Oncoshot
Health Data & Interoperability · Clinical Trial Software

Oncoshot tech stack

Oncoshot builds mostly with Python, JavaScript, SQL. Its stack also includes GCP, GitHub, Bootstrap, FastAPI. GCP is named in 3 of the 3 job postings Oncoshot published in the last 12 months (100%). Counted by Alion from the job postings of Oncoshot, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
21
Postings analysed
3
Open now
3
Modernity
78 /100

What programming languages does Oncoshot use?

Python is named in 67% of job postings at Oncoshot, followed by JavaScript (33%), SQL (33%).

Python 2 67% required in 50% · 2 open now · since Oct 2026
JavaScript 1 33% optional · 1 open now · since Oct 2026
SQL 1 33% optional · 1 open now · since Oct 2026

What frameworks and libraries does Oncoshot use?

Bootstrap is named in 33% of job postings at Oncoshot, followed by FastAPI (33%), SciPy (33%), Scikit-learn (33%).

Bootstrap 1 33% optional · 1 open now · since Oct 2026
FastAPI 1 33% optional · 1 open now · since Oct 2026
SciPy 1 33% optional · 1 open now · since Oct 2026
Scikit-learn 1 33% optional · 1 open now · since Oct 2026
Statsmodels 1 33% optional · 1 open now · since Oct 2026

What cloud and platforms does Oncoshot use?

GCP is named in 100% of job postings at Oncoshot, followed by GitHub (67%), AWS (67%), Azure (67%).

GCP 3 100% optional · 3 open now · since Oct 2026
GitHub 2 67% required in 100% · 2 open now · since Oct 2026
AWS 2 67% optional · 2 open now · since Oct 2026
Azure 2 67% optional · 2 open now · since Oct 2026
Hugging Face 1 33% optional · 1 open now · since Oct 2026
vLLM 1 33% optional · 1 open now · since Oct 2026

What developer tools does Oncoshot use?

Git is named in 33% of job postings at Oncoshot.

Git 1 33% optional · 1 open now · since Oct 2026

What AI and ML technologies does Oncoshot use?

LLM is named in 67% of job postings at Oncoshot.

LLM 2 67% required in 100% · 2 open now · since Oct 2026

Which engineering practices does Oncoshot ask for?

NLP is named in 67% of job postings at Oncoshot, followed by LLM Evaluation (33%), Synthetic Data (33%), Machine Learning (33%).

NLP 2 67% optional · 2 open now · since Oct 2026
LLM Evaluation 1 33% required in 100% · 1 open now · since Oct 2026
Synthetic Data 1 33% required in 100% · 1 open now · since Oct 2026
Machine Learning 1 33% optional · 1 open now · since Oct 2026
Structured Outputs 1 33% optional · 1 open now · since Oct 2026

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How modern is the Oncoshot stack?

Cutting-edge AI adopter 78/100

Oncoshot scores 78 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 Oncoshot stack in its industry?

Share of the 578 companies in the same industries, whose stack Alion knows, that use each technology.

GCP38%
AWS53%
Azure36%
GitHub22%
LLM44%
Python65%
Bootstrap2%
FastAPI15%
Hugging Face7%
JavaScript49%

Questions about the Oncoshot tech stack

What programming languages does Oncoshot use?

The languages named in Oncoshot job postings are Python (67%), JavaScript (33%), SQL (33%), as a share of the 3 postings of the last 12 months.

Does Oncoshot use GitHub?

Yes. GitHub is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does Oncoshot use?

The cloud and platforms named in Oncoshot job postings are GCP (3), GitHub (2), AWS (2) (postings in brackets).

Is the Oncoshot tech stack changing?

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

How modern is the Oncoshot tech stack?

Oncoshot scores 78 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 Oncoshot tech stack?

Alion reads every job posting Oncoshot publishes and tags the technologies each one names. The figures on this page count the 3 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, "Oncoshot tech stack: 21 technologies from 3 job postings", as of Nov 11, 2026. https://alion.io/company/oncoshot/technologies

Licence: CC BY-SA 4.0JSON