Octave tech stack

Octave builds mostly with SQL, Python. Its stack also includes Windows, AWS, Amazon Redshift, Google BigQuery. SQL is named in 2 of the 6 job postings Octave published in the last 12 months (33%). Counted by Alion from the job postings of Octave, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
19
Postings analysed
6
Open now
4
Modernity
82 /100
New in 6 months
3

What programming languages does Octave use?

SQL is named in 33% of job postings at Octave, followed by Python (17%).

SQL 2 33% required in 50% · 2 open now · since Sep 2026
Python 1 17% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Octave use?

PyTorch is named in 17% of job postings at Octave, followed by Scikit-learn (17%), TensorFlow (17%).

PyTorch 1 17% optional · 1 open now · since Sep 2026
Scikit-learn 1 17% optional · 1 open now · since Sep 2026
TensorFlow 1 17% optional · 1 open now · since Sep 2026

What databases does Octave use?

Amazon Redshift is named in 17% of job postings at Octave, followed by Google BigQuery (17%).

Amazon Redshift 1 17% optional · 1 open now · since Sep 2026
Google BigQuery 1 17% optional · 1 open now · since Sep 2026

What cloud and platforms does Octave use?

Windows is named in 33% of job postings at Octave, followed by AWS (17%), GCP (17%), Spark (17%).

Windows 2 33% required in 100% · since Oct 2025
AWS 1 17% required in 100% · 1 open now · since Sep 2026
GCP 1 17% required in 100% · 1 open now · since Sep 2026
Spark 1 17% optional · 1 open now · since Sep 2026

What developer tools does Octave use?

Microsoft Excel is named in 33% of job postings at Octave, followed by Model Context Protocol (17%), dbt (17%).

Microsoft Excel 2 33% required in 50% · 2 open now · since Sep 2026
Model Context Protocol 1 17% optional · 1 open now · since Sep 2026
dbt 1 17% optional · 1 open now · since Sep 2026

What AI and ML technologies does Octave use?

LLM is named in 17% of job postings at Octave.

LLM 1 17% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Octave ask for?

Machine Learning is named in 33% of job postings at Octave, followed by AI Agents (17%), CI/CD (17%), Platform Engineering (17%).

Machine Learning 2 33% required in 100% · 2 open now · since Sep 2026
AI Agents 1 17% required in 100% · 1 open now · since Sep 2026
CI/CD 1 17% required in 100% · 1 open now · since Sep 2026
Platform Engineering 1 17% optional · 1 open now · since Sep 2026

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How is the Octave 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
Microsoft ExcelSep 2026
Machine LearningSep 2026
SQLSep 2026
Not named for 6 months
WindowsDec 2025

How modern is the Octave stack?

Cutting-edge AI adopter 82/100

Octave scores 82 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 Octave stack in its industry?

Share of the 1,250 companies in the same industries, whose stack Alion knows, that use each technology.

SQL42%
Windows30%
AWS26%
Amazon Redshift3%
GCP20%
Google BigQuery3%
LLM20%
PyTorch13%
Python51%
Scikit-learn6%

Questions about the Octave tech stack

What programming languages does Octave use?

The languages named in Octave job postings are SQL (33%), Python (17%), as a share of the 6 postings of the last 12 months.

Does Octave use Windows?

Yes. Windows is named in 2 of 6 job postings (33%) and required in 2 of them.

What cloud and platforms does Octave use?

The cloud and platforms named in Octave job postings are Windows (2), AWS (1), GCP (1) (postings in brackets).

Is the Octave tech stack changing?

Yes. Microsoft Excel, Machine Learning, SQL first appeared in Octave job postings in the last six months.

How modern is the Octave tech stack?

Octave scores 82 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 Octave tech stack?

Alion reads every job posting Octave publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 28, 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, "Octave tech stack: 19 technologies from 6 job postings", as of Oct 28, 2026. https://alion.io/company/octave-5/technologies

Licence: CC BY-SA 4.0JSON