Octant tech stack

Octant builds mostly with Python. Its stack also includes JAX, NumPy. Python is named in 3 of the 4 job postings Octant published in the last 12 months (75%). Counted by Alion from the job postings of Octant, updated Oct 20, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 20, 2026
Technologies in use
10
Postings analysed
4
Open now
4
Modernity
84 /100

What programming languages does Octant use?

Python is named in 75% of job postings at Octant.

Python 3 75% required in 67% · 3 open now · since Sep 2026

What frameworks and libraries does Octant use?

JAX is named in 25% of job postings at Octant, followed by NumPy (25%), Polars (25%), PyTorch (25%).

JAX 1 25% required in 100% · 1 open now · since Oct 2026
NumPy 1 25% required in 100% · 1 open now · since Oct 2026
Polars 1 25% required in 100% · 1 open now · since Oct 2026
PyTorch 1 25% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 25% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does Octant use?

LLM is named in 25% of job postings at Octant.

LLM 1 25% optional · 1 open now · since Oct 2026

Which engineering practices does Octant ask for?

Machine Learning is named in 100% of job postings at Octant, followed by AI Agents (25%), Agentic Workflows (25%).

Machine Learning 4 100% required in 100% · 4 open now · since Sep 2026
AI Agents 1 25% required in 100% · 1 open now · since Oct 2026
Agentic Workflows 1 25% required in 100% · 1 open now · since Oct 2026

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How modern is the Octant stack?

Cutting-edge AI adopter 84/100

Octant scores 84 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 Octant stack in its industry?

Share of the 277 companies in the same industries, whose stack Alion knows, that use each technology.

Python57%
JAX12%
LLM23%
NumPy11%
Polars2%
PyTorch27%
Scikit-learn9%

Questions about the Octant tech stack

What programming languages does Octant use?

The languages named in Octant job postings are Python (75%), as a share of the 4 postings of the last 12 months.

Is the Octant tech stack changing?

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

How modern is the Octant tech stack?

Octant scores 84 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 Octant tech stack?

Alion reads every job posting Octant publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 20, 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, "Octant tech stack: 10 technologies from 4 job postings", as of Oct 20, 2026. https://alion.io/company/octant-2/technologies

Licence: CC BY-SA 4.0JSON