Mach Industries tech stack

Mach Industries builds mostly with Python, C++, Rust, MATLAB. Its stack also includes Linux, RTOS, ArduPilot, ROS. Python is named in 67 of the 113 job postings Mach Industries published in the last 12 months (59%). Counted by Alion from the job postings of Mach Industries, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
108
Postings analysed
113
Open now
73
Modernity
75 /100
New in 6 months
8

What programming languages does Mach Industries use?

Python is named in 59% of job postings at Mach Industries, followed by C++ (50%), Rust (24%), MATLAB (21%).

Python 67 59% required in 75% · 43 open now · since Feb 2026
C++ 57 50% required in 81% · 36 open now · since Apr 2026
Rust 27 24% required in 63% · 14 open now · since Apr 2026
MATLAB 24 21% required in 63% · 20 open now · since Apr 2026
SQL 6 5% required in 50% · 4 open now · since Apr 2026
Go 4 4% required in 100% · 2 open now · since Feb 2026
Bash 4 4% required in 50% · 3 open now · since Jul 2026
TypeScript 3 3% required in 100% · 2 open now · since Feb 2026
Show all (14)
JavaScript3
Node JS2
Sass2
Structured Text2
C#1
Julia1

What frameworks and libraries does Mach Industries use?

ArduPilot is named in 9% of job postings at Mach Industries, followed by ROS (9%), Embassy (7%), CUDA (5%).

ArduPilot 10 9% required in 40% · 4 open now · since Feb 2026
ROS 10 9% required in 10% · 7 open now · since Apr 2026
Embassy 8 7% optional · 4 open now · since Apr 2026
CUDA 6 5% required in 83% · 5 open now · since Apr 2026
Embedded Rust 6 5% optional · 3 open now · since Apr 2026
PyTorch 5 4% required in 100% · 3 open now · since Apr 2026
PyTorch C++ 5 4% required in 100% · 3 open now · since Apr 2026
Transformers 3 3% required in 100% · 2 open now · since Jul 2026
Show all (18)
ONNX Runtime3
GTSAM2
Next.js2
React.js2
Vue.js2
GStreamer2
ROS22
Ray1
Betaflight1
OpenCV1

What databases does Mach Industries use?

MySQL is named in 2% of job postings at Mach Industries, followed by PostgreSQL (2%).

MySQL 2 2% required in 100% · 1 open now · since Feb 2026
PostgreSQL 2 2% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Mach Industries use?

Linux is named in 24% of job postings at Mach Industries, followed by RTOS (12%), CUDA Toolkit (7%), GitHub (4%).

Linux 27 24% required in 63% · 15 open now · since Feb 2026
RTOS 14 12% required in 43% · 7 open now · since Apr 2026
CUDA Toolkit 8 7% required in 75% · 5 open now · since Apr 2026
GitHub 5 4% required in 100% · 1 open now · since Apr 2026
AWS 4 4% required in 100% · 1 open now · since Feb 2026
GitHub Actions 4 4% required in 100% · 1 open now · since Apr 2026
Grafana 3 3% required in 67% · 1 open now · since Apr 2026
Amazon ECS 2 2% required in 100% · since Apr 2026
Show all (17)
Datadog2
GitLab CI2
Kubernetes2
Amazon SageMaker2
DLP2
NixOS2
GitLab1
Power BI1
Tableau1

What developer tools does Mach Industries use?

SolidWorks is named in 13% of job postings at Mach Industries, followed by Altium Designer (9%), Git (9%), Docker (9%).

SolidWorks 15 13% required in 33% · 12 open now · since Jun 2026
Altium Designer 10 9% required in 100% · 7 open now · since Apr 2026
Git 10 9% required in 70% · 9 open now · since Apr 2026
Docker 10 9% required in 60% · 4 open now · since Feb 2026
EtherCAT 8 7% required in 25% · 6 open now · since Jul 2026
TensorRT 7 6% required in 100% · 4 open now · since Apr 2026
Simulink 6 5% required in 100% · 5 open now · since Apr 2026
QGroundControl 6 5% required in 50% · 4 open now · since Aug 2026
Show all (27)
Terraform6
OPC UA6
Mission Planner5
Jenkins4
MAVLink4
AutoCAD3
Microsoft Excel3
MQTT3
DVC2
Keysight ADS2
KiCad2
Prometheus2
Wireshark2
ONNX2
CloudFormation2
Isaac Sim2
Rest API1
Simscape1
Fusion 3601

What AI and ML technologies does Mach Industries use?

LLM is named in 1% of job postings at Mach Industries.

LLM 1 1% optional · 1 open now · since Sep 2026

Which engineering practices does Mach Industries ask for?

CI/CD is named in 22% of job postings at Mach Industries, followed by Sensor Fusion (13%), Human-in-the-Loop (11%), Machine Learning (7%).

CI/CD 25 22% required in 100% · 14 open now · since Feb 2026
Sensor Fusion 15 13% required in 40% · 9 open now · since Apr 2026
Human-in-the-Loop 12 11% required in 83% · 7 open now · since Apr 2026
Machine Learning 8 7% required in 50% · 5 open now · since Apr 2026
Digital Twin 6 5% required in 17% · 6 open now · since Sep 2026
Fine-tuning 5 4% required in 60% · 3 open now · since Apr 2026
Visual-Inertial Odometry 5 4% required in 60% · 3 open now · since Apr 2026
Synthetic Data 5 4% required in 40% · 3 open now · since Apr 2026
Show all (29)
Motion Planning5
Edge AI4
SLAM4
Computer Vision4
CNN3
Quantization3
Localization3
Multimodal AI3
SLI/SLO/SLA3
Incident Management2
Sim-to-Real2
Wi-Fi2
LLM Evaluation1
Material Design1
Path Planning1
AI Agents1
Multi-Agent Systems1
PID Control1
Perception1
RAG1
Time Series Forecasting1

What does each Mach Industries team work with?

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

Industrial Engineering

32 postings
Python10
MATLAB8
C++7
Simulink4
SolidWorks4
AutoCAD3

Hardware

31 postings
C++18
Python14
Altium Designer8
MATLAB6
Rust6
Linux4

Backend

16 postings
Python16
C++13
Rust8
Docker4
Linux4
TypeScript3

DevOps

7 postings
Python3
AWS2
Amazon ECS2
Datadog2
Docker2
GitHub2

Robotics

6 postings
Linux3
C++2
Python2

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How much does Mach Industries pay by technology?

Median stated pay of the postings that name each technology, against the median of all Mach Industries postings with stated pay: $160k across 100 postings.

TechnologyPostings with payMedianvs company median
Python67$175k+9%
C++57$175k+9%
Rust27$175k+9%
Linux27$160k0%
MATLAB24$160k0%
RTOS14$220k+38%
ROS10$195k+22%
ArduPilot10$155k−3%
Embassy8$220k+38%
CUDA Toolkit8$160k0%

How is the Mach Industries 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
KiCadSep 2026
Keysight ADSSep 2026
ONNX RuntimeSep 2026
Isaac SimSep 2026
MQTTSep 2026
Structured TextSep 2026
AutoCADSep 2026
Digital TwinSep 2026
Rising
MATLAB6% → 25%
EtherCAT0% → 9%
QGroundControl0% → 7%
Digital Twin0% → 7%
OPC UA0% → 7%
Mission Planner0% → 5%
Git6% → 10%
Edge AI0% → 4%
Falling
Rust44% → 21%
CI/CD39% → 19%
RTOS28% → 10%
Embassy22% → 4%
Terraform17% → 3%
Embedded Rust17% → 3%
Human-in-the-Loop22% → 9%
Sensor Fusion22% → 12%

How modern is the Mach Industries stack?

Cutting-edge AI adopter 75/100

Mach Industries 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 Mach Industries stack in its industry?

Share of the 1,846 companies in the same industries, whose stack Alion knows, that use each technology.

Python24%
C++15%
Linux19%
Rust4%
MATLAB7%
RTOS4%
ArduPilot1%
ROS2%
CUDA Toolkit3%
Embassy0%

What sets Mach Industries apart

Rust4%
RTOS4%
ArduPilot1%
ROS2%
CUDA Toolkit3%
Embassy0%
CUDA2%
Embedded Rust0%
PyTorch C++2%
GitHub Actions4%

Questions about the Mach Industries tech stack

What programming languages does Mach Industries use?

The languages named in Mach Industries job postings are Python (59%), C++ (50%), Rust (24%), MATLAB (21%), SQL (5%), as a share of the 113 postings of the last 12 months.

Does Mach Industries use ArduPilot?

Yes. ArduPilot is named in 10 of 113 job postings (9%) and required in 4 of them.

What cloud and platforms does Mach Industries use?

The cloud and platforms named in Mach Industries job postings are Linux (27), RTOS (14), CUDA Toolkit (8) (postings in brackets).

What skills do you need for a Industrial Engineering job at Mach Industries?

Industrial Engineering postings at Mach Industries most often require Python (10), MATLAB (8), C++ (7), Simulink (4), out of 32 postings in the last 12 months.

Is the Mach Industries tech stack changing?

Yes. KiCad, Keysight ADS, ONNX Runtime, Isaac Sim first appeared in Mach Industries job postings in the last six months.

How modern is the Mach Industries tech stack?

Mach Industries 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 Mach Industries tech stack?

Alion reads every job posting Mach Industries publishes and tags the technologies each one names. The figures on this page count the 113 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, "Mach Industries tech stack: 108 technologies from 113 job postings", as of Sep 26, 2026. https://alion.io/company/machindustries/technologies

Licence: CC BY-SA 4.0JSON