PREFIRO tech stack

PREFIRO builds mostly with C++, Python. Its stack also includes GitLab CI, Linux, Pinocchio, ROS. C++ is named in 1 of the 3 job postings PREFIRO published in the last 12 months (33%). Counted by Alion from the job postings of PREFIRO, updated Oct 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 27, 2026
Technologies in use
20
Postings analysed
3
Open now
3
Modernity
73 /100

What programming languages does PREFIRO use?

C++ is named in 33% of job postings at PREFIRO, followed by Python (33%).

C++ 1 33% required in 100% · 1 open now · since Oct 2026
Python 1 33% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does PREFIRO use?

Pinocchio is named in 33% of job postings at PREFIRO, followed by ROS (33%), MoveIt (33%).

Pinocchio 1 33% required in 100% · 1 open now · since Oct 2026
ROS 1 33% required in 100% · 1 open now · since Oct 2026
MoveIt 1 33% optional · 1 open now · since Oct 2026

What cloud and platforms does PREFIRO use?

GitLab CI is named in 33% of job postings at PREFIRO, followed by Linux (33%).

GitLab CI 1 33% optional · 1 open now · since Oct 2026
Linux 1 33% optional · 1 open now · since Oct 2026

What developer tools does PREFIRO use?

Docker is named in 33% of job postings at PREFIRO, followed by CMake (33%), Foxglove Studio (33%), Git (33%).

Docker 1 33% required in 100% · 1 open now · since Oct 2026
CMake 1 33% optional · 1 open now · since Oct 2026
Foxglove Studio 1 33% optional · 1 open now · since Oct 2026
Git 1 33% optional · 1 open now · since Oct 2026
PlotJuggler 1 33% optional · 1 open now · since Oct 2026
RViz 1 33% optional · 1 open now · since Oct 2026
Zenoh 1 33% optional · 1 open now · since Oct 2026

Which engineering practices does PREFIRO ask for?

Computer Vision is named in 67% of job postings at PREFIRO, followed by CI/CD (33%), Model Predictive Control (33%), Reinforcement Learning (33%).

Computer Vision 2 67% required in 100% · 2 open now · since Aug 2026
CI/CD 1 33% required in 100% · 1 open now · since Oct 2026
Model Predictive Control 1 33% required in 100% · 1 open now · since Oct 2026
Reinforcement Learning 1 33% required in 100% · 1 open now · since Oct 2026
Reinforcement Learning 1 33% required in 100% · 1 open now · since Oct 2026
Motion Planning 1 33% optional · 1 open now · since Oct 2026

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How modern is the PREFIRO stack?

Modern 73/100

PREFIRO scores 73 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 PREFIRO stack in its industry?

Share of the 184 companies in the same industries, whose stack Alion knows, that use each technology.

C++18%
GitLab CI5%
Linux27%
MoveIt1%
Pinocchio1%
Python40%
ROS8%

Questions about the PREFIRO tech stack

What programming languages does PREFIRO use?

The languages named in PREFIRO job postings are C++ (33%), Python (33%), as a share of the 3 postings of the last 12 months.

What cloud and platforms does PREFIRO use?

The cloud and platforms named in PREFIRO job postings are GitLab CI (1), Linux (1) (postings in brackets).

Is the PREFIRO tech stack changing?

No new technology has appeared in PREFIRO job postings in the last six months.

How modern is the PREFIRO tech stack?

PREFIRO scores 73 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 PREFIRO tech stack?

Alion reads every job posting PREFIRO publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 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, "PREFIRO tech stack: 20 technologies from 3 job postings", as of Oct 27, 2026. https://alion.io/company/prefiro/technologies

Licence: CC BY-SA 4.0JSON