you need for a Backend job at Agiledefense?

Backend postings at Agiledefense most often require Java (7), AWS (6), Spring Boot (6), C# (3), out of 17 postings in the last 12 months.

Is the Agiledefense tech stack changing?

Yes. Microsoft Entra ID, Node JS, React.js, Wi-Fi first appeared in Agiledefense job postings in the last six months.

How modern is the Agiledefense tech stack?

Agiledefense scores 71 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 Agiledefense tech stack?

Alion reads every job posting Agiledefense publishes and tags the technologies each one names. The figures on this page count the 85 postings of the last 12 months and were updated on Sep 30, 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, "Agiledefense tech stack: 159 technologies from 85 job postings", as of Sep 30, 2026. https://alion.io/company/agiledefense/technologies

Licence: CC BY-SA 4.0JSON