Sona tech stack

Sona builds mostly with Elixir, Python, JavaScript. Its stack also includes GCP, MLFlow, NumPy, React Native. Elixir is named in 1 of the 4 job postings Sona published in the last 12 months (25%). Counted by Alion from the job postings of Sona, updated Oct 24, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 24, 2026
Technologies in use
18
Postings analysed
4
Open now
2
Modernity
81 /100
New in 6 months
1

What programming languages does Sona use?

Elixir is named in 25% of job postings at Sona, followed by Python (25%), JavaScript (25%).

Elixir 1 25% required in 100% · 1 open now · since Apr 2026
Python 1 25% required in 100% · since Apr 2026
JavaScript 1 25% optional · 1 open now · since Apr 2026

What frameworks and libraries does Sona use?

NumPy is named in 25% of job postings at Sona, followed by React Native (25%), Scikit-learn (25%), React.js (25%).

NumPy 1 25% required in 100% · since Apr 2026
React Native 1 25% required in 100% · 1 open now · since Apr 2026
Scikit-learn 1 25% required in 100% · since Apr 2026
React.js 1 25% optional · 1 open now · since Apr 2026

What cloud and platforms does Sona use?

GCP is named in 25% of job postings at Sona, followed by MLFlow (25%).

GCP 1 25% optional · since Apr 2026
MLFlow 1 25% optional · since Apr 2026

What developer tools does Sona use?

Claude Code is named in 50% of job postings at Sona, followed by Cursor (50%), Copilot (25%), Docker (25%).

Claude Code 2 50% required in 100% · 1 open now · since Apr 2026
Cursor 2 50% required in 100% · 1 open now · since Apr 2026
Copilot 1 25% required in 100% · since Apr 2026
Docker 1 25% optional · since Apr 2026

What AI and ML technologies does Sona use?

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

LLM 1 25% required in 100% · since Oct 2026

Which engineering practices does Sona ask for?

AI Agents is named in 50% of job postings at Sona, followed by Hallucination (25%), Machine Learning (25%), Time Series (25%).

AI Agents 2 50% required in 100% · 1 open now · since Sep 2026
Hallucination 1 25% required in 100% · since Oct 2026
Machine Learning 1 25% required in 100% · since Apr 2026
Time Series 1 25% required in 100% · since Apr 2026

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How is the Sona 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
AI AgentsSep 2026
Not named for 6 months
Claude CodeApr 2026
CursorApr 2026

How modern is the Sona stack?

Cutting-edge AI adopter 81/100

Sona scores 81 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 Sona stack in its industry?

Share of the 3,593 companies in the same industries, whose stack Alion knows, that use each technology.

Elixir0%
GCP28%
JavaScript45%
LLM35%
MLFlow3%
NumPy4%
Python55%
React Native3%
React.js31%
Scikit-learn5%

Questions about the Sona tech stack

What programming languages does Sona use?

The languages named in Sona job postings are Elixir (25%), Python (25%), JavaScript (25%), as a share of the 4 postings of the last 12 months.

What cloud and platforms does Sona use?

The cloud and platforms named in Sona job postings are GCP (1), MLFlow (1) (postings in brackets).

Is the Sona tech stack changing?

Yes. AI Agents first appeared in Sona job postings in the last six months.

How modern is the Sona tech stack?

Sona scores 81 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 Sona tech stack?

Alion reads every job posting Sona 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 24, 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, "Sona tech stack: 18 technologies from 4 job postings", as of Oct 24, 2026. https://alion.io/company/sona-5/technologies

Licence: CC BY-SA 4.0JSON