Ceribell tech stack

Ceribell builds mostly with Python, C++, MATLAB. Its stack also includes GCP, Linux, Qt, Ray. Python is named in 3 of the 17 job postings Ceribell published in the last 12 months (18%). Counted by Alion from the job postings of Ceribell, updated Oct 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 11, 2026
Technologies in use
22
Postings analysed
17
Open now
9
Modernity
86 /100
New in 6 months
5

What programming languages does Ceribell use?

Python is named in 18% of job postings at Ceribell, followed by C++ (12%), MATLAB (6%).

Python 3 18% required in 100% · 3 open now · since Aug 2026
C++ 2 12% required in 100% · 1 open now · since Aug 2026
MATLAB 1 6% required in 100% · 1 open now · since Aug 2026

What frameworks and libraries does Ceribell use?

Qt is named in 6% of job postings at Ceribell, followed by Ray (6%).

Qt 1 6% required in 100% · 1 open now · since Sep 2026
Ray 1 6% required in 100% · since Jul 2026

What cloud and platforms does Ceribell use?

GCP is named in 18% of job postings at Ceribell, followed by Linux (18%), AWS (6%), Google Cloud Run (6%).

GCP 3 18% required in 100% · 2 open now · since Jul 2026
Linux 3 18% required in 100% · 1 open now · since Mar 2026
AWS 1 6% required in 100% · since Aug 2026
Google Cloud Run 1 6% required in 100% · 1 open now · since Jul 2026
Okta 1 6% required in 100% · since Aug 2026
Splunk 1 6% required in 100% · since Aug 2026

What developer tools does Ceribell use?

Microsoft Excel is named in 35% of job postings at Ceribell, followed by Git (6%).

Microsoft Excel 6 35% required in 17% · 2 open now · since Jul 2026
Git 1 6% required in 100% · since Aug 2026

What AI and ML technologies does Ceribell use?

Claude is named in 6% of job postings at Ceribell, followed by Gemini (6%), LLM (6%).

Claude 1 6% required in 100% · 1 open now · since Jul 2026
Gemini 1 6% required in 100% · 1 open now · since Jul 2026
LLM 1 6% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Ceribell ask for?

Machine Learning is named in 18% of job postings at Ceribell, followed by Time Series Forecasting (12%), Wi-Fi (12%), CI/CD (6%).

Machine Learning 3 18% required in 100% · 3 open now · since Jul 2026
Time Series Forecasting 2 12% required in 100% · 1 open now · since Mar 2026
Wi-Fi 2 12% required in 100% · 1 open now · since Mar 2026
CI/CD 1 6% required in 100% · 1 open now · since Jul 2026
IAM 1 6% required in 100% · 1 open now · since Jul 2026
Sensor Fusion 1 6% required in 100% · since Aug 2026

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How is the Ceribell 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
C++Aug 2026
PythonAug 2026
Machine LearningJul 2026
Microsoft ExcelJul 2026
GCPJul 2026

How modern is the Ceribell stack?

Cutting-edge AI adopter 86/100

Ceribell scores 86 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: 3; legacy ones: 0.

How common is the Ceribell stack in its industry?

Share of the 79 companies in the same industries, whose stack Alion knows, that use each technology.

GCP42%
Linux33%
Python53%
C++27%
AWS46%
Claude15%
Gemini8%
Google Cloud Run1%
LLM22%
MATLAB11%

Questions about the Ceribell tech stack

What programming languages does Ceribell use?

The languages named in Ceribell job postings are Python (18%), C++ (12%), MATLAB (6%), as a share of the 17 postings of the last 12 months.

Does Ceribell use GCP?

Yes. GCP is named in 3 of 17 job postings (18%) and required in 3 of them.

What cloud and platforms does Ceribell use?

The cloud and platforms named in Ceribell job postings are GCP (3), Linux (3), AWS (1) (postings in brackets).

Is the Ceribell tech stack changing?

Yes. C++, Python, Machine Learning, Microsoft Excel first appeared in Ceribell job postings in the last six months.

How modern is the Ceribell tech stack?

Ceribell scores 86 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: 3; legacy ones: 0.

How does Alion know the Ceribell tech stack?

Alion reads every job posting Ceribell publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 11, 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, "Ceribell tech stack: 22 technologies from 17 job postings", as of Oct 11, 2026. https://alion.io/company/ceribell/technologies

Licence: CC BY-SA 4.0JSON