Shield AI tech stack

Shield AI builds mostly with Python, C++, MATLAB, Bash. Its stack also includes Linux, Kubernetes, ArduPilot, ROS. Python is named in 183 of the 372 job postings Shield AI published in the last 12 months (49%). Counted by Alion from the job postings of Shield AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
245
Postings analysed
372
Open now
320
Modernity
79 /100
New in 6 months
8

What programming languages does Shield AI use?

Python is named in 49% of job postings at Shield AI, followed by C++ (41%), MATLAB (8%), Bash (5%).

Python 183 49% required in 74% · 152 open now · since Jul 2024
C++ 154 41% required in 87% · 129 open now · since Jul 2024
MATLAB 30 8% required in 80% · 25 open now · since Jul 2024
Bash 18 5% required in 50% · 13 open now · since Oct 2025
PowerShell 15 4% required in 33% · 11 open now · since Mar 2026
Go 14 4% required in 93% · 12 open now · since Apr 2025
JavaScript 14 4% required in 43% · 14 open now · since Oct 2025
TypeScript 12 3% required in 75% · 9 open now · since Apr 2025
Show all (21)
Node JS10
C9
Rust8
SQL8
SystemVerilog5
C#3
SPSS2
PHP2
Embedded C1
Java1
VHDL1
Apex1
TCL Scripting1

What frameworks and libraries does Shield AI use?

ArduPilot is named in 5% of job postings at Shield AI, followed by ROS (5%), PyTorch (3%), TensorFlow (3%).

ArduPilot 18 5% required in 33% · 17 open now · since Jan 2026
ROS 18 5% required in 11% · 17 open now · since Jan 2026
PyTorch 13 3% required in 77% · 10 open now · since Mar 2026
TensorFlow 11 3% required in 73% · 8 open now · since Mar 2026
PyTorch C++ 9 2% required in 89% · 6 open now · since Jun 2026
TensorFlow C++ 9 2% required in 89% · 6 open now · since Jun 2026
CUDA 7 2% required in 14% · 6 open now · since Oct 2025
OpenCV 7 2% optional · 7 open now · since Jan 2026
Show all (43)
GStreamer6
OMPL6
React.js5
Commander.js5
Ray5
Transformers5
OpenTelemetry5
ZeroMQ4
NumPy4
Pandas4
FFmpeg4
TRL3
Matplotlib2
Plotly2
SciPy2
Dagster2
ROS22
Instructor1
PostGIS1
Pure Data1
Qt1
Vue.js1
Ceres Solver1
CesiumJS1
Electron1
GSAP1
GTSAM1
Google Test1
Lightning Web Components1
Lottie1
ORB-SLAM31
OpenLayers1

And 3 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%), Amazon Redshift (<1%), BigQuery (<1%).

Delta Lake 3 1% required in 33% · 3 open now · since Aug 2026
Snowflake 3 1% required in 33% · 1 open now · since Jul 2026
Amazon Redshift 1 <1% required in 100% · 1 open now · since Jul 2026
BigQuery 1 <1% required in 100% · 1 open now · since Sep 2026
Google BigQuery 1 <1% required in 100% · 1 open now · since Sep 2026
PostgreSQL 1 <1% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does Shield AI use?

Linux is named in 26% of job postings at Shield AI, followed by Kubernetes (9%), Azure (6%), Windows (5%).

Linux 96 26% required in 86% · 81 open now · since Jan 2025
Kubernetes 35 9% required in 51% · 33 open now · since Oct 2025
Azure 24 6% required in 67% · 19 open now · since Mar 2026
Windows 20 5% required in 100% · 15 open now · since Nov 2025
AWS 18 5% required in 83% · 16 open now · since Mar 2026
RTOS 15 4% required in 73% · 11 open now · since Aug 2025
Active Directory 11 3% required in 100% · 8 open now · since Mar 2026
Microsoft Entra ID 11 3% required in 55% · 8 open now · since Mar 2026
Show all (50)
Power BI11
GitHub10
Databricks8
Azure DevOps8
GitLab7
CUDA Toolkit7
K3s6
Figma6
GitLab CI6
Grafana6
Tableau6
VMWare6
Unix5
Microsoft Fabric4
Amazon ECS3
GCP3
NixOS3
Amazon S32
Hugging Face2
Apache Kafka2
NATS2
Redpanda2
SIEM2
SonarQube2
Spark2
ActiveMQ1
Debian1
GitHub Actions1
Looker1
Ubuntu1
Buildkite1
Checkmarx1

And 10 more, each named in fewer postings.

What developer tools does Shield AI use?

SolidWorks is named in 15% of job postings at Shield AI, followed by Docker (9%), CMake (5%), Conan (5%).

SolidWorks 56 15% required in 66% · 48 open now · since Jul 2024
Docker 32 9% required in 47% · 28 open now · since Jan 2025
CMake 18 5% required in 33% · 13 open now · since Jan 2025
Conan 18 5% required in 33% · 14 open now · since Jan 2025
Git 17 5% required in 82% · 17 open now · since Apr 2026
KiCad 17 5% required in 35% · 12 open now · since Nov 2025
Microsoft Excel 15 4% required in 100% · 12 open now · since Feb 2023
Terraform 15 4% required in 67% · 13 open now · since Apr 2026
Show all (65)
Eagle11
CAPA10
MAVLink9
Ansible9
TensorRT7
Rest API7
QGroundControl6
Copilot6
Helm6
WebSockets6
gRPC6
ONNX5
Cursor5
OpenAI Codex5
Cadence Allegro4
Claude Code4
Simulink4
Prometheus4
Adobe Photoshop3
SLURM3
Altium Designer3
ModSecurity2
Simscape2
Wireshark2
WordPress2
Adobe After Effects2
Jenkins2
pySpark2
Hyper-V2
WebRTC2
Adobe Illustrator1
Adobe Premiere Pro1

And 25 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 6 2% required in 100% · 6 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 22% of job postings at Shield AI, followed by AI Agents (15%), Motion Planning (10%), Machine Learning (7%).

CI/CD 82 22% required in 60% · 69 open now · since Jan 2025
AI Agents 57 15% required in 93% · 55 open now · since Aug 2025
Motion Planning 36 10% required in 100% · 34 open now · since Aug 2025
Machine Learning 25 7% required in 72% · 22 open now · since Aug 2025
Sensor Fusion 19 5% required in 89% · 15 open now · since Aug 2025
Computer Vision 19 5% required in 74% · 15 open now · since Oct 2025
Platform Engineering 17 5% required in 100% · 15 open now · since Apr 2026
Edge AI 14 4% required in 86% · 12 open now · since Aug 2025
Show all (57)
DNS12
TCP/IP12
DHCP11
VPN8
SLAM8
Swarm Robotics8
Path Planning7
Configuration Management6
Fine-tuning6
Reinforcement Learning6
Reinforcement Learning6
Multimodal AI6
SFT5
Synthetic Data5
Vision-Language-Action5
Inertial Navigation5
Digital Twin5
HPC4
RAG4
Human-in-the-Loop4
World Models4
Dimensional Modeling3
Localization3
Multi-Agent Systems3
SRE3
Agentic Workflows3
ETL/ELT3
GitOps3
Time Series Forecasting3
Quantization3
IAM2
Anomaly Detection2

And 17 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

108 postings
Python35
SolidWorks34
C++23
MATLAB14
Linux11
CAPA5

Backend

74 postings
C++65
Python39
Linux31
RTOS7
K3s5
MAVLink5

Hardware

33 postings
Python14
C++13
Linux7
KiCad4
Windows3
CMake2

DevOps

28 postings
Linux16
Azure11
Windows11
Active Directory10
AWS8
Python8

QA

17 postings
Python15
Linux8

AI/ML

14 postings
C++6
PyTorch5
Kubernetes3
Linux3
PyTorch C++3
TensorFlow3

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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 301 postings.

TechnologyPostings with payMedianvs company median
Python149$230k0%
C++103$280k+22%
Linux66$270k+17%
MATLAB30$220k−4%
Kubernetes29$250k+9%
Azure19$210k−9%
RTOS15$290k+26%
AWS15$260k+13%
Go14$230k0%
JavaScript13$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
WordPressSep 2026
PHPSep 2026
SIEMSep 2026
Adobe After EffectsSep 2026
Hyper-VSep 2026
Adobe PhotoshopSep 2026
Altium DesignerSep 2026
HPCSep 2026
Rising
Linux17% → 30%
AWS1% → 7%
Windows2% → 7%
Computer Vision1% → 6%
Bash1% → 6%
DNS0% → 5%
TCP/IP0% → 5%
Azure4% → 8%
Falling
Docker17% → 6%
CMake11% → 3%
Conan10% → 3%
TypeScript8% → 2%
Kubernetes14% → 9%
Go7% → 3%
SystemVerilog4% → 0%
ROS7% → 4%

How modern is the Shield AI stack?

Cutting-edge AI adopter 79/100

Shield AI 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 Shield AI stack in its industry?

Share of the 110 companies in the same industries, whose stack Alion knows, that use each technology.

Python78%
C++74%
Linux65%
Kubernetes50%
MATLAB34%
Azure35%
Windows35%
AWS46%
ArduPilot19%
Bash34%

What sets Shield AI apart

OMPL2%
VLM4%
FFmpeg2%
Microsoft Fabric3%

Questions about the Shield AI tech stack

What programming languages does Shield AI use?

The languages named in Shield AI job postings are Python (49%), C++ (41%), MATLAB (8%), Bash (5%), PowerShell (4%), as a share of the 372 postings of the last 12 months.

Does Shield AI use ArduPilot?

Yes. ArduPilot is named in 18 of 372 job postings (5%) and required in 6 of them.

What cloud and platforms does Shield AI use?

The cloud and platforms named in Shield AI job postings are Linux (96), Kubernetes (35), Azure (24) (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 (35), SolidWorks (34), C++ (23), MATLAB (14), out of 108 postings in the last 12 months.

Is the Shield AI tech stack changing?

Yes. WordPress, PHP, SIEM, Adobe After Effects first appeared in Shield AI job postings in the last six months.

How modern is the Shield AI tech stack?

Shield AI 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 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 372 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, "Shield AI tech stack: 245 technologies from 372 job postings", as of Sep 26, 2026. https://alion.io/company/shield-ai/technologies

Licence: CC BY-SA 4.0JSON