Inversion tech stack

Inversion builds mostly with Python, C++, MATLAB, Rust. Its stack also includes Spark, Linux, ROS, React.js. Python is named in 36 of the 50 job postings Inversion published in the last 12 months (72%). Counted by Alion from the job postings of Inversion, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
88
Postings analysed
50
Open now
47
Modernity
74 /100
New in 6 months
8

What programming languages does Inversion use?

Python is named in 72% of job postings at Inversion, followed by C++ (50%), MATLAB (38%), Rust (20%).

Python 36 72% required in 100% · 34 open now · since Mar 2026
C++ 25 50% required in 100% · 25 open now · since Mar 2026
MATLAB 19 38% required in 100% · 17 open now · since May 2026
Rust 10 20% required in 100% · 10 open now · since Mar 2026
PowerShell 5 10% required in 80% · 5 open now · since Apr 2026
C 5 10% optional · 5 open now · since Apr 2026
Embedded C 4 8% required in 100% · 4 open now · since Apr 2026
Fortran 4 8% required in 100% · 4 open now · since May 2026
Show all (17)
Lua4
Bash4
JavaScript4
TypeScript4
VHDL3
Verilog3
Go2
Node JS2
SystemVerilog1

What frameworks and libraries does Inversion use?

ROS is named in 4% of job postings at Inversion, followed by React.js (4%), Angular (2%), JAX (2%).

ROS 2 4% required in 100% · 2 open now · since Jun 2026
React.js 2 4% required in 100% · 2 open now · since Jul 2026
Angular 1 2% required in 100% · 1 open now · since Mar 2026
JAX 1 2% required in 100% · 1 open now · since Aug 2026
MPI 1 2% required in 100% · 1 open now · since Aug 2026
Open MCT 1 2% required in 100% · 1 open now · since Jun 2026
Orocos 1 2% required in 100% · 1 open now · since Jun 2026
PyTorch 1 2% required in 100% · 1 open now · since Aug 2026
Show all (12)
PyTorch C++1
ROS21
YARP1
Yamcs1

What databases does Inversion use?

InfluxDB is named in 2% of job postings at Inversion, followed by QuestDB (2%).

InfluxDB 1 2% required in 100% · 1 open now · since Jun 2026
QuestDB 1 2% required in 100% · 1 open now · since Jun 2026

What cloud and platforms does Inversion use?

Spark is named in 72% of job postings at Inversion, followed by Linux (32%), Kubernetes (10%), RTOS (8%).

Spark 36 72% required in 100% · 34 open now · since Mar 2026
Linux 16 32% required in 100% · 16 open now · since Mar 2026
Kubernetes 5 10% required in 100% · 5 open now · since Jun 2026
RTOS 4 8% required in 100% · 4 open now · since Jun 2026
FreeRTOS 3 6% required in 100% · 3 open now · since Jun 2026
AWS 2 4% required in 100% · 2 open now · since Jun 2026
GCP 2 4% required in 100% · 2 open now · since Jun 2026
GitHub Actions 2 4% required in 100% · 2 open now · since Jun 2026
Show all (17)
GitLab CI2
Apache Kafka1
Azure1
Grafana1
NATS1
RTEMS1
RabbitMQ1
Windows1
Azure DevOps1

What developer tools does Inversion use?

Docker is named in 14% of job postings at Inversion, followed by SolidWorks (14%), Git (12%), Altium Designer (6%).

Docker 7 14% required in 100% · 7 open now · since Jun 2026
SolidWorks 7 14% required in 100% · 7 open now · since Apr 2026
Git 6 12% required in 100% · 6 open now · since Jun 2026
Altium Designer 3 6% required in 100% · 3 open now · since Apr 2026
Simulink 3 6% required in 100% · 3 open now · since Jun 2026
Ansys HFSS 2 4% required in 100% · 1 open now · since Jun 2026
CoAP 2 4% required in 100% · 2 open now · since Jun 2026
Cyclone DDS 2 4% required in 100% · 2 open now · since Jun 2026
Show all (26)
Fast DDS2
JTAG Debuggers2
MQTT2
PetaLinux2
Prometheus2
gRPC2
Terraform2
Adobe After Effects1
Adobe Photoshop1
Adobe Premiere Pro1
Docker Compose1
GMAT1
Jenkins1
KiCad1
Podman1
WebSockets1
Webots1
Ansible1

What AI and ML technologies does Inversion use?

LLM is named in 2% of job postings at Inversion.

LLM 1 2% required in 100% · since Jul 2026

Which engineering practices does Inversion ask for?

CI/CD is named in 18% of job postings at Inversion, followed by Human-in-the-Loop (10%), HPC (6%), Sensor Fusion (6%).

CI/CD 9 18% required in 100% · 9 open now · since Apr 2026
Human-in-the-Loop 5 10% required in 100% · 5 open now · since Apr 2026
HPC 3 6% required in 100% · 3 open now · since Jun 2026
Sensor Fusion 3 6% required in 100% · 3 open now · since May 2026
TCP/IP 3 6% required in 100% · 3 open now · since Jun 2026
Time Series Forecasting 2 4% required in 100% · 2 open now · since Jun 2026
AI Agents 1 2% required in 100% · 1 open now · since Aug 2026
Fine-tuning 1 2% required in 100% · since Jul 2026
Show all (13)
Function Calling1
Path Planning1
RAG1
Structured Outputs1
Tool Use1

What does each Inversion team work with?

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

Industrial Engineering

21 postings
Python16
Spark16
MATLAB14
C++12
SolidWorks5
Fortran4

Hardware

13 postings
Python11
Spark11
C++9
Linux6
Rust5
Git4

Backend

4 postings
Linux4
Docker3
Kubernetes3
Python3
Spark3
Go2

Field & Service

3 postings
Python2
Spark2

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How much does Inversion pay by technology?

Median stated pay of the postings that name each technology, against the median of all Inversion postings with stated pay: $193k across 46 postings.

TechnologyPostings with payMedianvs company median
Python32$193k0%
Spark32$193k0%
C++21$201k+4%
MATLAB19$193k0%
Linux15$201k+4%
Rust8$201k+4%
PowerShell5$170k−12%
Kubernetes5$160k−17%

How is the Inversion 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
GoJul 2026
Node JSJul 2026
React.jsJul 2026
CoAPJun 2026
Cyclone DDSJun 2026
Fast DDSJun 2026
JTAG DebuggersJun 2026
MQTTJun 2026
Rising
JavaScript0% → 12%
TypeScript0% → 12%
Fortran4% → 12%
Falling
Linux46% → 16%
Rust33% → 4%
C++63% → 36%
CI/CD29% → 8%
Git21% → 4%
Embedded C17% → 0%
Lua17% → 0%
PowerShell17% → 4%

How modern is the Inversion stack?

Modern AI adopter 74/100

Inversion scores 74 out of 100 (Modern). 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 Inversion stack in its industry?

Share of the 608 companies in the same industries, whose stack Alion knows, that use each technology.

Python40%
Spark7%
C++18%
MATLAB10%
Linux25%
Rust9%
C5%
Kubernetes26%
PowerShell11%
Bash10%

What sets Inversion apart

Embedded C3%
Fortran2%
Lua0%
FreeRTOS2%
VHDL4%
Verilog3%

Questions about the Inversion tech stack

What programming languages does Inversion use?

The languages named in Inversion job postings are Python (72%), C++ (50%), MATLAB (38%), Rust (20%), PowerShell (10%), as a share of the 50 postings of the last 12 months.

Does Inversion use ROS?

Yes. ROS is named in 2 of 50 job postings (4%) and required in 2 of them.

What cloud and platforms does Inversion use?

The cloud and platforms named in Inversion job postings are Spark (36), Linux (16), Kubernetes (5) (postings in brackets).

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

Industrial Engineering postings at Inversion most often require Python (16), Spark (16), MATLAB (14), C++ (12), out of 21 postings in the last 12 months.

Is the Inversion tech stack changing?

Yes. Go, Node JS, React.js, CoAP first appeared in Inversion job postings in the last six months.

How modern is the Inversion tech stack?

Inversion scores 74 out of 100 (Modern). 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 Inversion tech stack?

Alion reads every job posting Inversion publishes and tags the technologies each one names. The figures on this page count the 50 postings of the last 12 months and were updated on Sep 27, 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, "Inversion tech stack: 88 technologies from 50 job postings", as of Sep 27, 2026. https://alion.io/company/inversionspace/technologies

Licence: CC BY-SA 4.0JSON