Freenome tech stack

Freenome builds mostly with Python, C++, Java, Julia. Its stack also includes GCP, Azure, Matplotlib, NumPy. Python is named in 18 of the 22 job postings Freenome published in the last 12 months (82%). Counted by Alion from the job postings of Freenome, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
49
Postings analysed
22
Open now
15
Modernity
70 /100
New in 6 months
8

What programming languages does Freenome use?

Python is named in 82% of job postings at Freenome, followed by C++ (14%), Java (9%), Julia (5%).

Python 18 82% required in 61% · 13 open now · since Feb 2026
C++ 3 14% required in 100% · 2 open now · since Jul 2026
Java 2 9% required in 100% · 1 open now · since Jul 2026
Julia 1 5% required in 100% · since Jul 2026
SQL 1 5% required in 100% · 1 open now · since Jul 2026
PowerShell 1 5% optional · 1 open now · since Aug 2026

What frameworks and libraries does Freenome use?

Matplotlib is named in 14% of job postings at Freenome, followed by NumPy (14%), Pandas (14%), PyTorch (14%).

Matplotlib 3 14% required in 100% · 3 open now · since Jul 2026
NumPy 3 14% required in 100% · 3 open now · since Jul 2026
Pandas 3 14% required in 100% · 3 open now · since Jul 2026
PyTorch 3 14% required in 100% · 2 open now · since Jul 2026
PyTorch C++ 3 14% required in 100% · 2 open now · since Jul 2026
TensorFlow 3 14% required in 100% · 2 open now · since Jul 2026
TensorFlow C++ 3 14% required in 100% · 2 open now · since Jul 2026
Scikit-learn 2 9% required in 100% · 1 open now · since Jul 2026
Show all (13)
DeepSpeed1
Ray1
CUDA1
Triton1
XLA1

What cloud and platforms does Freenome use?

GCP is named in 36% of job postings at Freenome, followed by Azure (27%), AWS (23%), Kubernetes (14%).

GCP 8 36% required in 63% · 7 open now · since Feb 2026
Azure 6 27% required in 67% · 5 open now · since Feb 2026
AWS 5 23% required in 60% · 4 open now · since May 2026
Kubernetes 3 14% required in 100% · 2 open now · since Feb 2026
MLFlow 2 9% required in 100% · 1 open now · since Jul 2026
Flyte 2 9% optional · 2 open now · since Feb 2026
Hugging Face 1 5% required in 100% · 1 open now · since Jul 2026
Linux 1 5% required in 100% · 1 open now · since Feb 2026
Show all (13)
Spark1
Weights & Biases1
Windows1
CUDA Toolkit1
GitHub1

What developer tools does Freenome use?

Docker is named in 18% of job postings at Freenome, followed by TensorBoard (9%), Git (5%), Microsoft Excel (5%).

Docker 4 18% required in 75% · 3 open now · since May 2026
TensorBoard 2 9% required in 100% · 1 open now · since Jul 2026
Git 1 5% required in 100% · since Jul 2026
Microsoft Excel 1 5% required in 100% · since Feb 2026

Which engineering practices does Freenome ask for?

Machine Learning is named in 36% of job postings at Freenome, followed by Agentic Workflows (14%), Interpretability (9%), CI/CD (5%).

Machine Learning 8 36% required in 75% · 6 open now · since Aug 2020
Agentic Workflows 3 14% required in 100% · 2 open now · since Feb 2026
Interpretability 2 9% required in 100% · 2 open now · since Jul 2026
CI/CD 1 5% required in 100% · since Jul 2026
Context Engineering 1 5% required in 100% · 1 open now · since Feb 2026
Contrastive Learning 1 5% required in 100% · 1 open now · since Jul 2026
NLP 1 5% required in 100% · 1 open now · since Jul 2026
Platform Engineering 1 5% required in 100% · 1 open now · since Feb 2026
Show all (13)
Rollup1
SLI/SLO/SLA1
Self-Supervised Learning1
ETL/ELT1
Multimodal AI1

What does each Freenome team work with?

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

Science & Research

9 postings
Matplotlib3
NumPy3
Pandas3
Python3

AI/ML

4 postings
Python3
AWS2
Azure2
C++2
Docker2
GCP2

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How much does Freenome pay by technology?

Median stated pay of the postings that name each technology, against the median of all Freenome postings with stated pay: $227k across 19 postings.

TechnologyPostings with payMedianvs company median
Python16$227k0%
GCP7$227k0%
Azure6$237k+4%
AWS5$247k+9%

How is the Freenome 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
MatplotlibJul 2026
NumPyJul 2026
PandasJul 2026
Scikit-learnJul 2026
C++Jul 2026
PyTorchJul 2026
PyTorch C++Jul 2026
TensorFlowJul 2026

How modern is the Freenome stack?

Modern 70/100

Freenome scores 70 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 Freenome stack in its industry?

Share of the 335 companies in the same industries, whose stack Alion knows, that use each technology.

Python67%
GCP41%
Azure38%
AWS52%
C++15%
Kubernetes39%
Matplotlib2%
NumPy6%
Pandas4%
PyTorch23%

What sets Freenome apart

Matplotlib2%
Pandas4%
PyTorch C++4%
TensorFlow C++2%

Questions about the Freenome tech stack

What programming languages does Freenome use?

The languages named in Freenome job postings are Python (82%), C++ (14%), Java (9%), Julia (5%), SQL (5%), as a share of the 22 postings of the last 12 months.

Does Freenome use Matplotlib?

Yes. Matplotlib is named in 3 of 22 job postings (14%) and required in 3 of them.

What cloud and platforms does Freenome use?

The cloud and platforms named in Freenome job postings are GCP (8), Azure (6), AWS (5) (postings in brackets).

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

Science & Research postings at Freenome most often require Matplotlib (3), NumPy (3), Pandas (3), Python (3), out of 9 postings in the last 12 months.

Is the Freenome tech stack changing?

Yes. Matplotlib, NumPy, Pandas, Scikit-learn first appeared in Freenome job postings in the last six months.

How modern is the Freenome tech stack?

Freenome scores 70 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 Freenome tech stack?

Alion reads every job posting Freenome publishes and tags the technologies each one names. The figures on this page count the 22 postings of the last 12 months and were updated on Sep 27, 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, "Freenome tech stack: 49 technologies from 22 job postings", as of Sep 27, 2026. https://alion.io/company/freenome/technologies

Licence: CC BY-SA 4.0JSON