NODA AI
AI Agents · Decision Intelligence

NODA AI tech stack

NODA AI builds mostly with Python, C++, Rust, C. Its stack also includes Linux, ROS2, ZeroMQ, AWS. Python is named in 19 of the 27 job postings NODA AI published in the last 12 months (70%). Counted by Alion from the job postings of NODA AI, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
104
Postings analysed
27
Open now
17
Modernity
75 /100
New in 6 months
7

What programming languages does NODA AI use?

Python is named in 70% of job postings at NODA AI, followed by C++ (41%), Rust (33%), C (15%).

Python 19 70% required in 84% · 14 open now · since Nov 2025
C++ 11 41% required in 100% · 9 open now · since Nov 2025
Rust 9 33% required in 89% · 6 open now · since Nov 2025
C 4 15% optional · 3 open now · since Apr 2026
JavaScript 3 11% required in 100% · 1 open now · since Dec 2025
TypeScript 3 11% required in 100% · 1 open now · since Dec 2025
Bash 1 4% required in 100% · 1 open now · since May 2026
PHP 1 4% required in 100% · since Jul 2026
Show all (9)
MATLAB1

What frameworks and libraries does NODA AI use?

ROS2 is named in 22% of job postings at NODA AI, followed by ZeroMQ (15%), React.js (11%), ROS (11%).

ROS2 6 22% required in 67% · 4 open now · since Dec 2025
ZeroMQ 4 15% required in 25% · 3 open now · since Apr 2026
React.js 3 11% required in 100% · 1 open now · since Dec 2025
ROS 3 11% required in 33% · 3 open now · since Nov 2025
Django 2 7% required in 100% · 1 open now · since Apr 2026
FastAPI 2 7% required in 100% · 1 open now · since Apr 2026
Flask 2 7% required in 100% · 1 open now · since Apr 2026
ArduPilot 2 7% optional · 2 open now · since Jul 2026
Show all (20)
OpenCV2
Angular1
Babylon.js1
Deck.gl1
LangChain1
PyTorch1
Three.JS1
Transformers1
Vue.js1
OpenTelemetry1
Unity1
Unreal Engine1

What databases does NODA AI use?

PostgreSQL is named in 7% of job postings at NODA AI, followed by Redis (7%).

PostgreSQL 2 7% required in 100% · 1 open now · since Apr 2026
Redis 2 7% optional · 1 open now · since Apr 2026

What cloud and platforms does NODA AI use?

Linux is named in 44% of job postings at NODA AI, followed by AWS (11%), Grafana (11%), Kubernetes (7%).

Linux 12 44% required in 83% · 10 open now · since Nov 2025
AWS 3 11% required in 33% · 2 open now · since Apr 2026
Grafana 3 11% required in 33% · 2 open now · since Apr 2026
Kubernetes 2 7% required in 50% · 2 open now · since May 2026
Apache Kafka 2 7% optional · 1 open now · since Apr 2026
RTOS 2 7% optional · 1 open now · since Jul 2026
Amazon EC2 1 4% required in 100% · 1 open now · since May 2026
Amazon ECS 1 4% required in 100% · 1 open now · since May 2026
Show all (13)
Amazon S31
Figma1
GitHub Actions1
WebAssembly1
Cesium1

What developer tools does NODA AI use?

Zenoh is named in 30% of job postings at NODA AI, followed by MQTT (19%), Cursor (19%), Link 16 (19%).

Zenoh 8 30% required in 38% · 7 open now · since Nov 2025
MQTT 5 19% required in 40% · 4 open now · since Apr 2026
Cursor 5 19% optional · 5 open now · since Nov 2025
Link 16 5 19% optional · 5 open now · since Nov 2025
Docker 4 15% required in 25% · 3 open now · since Apr 2026
WebSockets 3 11% required in 100% · 1 open now · since Dec 2025
Prometheus 3 11% required in 33% · 2 open now · since Apr 2026
gRPC 3 11% required in 33% · 2 open now · since Apr 2026
Show all (32)
Rest API2
QGroundControl2
MAVLink2
Protobuf2
SysML2
Adobe After Effects1
Adobe Photoshop1
AirSim1
Ansible1
CloudFormation1
Gazebo1
Isaac Sim1
Jenkins1
Microsoft Excel1
SolidWorks1
Terraform1
AFSIM1
Blender1
Cinema 4D1
Jaeger1
Mission Planner1
STK1
Wireshark1
WordPress1

What AI and ML technologies does NODA AI use?

LLM is named in 4% of job postings at NODA AI.

LLM 1 4% required in 100% · 1 open now · since Nov 2025

Which engineering practices does NODA AI ask for?

TCP/IP is named in 26% of job postings at NODA AI, followed by AI Agents (22%), CMMC (19%), CI/CD (15%).

TCP/IP 7 26% required in 100% · 7 open now · since Nov 2025
AI Agents 6 22% required in 83% · 6 open now · since Nov 2025
CMMC 5 19% optional · 5 open now · since Nov 2025
CI/CD 4 15% required in 100% · 2 open now · since May 2026
Sensor Fusion 3 11% required in 33% · 2 open now · since Nov 2025
MBSE 3 11% optional · 3 open now · since Jul 2026
Human-in-the-Loop 2 7% required in 100% · 2 open now · since Nov 2025
Path Planning 2 7% required in 100% · 2 open now · since Aug 2026
Show all (27)
Computer Vision2
Reinforcement Learning2
Reinforcement Learning2
Configuration Management1
DHCP1
Design of Experiments1
Explainable AI1
IAM1
Machine Learning1
Motion Planning1
Multi-Agent Systems1
Platform Engineering1
Prompt Engineering1
Quantization1
MIL-STD-4611
MIL-STD-8101
STANAG1
Service Mesh1
Swarm Robotics1

What does each NODA AI team work with?

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

Backend

6 postings
Python6
C++4
Linux4
ROS23
Django2
FastAPI2

Solutions

5 postings
C++5
Linux5
Python5
Rust5

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How is the NODA 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
SysMLOct 2026
Path PlanningAug 2026
QGroundControlJul 2026
ArduPilotJul 2026
MAVLinkJul 2026
MBSEJul 2026
RTOSJul 2026
Not named for 6 months
CMMCApr 2026
CursorApr 2026
Link 16Apr 2026

How modern is the NODA AI stack?

Cutting-edge AI adopter 75/100

NODA AI scores 75 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: 1; legacy ones: 0.

How common is the NODA AI stack in its industry?

Share of the 1,836 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
Linux20%
C++16%
Rust11%
ROS22%
C3%
ZeroMQ1%
AWS49%
Grafana14%
JavaScript54%

What sets NODA AI apart

ROS22%
C3%
ZeroMQ1%
ROS3%

Questions about the NODA AI tech stack

What programming languages does NODA AI use?

The languages named in NODA AI job postings are Python (70%), C++ (41%), Rust (33%), C (15%), JavaScript (11%), as a share of the 27 postings of the last 12 months.

Does NODA AI use ROS2?

Yes. ROS2 is named in 6 of 27 job postings (22%) and required in 4 of them.

What cloud and platforms does NODA AI use?

The cloud and platforms named in NODA AI job postings are Linux (12), AWS (3), Grafana (3) (postings in brackets).

What skills do you need for a Backend job at NODA AI?

Backend postings at NODA AI most often require Python (6), C++ (4), Linux (4), ROS2 (3), out of 6 postings in the last 12 months.

Is the NODA AI tech stack changing?

Yes. SysML, Path Planning, QGroundControl, ArduPilot first appeared in NODA AI job postings in the last six months.

How modern is the NODA AI tech stack?

NODA AI scores 75 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: 1; legacy ones: 0.

How does Alion know the NODA AI tech stack?

Alion reads every job posting NODA AI publishes and tags the technologies each one names. The figures on this page count the 27 postings of the last 12 months and were updated on Nov 13, 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, "NODA AI tech stack: 104 technologies from 27 job postings", as of Nov 13, 2026. https://alion.io/company/noda/technologies

Licence: CC BY-SA 4.0JSON