Armada tech stack

Armada builds mostly with Python, C++, Bash, Rust. Its stack also includes Kubernetes, Azure, PyTorch, TensorFlow. Kubernetes is named in 16 of the 38 job postings Armada published in the last 12 months (42%). Counted by Alion from the job postings of Armada, updated Oct 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 14, 2026
Technologies in use
101
Postings analysed
38
Open now
20
Modernity
79 /100
New in 6 months
8

What programming languages does Armada use?

Python is named in 18% of job postings at Armada, followed by C++ (11%), Bash (11%), Rust (8%).

Python 7 18% required in 71% · 3 open now · since Mar 2025
C++ 4 11% required in 100% · 4 open now · since Mar 2025
Bash 4 11% required in 50% · 2 open now · since Feb 2026
Rust 3 8% required in 100% · 3 open now · since Jan 2026
PowerShell 3 8% required in 33% · 2 open now · since Feb 2026
Go 2 5% required in 100% · since Apr 2025
Java 2 5% required in 100% · 1 open now · since Mar 2025
SQL 2 5% required in 50% · 1 open now · since Jul 2026
Show all (10)
JavaScript1
Node JS1

What frameworks and libraries does Armada use?

PyTorch is named in 11% of job postings at Armada, followed by TensorFlow (11%), Commander.js (3%), JAX (3%).

PyTorch 4 11% required in 25% · 2 open now · since Mar 2025
TensorFlow 4 11% required in 25% · 2 open now · since Mar 2025
Commander.js 1 3% required in 100% · 1 open now · since Apr 2025
JAX 1 3% required in 100% · 1 open now · since Aug 2026
PyTorch C++ 1 3% required in 100% · 1 open now · since Mar 2025
TensorFlow C++ 1 3% required in 100% · 1 open now · since Mar 2025
Triton 1 3% required in 100% · since Jan 2026
CUDA 1 3% optional · 1 open now · since Aug 2026
Show all (9)
ONNX Runtime1

What cloud and platforms does Armada use?

Kubernetes is named in 42% of job postings at Armada, followed by Azure (32%), Grafana (11%), AWS (8%).

Kubernetes 16 42% required in 75% · 5 open now · since Mar 2025
Azure 12 32% required in 75% · 3 open now · since Apr 2025
Grafana 4 11% required in 75% · 2 open now · since Apr 2025
AWS 3 8% required in 100% · 1 open now · since Apr 2025
Figma 3 8% required in 100% · since Jan 2026
GCP 3 8% required in 100% · 1 open now · since Apr 2025
Linux 3 8% required in 100% · since Apr 2025
VMWare 3 8% optional · 1 open now · since May 2026
Show all (28)
Azure DevOps2
vLLM2
Istio2
Linkerd2
Windows2
Windows Server2
Azure AKS1
Microsoft Defender for Cloud1
Microsoft Entra ID1
Microsoft Sentinel1
Qualys Cloud Platform1
SIEM1
TorchServe1
CUDA Toolkit1
GitLab1
GitLab CI1
Looker1
OpenShift1
Red Hat1
Tableau1

What developer tools does Armada use?

Docker is named in 16% of job postings at Armada, followed by Microsoft Excel (11%), Terraform (11%), ONNX (11%).

Docker 6 16% required in 33% · 2 open now · since Apr 2025
Microsoft Excel 4 11% required in 75% · 3 open now · since May 2026
Terraform 4 11% required in 75% · since Apr 2025
ONNX 4 11% required in 25% · 1 open now · since Mar 2026
Ansible 3 8% required in 100% · since Apr 2025
Helm 3 8% required in 100% · since Apr 2025
AutoCAD 3 8% required in 67% · 2 open now · since Aug 2026
WebSockets 3 8% optional · 1 open now · since May 2026
Show all (24)
Prometheus2
TensorRT2
Rest API2
InfiniBand1
KVM1
KubeVirt1
Kyverno1
NVLink1
Nessus1
containerd1
Argo Workflows1
ArgoCD1
Bicep1
Jenkins1
SolidWorks1
Triton Inference Server1

What AI and ML technologies does Armada use?

LLM is named in 11% of job postings at Armada, followed by LoRA (3%), PEFT (3%).

LLM 4 11% required in 50% · 1 open now · since Jan 2026
LoRA 1 3% optional · 1 open now · since Aug 2026
PEFT 1 3% optional · 1 open now · since Aug 2026

Which engineering practices does Armada ask for?

Edge AI is named in 32% of job postings at Armada, followed by CI/CD (16%), HPC (13%), Computer Vision (11%).

Edge AI 12 32% required in 75% · 5 open now · since Mar 2025
CI/CD 6 16% required in 67% · 2 open now · since Apr 2025
HPC 5 13% required in 60% · 3 open now · since Jan 2026
Computer Vision 4 11% required in 100% · 4 open now · since Mar 2025
Platform Engineering 4 11% required in 100% · 1 open now · since Apr 2025
Fine-tuning 3 8% required in 100% · 2 open now · since Jun 2026
Incident Management 3 8% required in 100% · 1 open now · since Apr 2025
DNS 2 5% required in 100% · since Apr 2025
Show all (27)
Machine Learning2
TCP/IP2
AI Agents2
Service Mesh2
Anomaly Detection1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
Multimodal AI1
Quantization1
RAG1
Reinforcement Learning1
Reinforcement Learning1
SLI/SLO/SLA1
Self-Healing1
Synthetic Data1
Time Series Forecasting1
GitOps1
Human-in-the-Loop1

What does each Armada team work with?

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

Product

7 postings
Azure3
Figma3
Kubernetes3
Azure DevOps2

DevOps

4 postings
Ansible2
Azure2
Bash2
Grafana2
Helm2
Kubernetes2

See the open roles

How does your stack fit Armada?

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

How much does Armada pay by technology?

Median stated pay of the postings that name each technology, against the median of all Armada postings with stated pay: $201k across 23 postings.

TechnologyPostings with payMedianvs company median
Kubernetes8$218k+9%
Azure5$235k+17%

How is the Armada 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
WindowsAug 2026
Windows ServerAug 2026
AutoCADAug 2026
Azure DevOpsJul 2026
AI AgentsJul 2026
SQLJul 2026
Rest APIJun 2026
Fine-tuningJun 2026
Not named for 6 months
AnsibleApr 2026
HelmApr 2026
RustJan 2026
DNSApr 2026
TCP/IPApr 2026
PrometheusApr 2026
IstioApr 2026
LinkerdApr 2026

How modern is the Armada stack?

Cutting-edge AI adopter 79/100

Armada scores 79 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: 3; legacy ones: 0.

How common is the Armada stack in its industry?

Share of the 153 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes67%
Azure47%
Python83%
Bash36%
C++58%
Grafana41%
LLM58%
PyTorch56%
TensorFlow36%
AWS57%

Questions about the Armada tech stack

What programming languages does Armada use?

The languages named in Armada job postings are Python (18%), C++ (11%), Bash (11%), Rust (8%), PowerShell (8%), as a share of the 38 postings of the last 12 months.

Does Armada use PyTorch?

Yes. PyTorch is named in 4 of 38 job postings (11%) and required in 1 of them.

What cloud and platforms does Armada use?

The cloud and platforms named in Armada job postings are Kubernetes (16), Azure (12), Grafana (4) (postings in brackets).

What skills do you need for a Product job at Armada?

Product postings at Armada most often require Azure (3), Figma (3), Kubernetes (3), Azure DevOps (2), out of 7 postings in the last 12 months.

Is the Armada tech stack changing?

Yes. Windows, Windows Server, AutoCAD, Azure DevOps first appeared in Armada job postings in the last six months.

How modern is the Armada tech stack?

Armada scores 79 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: 3; legacy ones: 0.

How does Alion know the Armada tech stack?

Alion reads every job posting Armada publishes and tags the technologies each one names. The figures on this page count the 38 postings of the last 12 months and were updated on Oct 14, 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, "Armada tech stack: 101 technologies from 38 job postings", as of Oct 14, 2026. https://alion.io/company/armada-ai/technologies

Licence: CC BY-SA 4.0JSON