Bios Life
Cancer Care Centers · Precision Medicine

Bios Life tech stack

Bios Life builds mostly with Python, JavaScript. Its stack also includes AWS, GCP, JAX, PyTorch. AWS is named in 3 of the 6 job postings Bios Life published in the last 12 months (50%). Counted by Alion from the job postings of Bios Life, updated Nov 10, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 10, 2026
Technologies in use
25
Postings analysed
6
Open now
5
Modernity
74 /100

What programming languages does Bios Life use?

Python is named in 33% of job postings at Bios Life, followed by JavaScript (17%).

Python 2 33% required in 100% · 2 open now · since Oct 2026
JavaScript 1 17% optional · 1 open now · since Oct 2026

What frameworks and libraries does Bios Life use?

JAX is named in 33% of job postings at Bios Life, followed by PyTorch (33%), TensorFlow (33%), React.js (17%).

JAX 2 33% required in 100% · 2 open now · since Oct 2026
PyTorch 2 33% required in 100% · 2 open now · since Oct 2026
TensorFlow 2 33% required in 100% · 2 open now · since Oct 2026
React.js 1 17% optional · 1 open now · since Oct 2026

What cloud and platforms does Bios Life use?

AWS is named in 50% of job postings at Bios Life, followed by GCP (50%), Amazon EKS (33%), GitHub (33%).

AWS 3 50% required in 100% · 2 open now · since Oct 2026
GCP 3 50% required in 100% · 2 open now · since Oct 2026
Amazon EKS 2 33% required in 100% · 1 open now · since Oct 2026
GitHub 2 33% required in 100% · 1 open now · since Oct 2026
Google GKE 2 33% required in 100% · 1 open now · since Oct 2026
Kubernetes 2 33% required in 100% · 1 open now · since Oct 2026
Linux 2 33% required in 100% · 1 open now · since Oct 2026
Figma 1 17% required in 100% · 1 open now · since Oct 2026

What developer tools does Bios Life use?

TPU is named in 50% of job postings at Bios Life, followed by Terraform (33%), Docker (17%), Git (17%).

TPU 3 50% required in 100% · 2 open now · since Oct 2026
Terraform 2 33% required in 100% · 1 open now · since Oct 2026
Docker 1 17% required in 100% · 1 open now · since Oct 2026
Git 1 17% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Bios Life ask for?

CI/CD is named in 50% of job postings at Bios Life, followed by Machine Learning (50%), Multimodal AI (50%), IAM (33%).

CI/CD 3 50% required in 100% · 2 open now · since Oct 2026
Machine Learning 3 50% required in 100% · 3 open now · since Oct 2026
Multimodal AI 3 50% required in 100% · 3 open now · since Oct 2026
IAM 2 33% required in 100% · 1 open now · since Oct 2026
Platform Engineering 2 33% required in 100% · 1 open now · since Oct 2026
Recommender Systems 1 17% required in 100% · 1 open now · since Oct 2026
Reinforcement Learning 1 17% required in 100% · 1 open now · since Oct 2026

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How modern is the Bios Life stack?

Modern 74/100

Bios Life scores 74 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 Bios Life stack in its industry?

Share of the 126 companies in the same industries, whose stack Alion knows, that use each technology.

AWS31%
GCP33%
Amazon EKS10%
GitHub18%
Google GKE2%
JAX2%
Kubernetes21%
Linux21%
PyTorch13%
Python49%

Questions about the Bios Life tech stack

What programming languages does Bios Life use?

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

Does Bios Life use JAX?

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

What cloud and platforms does Bios Life use?

The cloud and platforms named in Bios Life job postings are AWS (3), GCP (3), Amazon EKS (2) (postings in brackets).

Is the Bios Life tech stack changing?

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

How modern is the Bios Life tech stack?

Bios Life scores 74 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 Bios Life tech stack?

Alion reads every job posting Bios Life 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 Nov 10, 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, "Bios Life tech stack: 25 technologies from 6 job postings", as of Nov 10, 2026. https://alion.io/company/bios-life/technologies

Licence: CC BY-SA 4.0JSON