BeyondMath tech stack

BeyondMath builds mostly with Python, C++. Its stack also includes PyTorch, JAX, AWS, Kubernetes. Python is named in 3 of the 4 job postings BeyondMath published in the last 12 months (75%). Counted by Alion from the job postings of BeyondMath, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
21
Postings analysed
4
Open now
4
Modernity
72 /100

What programming languages does BeyondMath use?

Python is named in 75% of job postings at BeyondMath, followed by C++ (50%).

Python 3 75% required in 67% · 3 open now · since Mar 2026
C++ 2 50% optional · 2 open now · since Mar 2026

What frameworks and libraries does BeyondMath use?

PyTorch is named in 75% of job postings at BeyondMath, followed by JAX (50%), TensorFlow (50%), PyTorch C++ (25%).

PyTorch 3 75% required in 67% · 3 open now · since Mar 2026
JAX 2 50% required in 100% · 2 open now · since Mar 2026
TensorFlow 2 50% required in 100% · 2 open now · since Mar 2026
PyTorch C++ 1 25% required in 100% · 1 open now · since Mar 2026
TensorFlow C++ 1 25% required in 100% · 1 open now · since Mar 2026
Transformers 1 25% required in 100% · 1 open now · since Mar 2026
CUDA 1 25% optional · 1 open now · since Mar 2026
Matplotlib 1 25% optional · 1 open now · since Mar 2026
Show all (11)
NumPy1
Plotly1
SciPy1

What cloud and platforms does BeyondMath use?

AWS is named in 25% of job postings at BeyondMath, followed by Kubernetes (25%), CUDA Toolkit (25%).

AWS 1 25% required in 100% · 1 open now · since Mar 2026
Kubernetes 1 25% required in 100% · 1 open now · since Mar 2026
CUDA Toolkit 1 25% optional · 1 open now · since Mar 2026

What developer tools does BeyondMath use?

Docker is named in 25% of job postings at BeyondMath.

Docker 1 25% required in 100% · 1 open now · since Mar 2026

Which engineering practices does BeyondMath ask for?

Machine Learning is named in 75% of job postings at BeyondMath, followed by HPC (50%), Diffusion Models (25%), Edge AI (25%).

Machine Learning 3 75% required in 100% · 3 open now · since Mar 2026
HPC 2 50% required in 50% · 2 open now · since Mar 2026
Diffusion Models 1 25% required in 100% · 1 open now · since Mar 2026
Edge AI 1 25% required in 100% · 1 open now · since Mar 2026

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How is the BeyondMath 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.

Not named for 6 months
PyTorchMar 2026
Machine LearningMar 2026
PythonMar 2026
JAXMar 2026
TensorFlowMar 2026
HPCMar 2026
C++Mar 2026

How modern is the BeyondMath stack?

Modern 72/100

BeyondMath scores 72 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 BeyondMath stack in its industry?

Share of the 123 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch35%
Python75%
C++46%
JAX11%
TensorFlow24%
AWS52%
CUDA24%
CUDA Toolkit24%
Kubernetes49%
Matplotlib6%

Questions about the BeyondMath tech stack

What programming languages does BeyondMath use?

The languages named in BeyondMath job postings are Python (75%), C++ (50%), as a share of the 4 postings of the last 12 months.

Does BeyondMath use PyTorch?

Yes. PyTorch is named in 3 of 4 job postings (75%) and required in 2 of them.

What cloud and platforms does BeyondMath use?

The cloud and platforms named in BeyondMath job postings are AWS (1), Kubernetes (1), CUDA Toolkit (1) (postings in brackets).

Is the BeyondMath tech stack changing?

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

How modern is the BeyondMath tech stack?

BeyondMath scores 72 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 BeyondMath tech stack?

Alion reads every job posting BeyondMath publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 17, 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, "BeyondMath tech stack: 21 technologies from 4 job postings", as of Oct 17, 2026. https://alion.io/company/beyondmath/technologies

Licence: CC BY-SA 4.0JSON