HavocAI Inc.
Defense AI · Military & Tactical Robotics

HavocAI Inc. tech stack

HavocAI Inc. builds mostly with C++, Python, Go, TypeScript. Its stack also includes Linux, Kubernetes, ROS2, MOOS-IvP. C++ is named in 9 of the 27 job postings HavocAI Inc. published in the last 12 months (33%). Counted by Alion from the job postings of HavocAI Inc., 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
16
Modernity
79 /100
New in 6 months
8

What programming languages does HavocAI Inc. use?

C++ is named in 33% of job postings at HavocAI Inc., followed by Python (33%), Go (15%), TypeScript (11%).

C++ 9 33% required in 100% · 6 open now · since Sep 2025
Python 9 33% required in 100% · 6 open now · since Sep 2025
Go 4 15% required in 100% · 2 open now · since Jul 2026
TypeScript 3 11% required in 100% · 2 open now · since Aug 2026
C# 1 4% required in 100% · 1 open now · since Sep 2026
Rust 1 4% required in 100% · 1 open now · since Sep 2025
SQL 1 4% required in 100% · since Sep 2026
JavaScript 1 4% optional · 1 open now · since Sep 2026

What frameworks and libraries does HavocAI Inc. use?

ROS2 is named in 22% of job postings at HavocAI Inc., followed by MOOS-IvP (15%), ArduPilot (11%), Dagster (11%).

ROS2 6 22% required in 17% · 5 open now · since Feb 2026
MOOS-IvP 4 15% optional · 3 open now · since Sep 2025
ArduPilot 3 11% required in 33% · 2 open now · since Jul 2026
Dagster 3 11% optional · since Aug 2026
Ray 3 11% optional · since Aug 2026
PyTorch 2 7% required in 50% · 2 open now · since Feb 2026
Deck.gl 1 4% required in 100% · 1 open now · since Sep 2026
ONNX Runtime 1 4% required in 100% · 1 open now · since Feb 2026
Show all (20)
React.js1
TensorFlow1
TensorFlow C++1
Triton1
Unity1
Unreal Engine1
CUDA1
LangChain1
LangGraph1
LlamaIndex1
ROS1
Three.JS1

What databases does HavocAI Inc. use?

PostgreSQL is named in 7% of job postings at HavocAI Inc..

PostgreSQL 2 7% optional · since Aug 2026

What cloud and platforms does HavocAI Inc. use?

Linux is named in 26% of job postings at HavocAI Inc., followed by Kubernetes (26%), MLFlow (11%), AWS (7%).

Linux 7 26% required in 71% · 6 open now · since Sep 2025
Kubernetes 7 26% required in 29% · 3 open now · since Jul 2026
MLFlow 3 11% optional · 1 open now · since Aug 2026
AWS 2 7% required in 50% · 1 open now · since Jul 2026
GitHub 2 7% required in 50% · since Aug 2026
Amazon S3 2 7% optional · since Aug 2026
Apache Kafka 2 7% optional · since Aug 2026
Weights & Biases 2 7% optional · since Aug 2026
Show all (18)
Amazon EKS1
FreeRTOS1
RTOS1
Anthropic1
Cesium1
GCP1
Kubeflow1
OpenAI1
PagerDuty1
Spark1

What developer tools does HavocAI Inc. use?

Havoc is named in 22% of job postings at HavocAI Inc., followed by SolidWorks (19%), Docker (15%), Locust (11%).

Havoc 6 22% required in 17% · 5 open now · since Sep 2025
SolidWorks 5 19% required in 60% · 3 open now · since Aug 2026
Docker 4 15% optional · 2 open now · since Aug 2026
Locust 3 11% required in 100% · since Aug 2026
TensorRT 2 7% required in 50% · 2 open now · since Feb 2026
ANSYS 1 4% required in 100% · since Aug 2026
CATIA 1 4% required in 100% · since Aug 2026
DroneCAN 1 4% required in 100% · since Aug 2026
Show all (24)
MQTT1
Mission Planner1
Model Context Protocol1
Nastran1
QGroundControl1
Siemens NX1
Triton Inference Server1
WebSockets1
etcd1
gRPC1
AirSim1
CARLA1
Gazebo1
Isaac Sim1
ONNX1
Semantic Kernel1

What AI and ML technologies does HavocAI Inc. use?

CLIP is named in 4% of job postings at HavocAI Inc., followed by LLM (4%).

CLIP 1 4% required in 100% · 1 open now · since Feb 2026
LLM 1 4% required in 100% · since Aug 2026

Which engineering practices does HavocAI Inc. ask for?

Machine Learning is named in 19% of job postings at HavocAI Inc., followed by AI Agents (19%), Multimodal AI (15%), CI/CD (15%).

Machine Learning 5 19% required in 100% · 2 open now · since Feb 2026
AI Agents 5 19% required in 40% · 4 open now · since Sep 2025
Multimodal AI 4 15% required in 75% · 2 open now · since Feb 2026
CI/CD 4 15% required in 50% · 1 open now · since Aug 2026
Computer Vision 3 11% required in 67% · 2 open now · since Feb 2026
Synthetic Data 3 11% optional · 2 open now · since Aug 2026
Motion Planning 2 7% required in 100% · 2 open now · since Feb 2026
Sensor Fusion 2 7% required in 100% · 2 open now · since Feb 2026
Show all (31)
Path Planning2
Verification & Validation2
Agentic Workflows1
Embeddings1
Fine-tuning1
Function Calling1
GitOps1
Human-in-the-Loop1
IAM1
Incident Management1
Multi-Agent Systems1
Platform Engineering1
Quantization1
RAG1
TCP/IP1
Time Series1
CMMC1
Edge AI1
Feature Store1
Knowledge Graph1
Model Predictive Control1
SFT1
SLAM1

What does each HavocAI Inc. team work with?

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

Robotics

4 postings
C++2
Locust2
Python2

Backend

3 postings
C++2
Go2
Linux2
Python2

See the open roles

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How much does HavocAI Inc. pay by technology?

Median stated pay of the postings that name each technology, against the median of all HavocAI Inc. postings with stated pay: $180k across 27 postings.

TechnologyPostings with payMedianvs company median
C++9$185k+3%
Python9$185k+3%
Kubernetes7$200k+11%
Linux7$185k+3%
ROS26$180k0%

How is the HavocAI Inc. 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
SolidWorksAug 2026
LocustAug 2026
CI/CDAug 2026
DockerAug 2026
TypeScriptAug 2026
DagsterAug 2026
MLFlowAug 2026
RayAug 2026

How modern is the HavocAI Inc. stack?

Cutting-edge AI adopter 79/100

HavocAI Inc. 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: 2; legacy ones: 0.

How common is the HavocAI Inc. stack in its industry?

Share of the 123 companies in the same industries, whose stack Alion knows, that use each technology.

C++68%
Python86%
Kubernetes48%
Linux65%
ROS222%
Go26%
MOOS-IvP2%
ArduPilot15%
Dagster4%
MLFlow11%

What sets HavocAI Inc. apart

MOOS-IvP2%
Dagster4%

Questions about the HavocAI Inc. tech stack

What programming languages does HavocAI Inc. use?

The languages named in HavocAI Inc. job postings are C++ (33%), Python (33%), Go (15%), TypeScript (11%), C# (4%), as a share of the 27 postings of the last 12 months.

Does HavocAI Inc. use ROS2?

Yes. ROS2 is named in 6 of 27 job postings (22%) and required in 1 of them.

What cloud and platforms does HavocAI Inc. use?

The cloud and platforms named in HavocAI Inc. job postings are Linux (7), Kubernetes (7), MLFlow (3) (postings in brackets).

What skills do you need for a Robotics job at HavocAI Inc.?

Robotics postings at HavocAI Inc. most often require C++ (2), Locust (2), Python (2), out of 4 postings in the last 12 months.

Is the HavocAI Inc. tech stack changing?

Yes. SolidWorks, Locust, CI/CD, Docker first appeared in HavocAI Inc. job postings in the last six months.

How modern is the HavocAI Inc. tech stack?

HavocAI Inc. 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: 2; legacy ones: 0.

How does Alion know the HavocAI Inc. tech stack?

Alion reads every job posting HavocAI Inc. 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, "HavocAI Inc. tech stack: 104 technologies from 27 job postings", as of Nov 13, 2026. https://alion.io/company/havocai/technologies

Licence: CC BY-SA 4.0JSON