Defense Unicorns tech stack

Defense Unicorns builds mostly with Python, Go, TypeScript, Bash. Its stack also includes Kubernetes, AWS, Dagster, Apache Iceberg. AWS is named in 68 of the 68 job postings Defense Unicorns published in the last 12 months (100%). Counted by Alion from the job postings of Defense Unicorns, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
127
Postings analysed
68
Open now
45
Modernity
82 /100
New in 6 months
8

What programming languages does Defense Unicorns use?

Python is named in 22% of job postings at Defense Unicorns, followed by Go (10%), TypeScript (9%), Bash (7%).

Python 15 22% required in 47% · 12 open now · since Feb 2025
Go 7 10% required in 43% · 4 open now · since Apr 2026
TypeScript 6 9% required in 33% · 3 open now · since Apr 2026
Bash 5 7% required in 20% · 3 open now · since Jun 2026
SQL 3 4% required in 100% · 3 open now · since Jun 2026
JavaScript 3 4% required in 33% · 2 open now · since May 2026
Rust 2 3% required in 100% · since Mar 2026
C# 2 3% required in 50% · 2 open now · since Apr 2026
Show all (10)
PowerShell2
PHP1

What frameworks and libraries does Defense Unicorns use?

Dagster is named in 4% of job postings at Defense Unicorns, followed by Flink (3%), pgvector (3%), Angular (3%).

Dagster 3 4% required in 67% · 3 open now · since Jun 2026
Flink 2 3% required in 100% · 2 open now · since Jun 2026
pgvector 2 3% required in 100% · 2 open now · since Jun 2026
Angular 2 3% required in 50% · 1 open now · since May 2026
FastAPI 2 3% required in 50% · 2 open now · since Apr 2026
React.js 2 3% required in 50% · 1 open now · since May 2026
Svelte 2 3% required in 50% · 1 open now · since May 2026
Tailwind CSS 1 1% required in 100% · 1 open now · since Sep 2026
Show all (14)
ASP.NET Core1
LangChain1
LangGraph1
LlamaIndex1
NVIDIA NeMo1
OpenTelemetry1

What databases does Defense Unicorns use?

Apache Iceberg is named in 3% of job postings at Defense Unicorns, followed by PostgreSQL (3%), Apache Hudi (3%), ClickHouse (3%).

Apache Iceberg 2 3% required in 100% · 2 open now · since Jun 2026
PostgreSQL 2 3% required in 100% · 2 open now · since Jun 2026
Apache Hudi 2 3% optional · 2 open now · since Jun 2026
ClickHouse 2 3% optional · 2 open now · since Jun 2026
DuckDB 2 3% optional · 2 open now · since Jun 2026
Trino 2 3% optional · 2 open now · since Jun 2026
ElasticSearch 1 1% required in 100% · since May 2026
OpenSearch 1 1% required in 100% · since May 2026

What cloud and platforms does Defense Unicorns use?

Kubernetes is named in 100% of job postings at Defense Unicorns, followed by AWS (100%), Azure (100%), GCP (100%).

Kubernetes 68 100% required in 51% · 45 open now · since Feb 2025
AWS 68 100% required in 28% · 45 open now · since Feb 2025
Azure 68 100% required in 13% · 45 open now · since Feb 2025
GCP 68 100% required in 10% · 45 open now · since Feb 2025
Linux 15 22% required in 67% · 9 open now · since Jun 2026
Amazon EKS 13 19% required in 85% · 7 open now · since Jun 2026
GitHub 13 19% required in 62% · 6 open now · since Apr 2026
Unix 12 18% required in 75% · 6 open now · since Jun 2026
Show all (36)
GitLab11
Amazon S39
GitLab CI8
OpenShift8
Grafana7
Amazon EC26
Apache Kafka4
Redpanda4
Azure AKS3
K3s3
Active Directory2
Airflow2
Microsoft Entra ID2
Spark2
Windows2
Microsoft Defender2
.NET1
Amazon Kinesis1
Figma1
GitHub Actions1
Red Hat1
Anthropic1
NATS1
NVIDIA NIM1
Okta1
OpenAI1
Snyk1
SonarQube1

What developer tools does Defense Unicorns use?

Helm is named in 100% of job postings at Defense Unicorns, followed by Terraform (100%), Pulumi (100%), Kustomize (100%).

Helm 68 100% required in 19% · 45 open now · since Feb 2025
Terraform 68 100% required in 19% · 45 open now · since Feb 2025
Pulumi 68 100% required in 15% · 45 open now · since Feb 2025
Kustomize 68 100% required in 6% · 45 open now · since Feb 2025
Docker 10 15% required in 60% · 7 open now · since Mar 2026
Keycloak 9 13% required in 78% · 6 open now · since Jun 2026
OpenTofu 8 12% required in 25% · 4 open now · since Apr 2026
ArgoCD 7 10% optional · 5 open now · since Jun 2026
Show all (24)
Prometheus5
Rest API4
Ansible4
Argo Workflows4
Git3
Loki2
Velero2
GraphQL2
Polaris2
Model Context Protocol1
Nginx1
Backstage1
Kyverno1
Semantic Kernel1
Trivy1
WordPress1

What AI and ML technologies does Defense Unicorns use?

LLM is named in 3% of job postings at Defense Unicorns, followed by Mistral (1%), Gemma (1%), Llama (1%).

LLM 2 3% required in 50% · 1 open now · since May 2026
Mistral 1 1% required in 100% · since May 2026
Gemma 1 1% optional · since May 2026
Llama 1 1% optional · since May 2026
Mixtral 1 1% optional · since May 2026

Which engineering practices does Defense Unicorns ask for?

CI/CD is named in 100% of job postings at Defense Unicorns, followed by GitOps (100%), Platform Engineering (18%), IAM (12%).

CI/CD 68 100% required in 38% · 45 open now · since Feb 2025
GitOps 68 100% required in 22% · 45 open now · since Feb 2025
Platform Engineering 12 18% required in 83% · 8 open now · since May 2026
IAM 8 12% required in 75% · 5 open now · since Jun 2026
AI Agents 6 9% required in 100% · 5 open now · since May 2026
RAG 4 6% required in 75% · 3 open now · since May 2026
ETL/ELT 3 4% required in 100% · 3 open now · since Mar 2026
SLI/SLO/SLA 3 4% required in 100% · since Jun 2026
Show all (30)
DNS2
SOAP2
Embeddings2
Human-in-the-Loop2
LLM Guardrails2
Structured Outputs2
Knowledge Graph2
Machine Learning2
Agentic Workflows1
Configuration Management1
Context Engineering1
Digital Twin1
Function Calling1
Multi-Agent Systems1
Offline-First1
Prompt Engineering1
Reranking1
Semantic Search1
Semantic Search1
Shift-Left1
Clean Architecture1
Fine-tuning1

What does each Defense Unicorns team work with?

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

DevOps

21 postings
Kubernetes20
AWS12
Amazon EKS9
Linux9
Helm8
Unix8

Backend

10 postings
GitHub6
Go2
Kubernetes2
Rust2
TypeScript2

Data Science

4 postings
Apache Kafka3
Redpanda3
Rest API3
SQL3
Airflow2
Apache Iceberg2

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How much does Defense Unicorns pay by technology?

Median stated pay of the postings that name each technology, against the median of all Defense Unicorns postings with stated pay: $185k across 45 postings.

TechnologyPostings with payMedianvs company median
AWS45$185k0%
Azure45$185k0%
GCP45$185k0%
Kubernetes45$185k0%
GitHub11$193k+4%
Linux9$167k−10%
Python9$167k−10%
Amazon EKS7$167k−10%
Go6$184k−1%
Unix6$167k−10%

How is the Defense Unicorns 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
EmbeddingsSep 2026
Knowledge GraphSep 2026
LLM GuardrailsSep 2026
Active DirectorySep 2026
DNSSep 2026
Microsoft Entra IDSep 2026
WindowsSep 2026
Microsoft DefenderSep 2026
Rising
Platform Engineering9% → 24%
GitLab CI4% → 17%
IAM4% → 17%
Go4% → 15%
Unix13% → 22%
AI Agents4% → 12%
Amazon EC24% → 12%
Git0% → 7%
Falling
Argo Workflows13% → 2%
OpenTofu17% → 10%
Not named for 6 months
Machine LearningMar 2026

How modern is the Defense Unicorns stack?

Cutting-edge AI adopter 82/100

Defense Unicorns scores 82 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: 5; legacy ones: 0.

How common is the Defense Unicorns stack in its industry?

Share of the 171 companies in the same industries, whose stack Alion knows, that use each technology.

AWS37%
Azure33%
GCP23%
Kubernetes40%
Linux51%
Python57%
Amazon EKS10%
GitHub19%
Unix14%
GitLab18%

What sets Defense Unicorns apart

Redpanda1%
Dagster3%
K3s4%

Questions about the Defense Unicorns tech stack

What programming languages does Defense Unicorns use?

The languages named in Defense Unicorns job postings are Python (22%), Go (10%), TypeScript (9%), Bash (7%), SQL (4%), as a share of the 68 postings of the last 12 months.

Does Defense Unicorns use Dagster?

Yes. Dagster is named in 3 of 68 job postings (4%) and required in 2 of them.

What cloud and platforms does Defense Unicorns use?

The cloud and platforms named in Defense Unicorns job postings are Kubernetes (68), AWS (68), Azure (68) (postings in brackets).

What skills do you need for a DevOps job at Defense Unicorns?

DevOps postings at Defense Unicorns most often require Kubernetes (20), AWS (12), Amazon EKS (9), Linux (9), out of 21 postings in the last 12 months.

Is the Defense Unicorns tech stack changing?

Yes. Embeddings, Knowledge Graph, LLM Guardrails, Active Directory first appeared in Defense Unicorns job postings in the last six months.

How modern is the Defense Unicorns tech stack?

Defense Unicorns scores 82 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: 5; legacy ones: 0.

How does Alion know the Defense Unicorns tech stack?

Alion reads every job posting Defense Unicorns publishes and tags the technologies each one names. The figures on this page count the 68 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, "Defense Unicorns tech stack: 127 technologies from 68 job postings", as of Sep 30, 2026. https://alion.io/company/defense-unicorns/technologies

Licence: CC BY-SA 4.0JSON