Axiom Bio
Drug Discovery AI · Drug Discovery

Axiom Bio tech stack

Axiom Bio builds mostly with Python, SQL, TypeScript, JavaScript. Its stack also includes NumPy, AWS, DuckDB, Amazon S3. Python is named in 12 of the 15 job postings Axiom Bio published in the last 12 months (80%). Counted by Alion from the job postings of Axiom Bio, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
50
Postings analysed
15
Open now
9
Modernity
76 /100
New in 6 months
4

What programming languages does Axiom Bio use?

Python is named in 80% of job postings at Axiom Bio, followed by SQL (47%), TypeScript (13%), JavaScript (13%).

Python 12 80% required in 100% · 8 open now · since Jul 2026
SQL 7 47% required in 100% · 5 open now · since Jul 2026
TypeScript 2 13% required in 100% · since Jul 2026
JavaScript 2 13% optional · since Jul 2026
C++ 1 7% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Axiom Bio use?

NumPy is named in 40% of job postings at Axiom Bio, followed by SciPy (13%), Scikit-learn (13%), SvelteKit (13%).

NumPy 6 40% required in 100% · 4 open now · since Jul 2026
SciPy 2 13% required in 100% · 2 open now · since Jul 2026
Scikit-learn 2 13% required in 100% · 1 open now · since Jul 2026
SvelteKit 2 13% required in 100% · since Jul 2026
Svelte 2 13% required in 50% · since Jul 2026
FastAPI 1 7% required in 100% · since Jul 2026
JAX 1 7% required in 100% · since Jul 2026
OpenCV 1 7% required in 100% · 1 open now · since Jul 2026
Show all (14)
Pandas1
Polars1
PyTorch1
React.js1
TensorFlow1
scikit-image1

What databases does Axiom Bio use?

DuckDB is named in 20% of job postings at Axiom Bio, followed by PostgreSQL (13%).

DuckDB 3 20% required in 100% · since Jul 2026
PostgreSQL 2 13% required in 100% · since Jul 2026

What cloud and platforms does Axiom Bio use?

AWS is named in 20% of job postings at Axiom Bio, followed by Amazon S3 (13%), Datadog (7%), GitHub Actions (7%).

AWS 3 20% required in 100% · since Jul 2026
Amazon S3 2 13% required in 100% · since Jul 2026
Datadog 1 7% required in 100% · since Nov 2026
GitHub Actions 1 7% required in 100% · since Nov 2026
Vercel 1 7% required in 100% · since Nov 2026

What developer tools does Axiom Bio use?

Azure Data Factory is named in 20% of job postings at Axiom Bio, followed by Docker (20%), Terraform (20%), LIMS (13%).

Azure Data Factory 3 20% required in 100% · since Jul 2026
Docker 3 20% required in 100% · since Jul 2026
Terraform 3 20% required in 100% · since Jul 2026
LIMS 2 13% required in 100% · 2 open now · since Oct 2026

What AI and ML technologies does Axiom Bio use?

LLM is named in 27% of job postings at Axiom Bio.

LLM 4 27% required in 75% · 2 open now · since Jul 2026

Which engineering practices does Axiom Bio ask for?

AI Agents is named in 100% of job postings at Axiom Bio, followed by Mass Spectrometry (87%), Reinforcement Learning (87%), Machine Learning (27%).

AI Agents 15 100% required in 100% · 9 open now · since Jul 2026
Mass Spectrometry 13 87% required in 100% · 9 open now · since Jul 2026
Reinforcement Learning 13 87% required in 100% · 9 open now · since Jul 2026
Machine Learning 4 27% required in 100% · 2 open now · since Jul 2026
Reinforcement Learning 4 27% required in 100% · 4 open now · since Oct 2026
Cell Culture 3 20% required in 100% · 3 open now · since Oct 2026
CI/CD 2 13% required in 100% · since Nov 2026
Chromatography 2 13% required in 100% · 2 open now · since Jul 2026
Show all (19)
Function Calling2
Multimodal AI2
Platform Engineering2
Computer Vision1
Contrastive Learning1
Design Controls1
Embeddings1
IAM1
Interpretability1
Multi-Agent Systems1
Self-Supervised Learning1

What does each Axiom Bio team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Science & Research

5 postings
Python5
SQL4
NumPy3

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How is the Axiom Bio 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
CI/CDNov 2026
Reinforcement LearningOct 2026
Cell CultureOct 2026
LIMSOct 2026

How modern is the Axiom Bio stack?

Cutting-edge AI adopter 76/100

Axiom Bio scores 76 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 Axiom Bio stack in its industry?

Share of the 260 companies in the same industries, whose stack Alion knows, that use each technology.

Python51%
SQL17%
NumPy8%
LLM22%
AWS29%
DuckDB2%
Amazon S34%
JavaScript12%
PostgreSQL10%
SciPy5%

What sets Axiom Bio apart

DuckDB2%

Questions about the Axiom Bio tech stack

What programming languages does Axiom Bio use?

The languages named in Axiom Bio job postings are Python (80%), SQL (47%), TypeScript (13%), JavaScript (13%), C++ (7%), as a share of the 15 postings of the last 12 months.

Does Axiom Bio use NumPy?

Yes. NumPy is named in 6 of 15 job postings (40%) and required in 6 of them.

What cloud and platforms does Axiom Bio use?

The cloud and platforms named in Axiom Bio job postings are AWS (3), Amazon S3 (2), Datadog (1) (postings in brackets).

What skills do you need for a Science & Research job at Axiom Bio?

Science & Research postings at Axiom Bio most often require Python (5), SQL (4), NumPy (3), out of 5 postings in the last 12 months.

Is the Axiom Bio tech stack changing?

Yes. CI/CD, Reinforcement Learning, Cell Culture, LIMS first appeared in Axiom Bio job postings in the last six months.

How modern is the Axiom Bio tech stack?

Axiom Bio scores 76 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 Axiom Bio tech stack?

Alion reads every job posting Axiom Bio publishes and tags the technologies each one names. The figures on this page count the 15 postings of the last 12 months and were updated on Nov 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, "Axiom Bio tech stack: 50 technologies from 15 job postings", as of Nov 11, 2026. https://alion.io/company/axi-om/technologies

Licence: CC BY-SA 4.0JSON