Manifold Bio
Drug Discovery

Manifold Bio tech stack

Manifold Bio builds mostly with Python. Its stack also includes AWS, GCP, JAX, NumPy. Python is named in 2 of the 6 job postings Manifold Bio published in the last 12 months (33%). Counted by Alion from the job postings of Manifold Bio, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
21
Postings analysed
6
Open now
6
Modernity
73 /100
New in 6 months
1

What programming languages does Manifold Bio use?

Python is named in 33% of job postings at Manifold Bio.

Python 2 33% required in 100% · 2 open now · since Apr 2026

What frameworks and libraries does Manifold Bio use?

JAX is named in 17% of job postings at Manifold Bio, followed by NumPy (17%), Pandas (17%), PyTorch (17%).

JAX 1 17% required in 100% · 1 open now · since Apr 2026
NumPy 1 17% required in 100% · 1 open now · since Apr 2026
Pandas 1 17% required in 100% · 1 open now · since Apr 2026
PyTorch 1 17% required in 100% · 1 open now · since Apr 2026
Scikit-learn 1 17% required in 100% · 1 open now · since Apr 2026

What cloud and platforms does Manifold Bio use?

AWS is named in 33% of job postings at Manifold Bio, followed by GCP (33%), Unix (17%), Kubernetes (17%).

AWS 2 33% optional · 2 open now · since Apr 2026
GCP 2 33% optional · 2 open now · since Apr 2026
Unix 1 17% required in 100% · 1 open now · since May 2026
Kubernetes 1 17% optional · 1 open now · since Apr 2026

What developer tools does Manifold Bio use?

Benchling is named in 33% of job postings at Manifold Bio, followed by Git (17%), Docker (17%), GraphPad Prism (17%).

Benchling 2 33% required in 50% · 2 open now · since Sep 2026
Git 1 17% required in 100% · 1 open now · since Apr 2026
Docker 1 17% optional · 1 open now · since Apr 2026
GraphPad Prism 1 17% optional · 1 open now · since Sep 2026
LIMS 1 17% optional · 1 open now · since Sep 2026

Which engineering practices does Manifold Bio ask for?

AI Agents is named in 33% of job postings at Manifold Bio, followed by Machine Learning (33%), Antibody Engineering (33%), Next-Generation Sequencing (17%).

AI Agents 2 33% required in 100% · 2 open now · since May 2026
Machine Learning 2 33% required in 100% · 2 open now · since Apr 2026
Antibody Engineering 2 33% required in 50% · 2 open now · since Mar 2026
Next-Generation Sequencing 1 17% required in 100% · 1 open now · since May 2026
Confocal Microscopy 1 17% optional · 1 open now · since Sep 2026
ETL/ELT 1 17% optional · 1 open now · since Apr 2026

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How is the Manifold 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
BenchlingSep 2026
Not named for 6 months
AI AgentsMay 2026
Machine LearningMay 2026
PythonMay 2026
Antibody EngineeringMay 2026
AWSMay 2026
GCPMay 2026

How modern is the Manifold Bio stack?

Modern 73/100

Manifold Bio scores 73 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 Manifold Bio stack in its industry?

Share of the 209 companies in the same industries, whose stack Alion knows, that use each technology.

AWS26%
GCP42%
Python48%
JAX7%
Kubernetes15%
NumPy9%
Pandas4%
PyTorch20%
Scikit-learn6%
Unix3%

Questions about the Manifold Bio tech stack

What programming languages does Manifold Bio use?

The languages named in Manifold Bio job postings are Python (33%), as a share of the 6 postings of the last 12 months.

What cloud and platforms does Manifold Bio use?

The cloud and platforms named in Manifold Bio job postings are AWS (2), GCP (2), Unix (1) (postings in brackets).

Is the Manifold Bio tech stack changing?

Yes. Benchling first appeared in Manifold Bio job postings in the last six months.

How modern is the Manifold Bio tech stack?

Manifold Bio scores 73 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 Manifold Bio tech stack?

Alion reads every job posting Manifold Bio 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 12, 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, "Manifold Bio tech stack: 21 technologies from 6 job postings", as of Nov 12, 2026. https://alion.io/company/manifold-bio/technologies

Licence: CC BY-SA 4.0JSON