Adaptive Biotech tech stack

Adaptive Biotech builds mostly with Python, Java, C#, SQL. Its stack also includes GCP, Azure, PyTorch, PostgreSQL. Python is named in 5 of the 14 job postings Adaptive Biotech published in the last 12 months (36%). Counted by Alion from the job postings of Adaptive Biotech, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
36
Postings analysed
14
Open now
12
Modernity
75 /100
New in 6 months
8

What programming languages does Adaptive Biotech use?

Python is named in 36% of job postings at Adaptive Biotech, followed by Java (14%), C# (7%), SQL (7%).

Python 5 36% required in 100% · 4 open now · since Mar 2026
Java 2 14% required in 100% · 2 open now · since Aug 2026
C# 1 7% required in 100% · 1 open now · since Aug 2026
SQL 1 7% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Adaptive Biotech use?

PyTorch is named in 14% of job postings at Adaptive Biotech.

PyTorch 2 14% required in 100% · 1 open now · since Mar 2026

What databases does Adaptive Biotech use?

PostgreSQL is named in 7% of job postings at Adaptive Biotech, followed by Snowflake (7%).

PostgreSQL 1 7% required in 100% · 1 open now · since Jul 2026
Snowflake 1 7% required in 100% · 1 open now · since Jul 2026

What cloud and platforms does Adaptive Biotech use?

GCP is named in 29% of job postings at Adaptive Biotech, followed by Azure (21%), Active Directory (14%), Microsoft Entra ID (14%).

GCP 4 29% required in 100% · 4 open now · since Jul 2026
Azure 3 21% required in 67% · 3 open now · since Jul 2026
Active Directory 2 14% required in 50% · 2 open now · since Aug 2026
Microsoft Entra ID 2 14% required in 50% · 2 open now · since Aug 2026
Windows 2 14% required in 50% · 2 open now · since Aug 2026
AWS 1 7% required in 100% · 1 open now · since Jul 2026
Databricks 1 7% required in 100% · 1 open now · since Jul 2026
GitLab 1 7% required in 100% · 1 open now · since Aug 2026
Show all (11)
Kubernetes1
Linux1
Tableau1

What developer tools does Adaptive Biotech use?

Informatica is named in 14% of job postings at Adaptive Biotech, followed by Ansible (7%), Apache HTTP Server (7%), Chef (7%).

Informatica 2 14% required in 100% · 2 open now · since Jul 2026
Ansible 1 7% required in 100% · 1 open now · since Jul 2026
Apache HTTP Server 1 7% required in 100% · 1 open now · since Jul 2026
Chef 1 7% required in 100% · 1 open now · since Jul 2026
Docker 1 7% required in 100% · 1 open now · since Jul 2026
Microsoft Excel 1 7% required in 100% · 1 open now · since Jul 2026
Puppet 1 7% required in 100% · 1 open now · since Jul 2026
dbt 1 7% required in 100% · 1 open now · since Jul 2026

What AI and ML technologies does Adaptive Biotech use?

LLM is named in 7% of job postings at Adaptive Biotech.

LLM 1 7% required in 100% · 1 open now · since Jul 2026

Which engineering practices does Adaptive Biotech ask for?

Machine Learning is named in 29% of job postings at Adaptive Biotech, followed by NIST AI RMF (14%), Dimensional Modeling (7%), Embeddings (7%).

Machine Learning 4 29% required in 100% · 3 open now · since Mar 2026
NIST AI RMF 2 14% required in 100% · 1 open now · since Jul 2026
Dimensional Modeling 1 7% required in 100% · 1 open now · since Jul 2026
Embeddings 1 7% required in 100% · 1 open now · since Jul 2026
Knowledge Graph 1 7% required in 100% · 1 open now · since Jul 2026
OCR 1 7% required in 100% · 1 open now · since Aug 2026
RAG 1 7% required in 100% · 1 open now · since Jul 2026
Semantic Search 1 7% required in 100% · 1 open now · since Jul 2026
Show all (9)
Semantic Search1

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How is the Adaptive Biotech 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
JavaAug 2026
Active DirectoryAug 2026
Microsoft Entra IDAug 2026
WindowsAug 2026
GCPJul 2026
NIST AI RMFJul 2026
InformaticaJul 2026
AzureJul 2026
Not named for 6 months
PyTorchMar 2026

How modern is the Adaptive Biotech stack?

Cutting-edge AI adopter 75/100

Adaptive Biotech scores 75 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 Adaptive Biotech stack in its industry?

Share of the 224 companies in the same industries, whose stack Alion knows, that use each technology.

Python45%
GCP25%
Azure23%
Active Directory7%
Java11%
Microsoft Entra ID6%
PyTorch8%
Windows23%
AWS30%
C#13%

Questions about the Adaptive Biotech tech stack

What programming languages does Adaptive Biotech use?

The languages named in Adaptive Biotech job postings are Python (36%), Java (14%), C# (7%), SQL (7%), as a share of the 14 postings of the last 12 months.

Does Adaptive Biotech use PyTorch?

Yes. PyTorch is named in 2 of 14 job postings (14%) and required in 2 of them.

What cloud and platforms does Adaptive Biotech use?

The cloud and platforms named in Adaptive Biotech job postings are GCP (4), Azure (3), Active Directory (2) (postings in brackets).

Is the Adaptive Biotech tech stack changing?

Yes. Java, Active Directory, Microsoft Entra ID, Windows first appeared in Adaptive Biotech job postings in the last six months.

How modern is the Adaptive Biotech tech stack?

Adaptive Biotech scores 75 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 Adaptive Biotech tech stack?

Alion reads every job posting Adaptive Biotech publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Sep 30, 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, "Adaptive Biotech tech stack: 36 technologies from 14 job postings", as of Sep 30, 2026. https://alion.io/company/adaptivebiotech/technologies

Licence: CC BY-SA 4.0JSON