Shield AI
Defense Manufacturing · Drone AI

Shield AI tech stack

Shield AI builds mostly with Python, C++, MATLAB, Go. Its stack also includes Linux, Kubernetes, ROS, ArduPilot. Python is named in 266 of the 609 job postings Shield AI published in the last 12 months (44%). Counted by Alion from the job postings of Shield AI, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
326
Postings analysed
609
Open now
455
Modernity
77 /100
New in 6 months
8

What programming languages does Shield AI use?

Python is named in 44% of job postings at Shield AI, followed by C++ (34%), MATLAB (8%), Go (4%).

Python 266 44% required in 77% · 189 open now · since Jul 2024
C++ 209 34% required in 87% · 149 open now · since Jul 2024
MATLAB 49 8% required in 76% · 33 open now · since Jul 2024
Go 25 4% required in 76% · 14 open now · since Apr 2025
JavaScript 23 4% required in 35% · 18 open now · since Oct 2025
TypeScript 22 4% required in 77% · 12 open now · since Apr 2025
Bash 22 4% required in 55% · 16 open now · since Oct 2025
PowerShell 21 3% required in 38% · 13 open now · since Mar 2026
Show all (23)
SQL17
Rust13
C13
Node JS8
C#5
SystemVerilog5
Cython3
Embedded C2
VHDL2
PHP2
Java1
SPSS1
Apex1
TCL Scripting1
Verilog1

What frameworks and libraries does Shield AI use?

ROS is named in 6% of job postings at Shield AI, followed by ArduPilot (4%), PyTorch (4%), TensorFlow (2%).

ROS 34 6% required in 6% · 28 open now · since Jan 2026
ArduPilot 25 4% required in 24% · 23 open now · since Jan 2026
PyTorch 22 4% required in 64% · 17 open now · since Mar 2026
TensorFlow 15 2% required in 73% · 10 open now · since Mar 2026
React.js 14 2% required in 79% · 10 open now · since Oct 2025
TensorFlow C++ 10 2% required in 80% · 6 open now · since Jun 2026
Ray 9 1% required in 11% · 8 open now · since May 2026
OpenCV 9 1% optional · 7 open now · since Jan 2026
Show all (51)
NumPy8
Pandas8
ZeroMQ7
CUDA7
GStreamer7
OMPL7
Matplotlib6
Plotly6
SciPy6
OpenTelemetry6
Transformers5
Dagster4
FFmpeg4
Pytest4
ROS24
TRL3
GTSAM3
JAX2
Qt2
OpenVINS2
Robot Framework2
Unity2
Unreal Engine2
ASP.NET Core1
Blazor1
Entity Framework Core1
Instructor1
MassTransit1
PostGIS1
Pure Data1
Vue.js1
Ceres Solver1

And 11 more, each named in fewer postings.

What databases does Shield AI use?

Delta Lake is named in 1% of job postings at Shield AI, followed by Snowflake (1%), PostgreSQL (<1%), MS SQL (<1%).

Delta Lake 5 1% required in 60% · 5 open now · since Aug 2026
Snowflake 5 1% required in 60% · 3 open now · since Jul 2026
PostgreSQL 2 <1% required in 100% · 1 open now · since Jun 2026
MS SQL 2 <1% optional · 2 open now · since Sep 2026
Amazon Redshift 1 <1% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Shield AI use?

Linux is named in 23% of job postings at Shield AI, followed by Kubernetes (8%), Azure (6%), Windows (5%).

Linux 138 23% required in 83% · 103 open now · since Jan 2025
Kubernetes 47 8% required in 57% · 32 open now · since Oct 2025
Azure 34 6% required in 65% · 20 open now · since Mar 2026
Windows 30 5% required in 100% · 19 open now · since Nov 2025
AWS 25 4% required in 84% · 16 open now · since Mar 2026
RTOS 18 3% required in 78% · 14 open now · since Aug 2025
Active Directory 17 3% required in 94% · 12 open now · since Mar 2026
Microsoft Entra ID 15 2% required in 53% · 10 open now · since Mar 2026
Show all (64)
GitLab13
Power BI13
Databricks12
GitHub12
Azure DevOps11
GitLab CI10
VMWare10
Amazon ECS8
Tableau8
Unix6
K3s6
Figma5
Grafana5
SIEM4
SonarQube4
Copilot Studio4
Microsoft Fabric4
Spark4
GCP3
Apache Kafka3
GitHub Actions3
MLFlow3
NixOS3
Buildkite3
Weights & Biases3
Amazon S32
Hugging Face2
Ubuntu2
Windows Server2
NATS2
RabbitMQ2
Redpanda2

And 24 more, each named in fewer postings.

What developer tools does Shield AI use?

SolidWorks is named in 14% of job postings at Shield AI, followed by CATIA (11%), Docker (7%), ANSYS (6%).

SolidWorks 86 14% required in 73% · 66 open now · since Jul 2024
CATIA 65 11% required in 77% · 61 open now · since Dec 2025
Docker 42 7% required in 48% · 26 open now · since Jan 2025
ANSYS 39 6% required in 46% · 35 open now · since Nov 2025
Git 37 6% required in 68% · 30 open now · since Apr 2026
AFSIM 36 6% required in 67% · 30 open now · since Aug 2025
Siemens NX 30 5% required in 73% · 29 open now · since Dec 2025
CMake 26 4% required in 31% · 18 open now · since Jan 2025
Show all (91)
Terraform24
Conan24
Nastran20
KiCad19
Microsoft Excel17
MAVLink15
SysML15
Cameo Systems Modeler14
Ansible12
Rest API12
gRPC12
Abaqus12
Helm11
Eagle11
STAR-CCM+10
WebSockets10
TensorRT8
Simulink8
QGroundControl7
Copilot7
ONNX7
Claude Code6
STK6
Cursor6
OpenAI Codex6
IBM DOORS6
Cadence Allegro5
Femap5
Podman5
Hyper-V5
Altium Designer5
Prometheus5

And 51 more, each named in fewer postings.

What AI and ML technologies does Shield AI use?

LLM is named in 2% of job postings at Shield AI, followed by VLM (1%), ChatGPT (1%).

LLM 12 2% required in 92% · 7 open now · since Apr 2025
VLM 5 1% required in 100% · 3 open now · since Jul 2026
ChatGPT 4 1% required in 100% · 4 open now · since Aug 2026

Which engineering practices does Shield AI ask for?

CI/CD is named in 19% of job postings at Shield AI, followed by AI Agents (14%), GD&T (10%), AS9100 (8%).

CI/CD 115 19% required in 65% · 77 open now · since Jan 2025
AI Agents 84 14% required in 86% · 68 open now · since Aug 2025
GD&T 59 10% required in 93% · 53 open now · since Dec 2025
AS9100 48 8% required in 40% · 43 open now · since Nov 2024
Motion Planning 45 7% required in 100% · 38 open now · since Aug 2025
Sensor Fusion 35 6% required in 91% · 23 open now · since Aug 2025
Machine Learning 35 6% required in 77% · 26 open now · since Aug 2025
Verification & Validation 33 5% required in 91% · 30 open now · since Apr 2025
Show all (89)
MIL-STD-81033
FMEA33
DO-178C28
Computer Vision26
DO-16021
CAPA19
Platform Engineering18
DNS17
MBSE17
DHCP16
Path Planning15
TCP/IP14
Configuration Management13
DO-25412
VPN11
Multimodal AI11
Agentic Workflows11
Synthetic Data10
Reinforcement Learning10
Reinforcement Learning10
Statistical Process Control10
Vision-Language-Action9
SLAM9
Human-in-the-Loop9
STANAG9
CMMC9
MIL-STD-4618
Swarm Robotics8
SFT7
Multi-Agent Systems7
Fine-tuning6
Physical AI6

And 49 more, each named in fewer postings.

What does each Shield AI team work with?

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

Industrial Engineering

203 postings
Python55
SolidWorks49
C++44
CATIA38
Linux22
MATLAB18

Backend

101 postings
C++85
Python54
Linux45
Git13
TypeScript12
React.js10

Hardware

36 postings
Python16
C++12
KiCad4
Linux3
MATLAB3
CMake2

DevOps

33 postings
Linux22
Active Directory15
Azure15
Windows15
Python14
AWS11

Aerospace

25 postings
CATIA7
SolidWorks7
ANSYS4
Siemens NX3
Cameo Systems Modeler2
IBM DOORS2

QA

23 postings
Python21
Linux11
Kubernetes3
LLM3
Setuptools3
Conan2

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How much does Shield AI pay by technology?

Median stated pay of the postings that name each technology, against the median of all Shield AI postings with stated pay: $230k across 507 postings.

TechnologyPostings with payMedianvs company median
Python227$230k0%
C++144$250k+9%
Linux98$245k+6%
MATLAB49$220k−4%
Kubernetes40$240k+4%
Azure27$211k−8%
ROS26$220k−5%
Go25$240k+4%
AWS21$235k+2%
JavaScript21$230k0%

How is the Shield AI 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
Copilot StudioNov 2026
Imitation LearningOct 2026
JAXOct 2026
Model DistillationOct 2026
Self-Supervised LearningOct 2026
Robot FrameworkOct 2026
MQTTOct 2026
Model Context ProtocolOct 2026
Rising
AS91003% → 10%
Git4% → 8%
MIL-STD-8103% → 7%
Windows2% → 6%
Siemens NX2% → 6%
AWS2% → 6%
DO-178C2% → 5%
JavaScript2% → 5%
Falling
Motion Planning11% → 6%
Docker10% → 5%
Computer Vision7% → 3%
ArduPilot7% → 3%
KiCad5% → 1%
RTOS6% → 2%
Eagle5% → 1%
Machine Learning8% → 5%

How modern is the Shield AI stack?

Cutting-edge AI adopter 77/100

Shield AI scores 77 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 Shield AI stack in its industry?

Share of the 475 companies in the same industries, whose stack Alion knows, that use each technology.

Python71%
C++59%
Linux56%
MATLAB33%
Kubernetes35%
Azure33%
ROS15%
Windows39%
AWS37%
ArduPilot15%

What sets Shield AI apart

OMPL1%
K3s3%
Delta Lake4%
VLM3%
Copilot Studio0%

Questions about the Shield AI tech stack

What programming languages does Shield AI use?

The languages named in Shield AI job postings are Python (44%), C++ (34%), MATLAB (8%), Go (4%), JavaScript (4%), as a share of the 609 postings of the last 12 months.

Does Shield AI use ROS?

Yes. ROS is named in 34 of 609 job postings (6%) and required in 2 of them.

What cloud and platforms does Shield AI use?

The cloud and platforms named in Shield AI job postings are Linux (138), Kubernetes (47), Azure (34) (postings in brackets).

What skills do you need for a Industrial Engineering job at Shield AI?

Industrial Engineering postings at Shield AI most often require Python (55), SolidWorks (49), C++ (44), CATIA (38), out of 203 postings in the last 12 months.

Is the Shield AI tech stack changing?

Yes. Copilot Studio, Imitation Learning, JAX, Model Distillation first appeared in Shield AI job postings in the last six months.

How modern is the Shield AI tech stack?

Shield AI scores 77 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 Shield AI tech stack?

Alion reads every job posting Shield AI publishes and tags the technologies each one names. The figures on this page count the 609 postings of the last 12 months and were updated on Nov 11, 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, "Shield AI tech stack: 326 technologies from 609 job postings", as of Nov 11, 2026. https://alion.io/company/shield-ai/technologies

Licence: CC BY-SA 4.0JSON