Harmattan AI tech stack

Harmattan AI builds mostly with Python, C++, Rust, Embedded C. Its stack also includes Linux, RTOS, ArduPilot, PyTorch. Python is named in 42 of the 94 job postings Harmattan AI published in the last 12 months (45%). Counted by Alion from the job postings of Harmattan AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
96
Postings analysed
94
Open now
88
Modernity
83 /100
New in 6 months
8

What programming languages does Harmattan AI use?

Python is named in 45% of job postings at Harmattan AI, followed by C++ (38%), Rust (10%), Embedded C (7%).

Python 42 45% required in 79% · 37 open now · since Jan 2026
C++ 36 38% required in 78% · 33 open now · since Oct 2025
Rust 9 10% required in 78% · 9 open now · since Mar 2026
Embedded C 7 7% required in 100% · 7 open now · since Mar 2026
C 7 7% optional · 7 open now · since Mar 2026
MATLAB 4 4% required in 100% · 3 open now · since Aug 2026
SystemVerilog 3 3% required in 100% · 3 open now · since Mar 2026
VHDL 3 3% required in 100% · 3 open now · since Mar 2026
Show all (13)
Verilog2
Bash1
Go1
Java1
JavaScript1

What frameworks and libraries does Harmattan AI use?

ArduPilot is named in 5% of job postings at Harmattan AI, followed by PyTorch (5%), Betaflight (4%), PyTorch C++ (3%).

ArduPilot 5 5% required in 100% · 4 open now · since Mar 2026
PyTorch 5 5% required in 100% · 4 open now · since Mar 2026
Betaflight 4 4% required in 100% · 4 open now · since Mar 2026
PyTorch C++ 3 3% required in 100% · 2 open now · since Mar 2026
NumPy 2 2% required in 100% · 2 open now · since Jul 2026
Pandas 2 2% required in 100% · 2 open now · since Jul 2026
Qt 2 2% required in 100% · 2 open now · since Oct 2025
SciPy 2 2% required in 100% · 2 open now · since Jul 2026
Show all (17)
Transformers2
GStreamer1
JAX1
Pytest1
Ray1
React.js1
Unreal Engine1
Vue.js1
CUDA1

What databases does Harmattan AI use?

Apache Iceberg is named in 1% of job postings at Harmattan AI.

Apache Iceberg 1 1% required in 100% · 1 open now · since Mar 2026

What cloud and platforms does Harmattan AI use?

Linux is named in 20% of job postings at Harmattan AI, followed by RTOS (5%), AWS (2%), FreeRTOS (2%).

Linux 19 20% required in 84% · 18 open now · since Mar 2026
RTOS 5 5% required in 100% · 5 open now · since Jun 2026
AWS 2 2% required in 100% · 2 open now · since Mar 2026
FreeRTOS 2 2% required in 100% · 2 open now · since Jun 2026
GitHub Actions 2 2% required in 100% · 2 open now · since Mar 2026
CUDA Toolkit 2 2% required in 50% · 1 open now · since Mar 2026
GitLab CI 2 2% required in 50% · 2 open now · since Mar 2026
Amazon S3 1 1% required in 100% · 1 open now · since Mar 2026
Show all (11)
GCP1
GitHub1
Spark1

What developer tools does Harmattan AI use?

SolidWorks is named in 18% of job postings at Harmattan AI, followed by Git (10%), Gazebo (4%), Docker (4%).

SolidWorks 17 18% required in 100% · 15 open now · since Feb 2026
Git 9 10% required in 67% · 8 open now · since Feb 2026
Gazebo 4 4% required in 100% · 4 open now · since Mar 2026
Docker 4 4% required in 75% · 4 open now · since Mar 2026
Altium Designer 3 3% required in 67% · 3 open now · since Aug 2026
Cortex 2 2% required in 100% · 2 open now · since Jun 2026
Prometheus 2 2% optional · 2 open now · since Jun 2026
Aider 1 1% required in 100% · 1 open now · since Sep 2026
Show all (25)
Ansible1
CMake1
Docker Compose1
Fusion 3601
KiCad1
LTspice1
MAVLink1
MinIO1
Mission Planner1
OpenOCD1
QGroundControl1
Simulink1
TPU1
TensorRT1
WebRTC1
gRPC1
Jenkins1

What AI and ML technologies does Harmattan AI use?

CLIP is named in 2% of job postings at Harmattan AI, followed by LLM (1%), LoRA (1%), PEFT (1%).

CLIP 2 2% required in 100% · 2 open now · since Mar 2026
LLM 1 1% required in 100% · 1 open now · since Jun 2026
LoRA 1 1% required in 100% · 1 open now · since Jul 2026
PEFT 1 1% optional · 1 open now · since Jul 2026

Which engineering practices does Harmattan AI ask for?

Computer Vision is named in 16% of job postings at Harmattan AI, followed by Human-in-the-Loop (14%), Machine Learning (13%), Sensor Fusion (9%).

Computer Vision 15 16% required in 80% · 14 open now · since Jan 2026
Human-in-the-Loop 13 14% required in 100% · 12 open now · since Mar 2026
Machine Learning 12 13% required in 92% · 11 open now · since Nov 2025
Sensor Fusion 8 9% required in 100% · 8 open now · since Mar 2026
CI/CD 7 7% required in 100% · 7 open now · since Mar 2026
Motion Planning 6 6% required in 100% · 6 open now · since Jul 2026
Multimodal AI 4 4% required in 100% · 4 open now · since Mar 2026
Reinforcement Learning 4 4% required in 100% · 4 open now · since Feb 2026
Show all (25)
Reinforcement Learning4
AI Agents3
Edge AI3
Knowledge Distillation3
Model Distillation3
Obstacle Avoidance3
Platform Engineering3
Sim-to-Real3
Contrastive Learning2
Multi-Agent Systems2
Quantization2
Self-Supervised Learning2
Visual-Inertial Odometry2
Digital Twin2
ETL/ELT1
Fine-tuning1
Wi-Fi1

What does each Harmattan AI team work with?

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

Robotics

21 postings
SolidWorks11
Linux2
Python2

Industrial Engineering

18 postings
Python9
C++6
ArduPilot4
Betaflight4
Embedded C4
Gazebo4

Hardware

16 postings
C++7
Python6
Linux5
RTOS4
MATLAB3
SystemVerilog3

Backend

11 postings
C++7
Python6
Linux2
Qt2
Rust2

AI/ML

10 postings
C++2
CLIP2
PyTorch2
PyTorch C++2
Rust2
Transformers2

DevOps

4 postings
Linux3
Docker2
GitHub Actions2
Python2

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How is the Harmattan 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
Altium DesignerAug 2026
MATLABAug 2026
Sim-to-RealJul 2026
Motion PlanningJul 2026
Obstacle AvoidanceJul 2026
NumPyJul 2026
PandasJul 2026
SciPyJul 2026
Rising
SolidWorks0% → 27%
Motion Planning0% → 12%
MATLAB0% → 8%
Human-in-the-Loop9% → 15%
Reinforcement Learning0% → 6%
Reinforcement Learning0% → 6%
Obstacle Avoidance0% → 6%
Sim-to-Real0% → 6%
Falling
Python77% → 29%
C++64% → 21%
CI/CD23% → 2%
Computer Vision27% → 8%
Linux36% → 19%
Machine Learning23% → 6%
Docker14% → 0%
Rust18% → 6%
Not named for 6 months
VerilogMar 2026

How modern is the Harmattan AI stack?

Cutting-edge AI adopter 83/100

Harmattan AI scores 83 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: 4; legacy ones: 0.

How common is the Harmattan AI stack in its industry?

Share of the 100 companies in the same industries, whose stack Alion knows, that use each technology.

Python79%
C++75%
Linux65%
Rust38%
C23%
Embedded C12%
ArduPilot19%
PyTorch42%
RTOS31%
Betaflight7%

Questions about the Harmattan AI tech stack

What programming languages does Harmattan AI use?

The languages named in Harmattan AI job postings are Python (45%), C++ (38%), Rust (10%), Embedded C (7%), C (7%), as a share of the 94 postings of the last 12 months.

Does Harmattan AI use ArduPilot?

Yes. ArduPilot is named in 5 of 94 job postings (5%) and required in 5 of them.

What cloud and platforms does Harmattan AI use?

The cloud and platforms named in Harmattan AI job postings are Linux (19), RTOS (5), AWS (2) (postings in brackets).

What skills do you need for a Robotics job at Harmattan AI?

Robotics postings at Harmattan AI most often require SolidWorks (11), Linux (2), Python (2), out of 21 postings in the last 12 months.

Is the Harmattan AI tech stack changing?

Yes. Altium Designer, MATLAB, Sim-to-Real, Motion Planning first appeared in Harmattan AI job postings in the last six months.

How modern is the Harmattan AI tech stack?

Harmattan AI scores 83 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: 4; legacy ones: 0.

How does Alion know the Harmattan AI tech stack?

Alion reads every job posting Harmattan AI publishes and tags the technologies each one names. The figures on this page count the 94 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, "Harmattan AI tech stack: 96 technologies from 94 job postings", as of Sep 26, 2026. https://alion.io/company/harmattan/technologies

Licence: CC BY-SA 4.0JSON