Vatn tech stack

Vatn builds mostly with Python, C++, Rust, SQL. Its stack also includes ROS, Linux, Bitbucket, ClickHouse. ROS is named in 5 of the 9 job postings Vatn published in the last 12 months (56%). Counted by Alion from the job postings of Vatn, updated Oct 6, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 6, 2026
Technologies in use
48
Postings analysed
9
Open now
9
Modernity
67 /100
New in 6 months
3

What programming languages does Vatn use?

Python is named in 44% of job postings at Vatn, followed by C++ (33%), Rust (33%), SQL (22%).

Python 4 44% required in 75% · 4 open now · since Mar 2026
C++ 3 33% required in 100% · 3 open now · since Mar 2026
Rust 3 33% required in 33% · 3 open now · since Mar 2026
SQL 2 22% required in 50% · 2 open now · since Apr 2026
MATLAB 1 11% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Vatn use?

ROS is named in 56% of job postings at Vatn, followed by NumPy (11%), Plotly (11%), Polars (11%).

ROS 5 56% required in 20% · 5 open now · since Mar 2026
NumPy 1 11% required in 100% · 1 open now · since Sep 2026
Plotly 1 11% required in 100% · 1 open now · since Sep 2026
Polars 1 11% required in 100% · 1 open now · since Sep 2026
Streamlit 1 11% required in 100% · 1 open now · since Sep 2026
PyTorch 1 11% optional · 1 open now · since Mar 2026
PyTorch C++ 1 11% optional · 1 open now · since Mar 2026

What databases does Vatn use?

ClickHouse is named in 11% of job postings at Vatn, followed by DuckDB (11%), InfluxDB (11%), PostgreSQL (11%).

ClickHouse 1 11% optional · 1 open now · since Sep 2026
DuckDB 1 11% optional · 1 open now · since Sep 2026
InfluxDB 1 11% optional · 1 open now · since Sep 2026
PostgreSQL 1 11% optional · 1 open now · since Sep 2026
TimescaleDB 1 11% optional · 1 open now · since Sep 2026

What cloud and platforms does Vatn use?

Linux is named in 22% of job postings at Vatn, followed by Bitbucket (11%), Grafana (11%), Microsoft Entra ID (11%).

Linux 2 22% required in 100% · 2 open now · since Aug 2026
Bitbucket 1 11% required in 100% · 1 open now · since Aug 2026
Grafana 1 11% required in 100% · 1 open now · since Sep 2026
Microsoft Entra ID 1 11% required in 100% · 1 open now · since Aug 2026
RTOS 1 11% required in 100% · 1 open now · since Jul 2026
Windows 1 11% required in 100% · 1 open now · since Aug 2026
AWS 1 11% optional · 1 open now · since Sep 2026
Azure 1 11% optional · 1 open now · since Sep 2026
Show all (10)
GCP1
NixOS1

What developer tools does Vatn use?

Git is named in 22% of job postings at Vatn, followed by Microsoft Excel (22%), Rest API (11%), CMake (11%).

Git 2 22% required in 100% · 2 open now · since Jul 2026
Microsoft Excel 2 22% required in 50% · 2 open now · since Apr 2026
Rest API 1 11% required in 100% · 1 open now · since Aug 2026
CMake 1 11% optional · 1 open now · since Jul 2026
Docker 1 11% optional · 1 open now · since Sep 2026
QGIS 1 11% optional · 1 open now · since Sep 2026
TensorRT 1 11% optional · 1 open now · since Mar 2026

Which engineering practices does Vatn ask for?

Sensor Fusion is named in 22% of job postings at Vatn, followed by CI/CD (22%), Computer Vision (11%), DHCP (11%).

Sensor Fusion 2 22% required in 50% · 2 open now · since Mar 2026
CI/CD 2 22% optional · 2 open now · since Jul 2026
Computer Vision 1 11% required in 100% · 1 open now · since Mar 2026
DHCP 1 11% required in 100% · 1 open now · since Aug 2026
DNS 1 11% required in 100% · 1 open now · since Aug 2026
ETL/ELT 1 11% required in 100% · 1 open now · since Sep 2026
Motion Planning 1 11% required in 100% · 1 open now · since Sep 2026
Path Planning 1 11% required in 100% · 1 open now · since Sep 2026
Show all (14)
Perception1
SLI/SLO/SLA1
Time Series Forecasting1
VPN1
Wi-Fi1
Machine Learning1

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How is the Vatn 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
LinuxAug 2026
GitJul 2026
CI/CDJul 2026

How modern is the Vatn stack?

Modern 67/100

Vatn scores 67 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: 0; legacy ones: 0.

How common is the Vatn stack in its industry?

Share of the 232 companies in the same industries, whose stack Alion knows, that use each technology.

ROS10%
Python54%
C++45%
Rust23%
Linux46%
SQL32%
AWS36%
Azure32%
Bitbucket7%
ClickHouse2%

Questions about the Vatn tech stack

What programming languages does Vatn use?

The languages named in Vatn job postings are Python (44%), C++ (33%), Rust (33%), SQL (22%), MATLAB (11%), as a share of the 9 postings of the last 12 months.

Does Vatn use ROS?

Yes. ROS is named in 5 of 9 job postings (56%) and required in 1 of them.

What cloud and platforms does Vatn use?

The cloud and platforms named in Vatn job postings are Linux (2), Bitbucket (1), Grafana (1) (postings in brackets).

Is the Vatn tech stack changing?

Yes. Linux, Git, CI/CD first appeared in Vatn job postings in the last six months.

How modern is the Vatn tech stack?

Vatn scores 67 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: 0; legacy ones: 0.

How does Alion know the Vatn tech stack?

Alion reads every job posting Vatn publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Oct 6, 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, "Vatn tech stack: 48 technologies from 9 job postings", as of Oct 6, 2026. https://alion.io/company/vatn-2/technologies

Licence: CC BY-SA 4.0JSON