Astera Institute tech stack

Astera Institute builds mostly with Python, MATLAB, C++, Node JS. Its stack also includes PyTorch, JAX, Linux, CUDA Toolkit. Python is named in 15 of the 36 job postings Astera Institute published in the last 12 months (42%). Counted by Alion from the job postings of Astera Institute, updated Oct 1, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 1, 2026
Technologies in use
55
Postings analysed
36
Open now
31
Modernity
76 /100
New in 6 months
8

What programming languages does Astera Institute use?

Python is named in 42% of job postings at Astera Institute, followed by MATLAB (19%), C++ (11%), Node JS (3%).

Python 15 42% required in 80% · 14 open now · since Jan 2026
MATLAB 7 19% required in 100% · 6 open now · since Apr 2026
C++ 4 11% required in 50% · 4 open now · since May 2026
Node JS 1 3% required in 100% · 1 open now · since Jun 2026
SQL 1 3% required in 100% · 1 open now · since Jun 2026
TypeScript 1 3% required in 100% · 1 open now · since Jun 2026
C# 1 3% optional · 1 open now · since Jun 2026
JavaScript 1 3% optional · 1 open now · since Jun 2026
Show all (9)
Rust1

What frameworks and libraries does Astera Institute use?

PyTorch is named in 22% of job postings at Astera Institute, followed by JAX (17%), CUDA (8%), PyTorch C++ (6%).

PyTorch 8 22% required in 75% · 8 open now · since Feb 2026
JAX 6 17% required in 83% · 6 open now · since Feb 2026
CUDA 3 8% required in 33% · 3 open now · since Mar 2026
PyTorch C++ 2 6% required in 50% · 2 open now · since May 2026
Unity 2 6% required in 50% · 2 open now · since May 2026
Express 1 3% required in 100% · 1 open now · since Jun 2026
MuJoCo 1 3% required in 100% · 1 open now · since May 2026
NumPy 1 3% required in 100% · 1 open now · since Jun 2026
Show all (14)
Plotly1
Ray1
React.js1
SciPy1
Transformers1
Triton1

What cloud and platforms does Astera Institute use?

Linux is named in 8% of job postings at Astera Institute, followed by CUDA Toolkit (8%), GitHub (3%), Grafana (3%).

Linux 3 8% required in 67% · 3 open now · since Jan 2026
CUDA Toolkit 3 8% required in 33% · 3 open now · since Mar 2026
GitHub 1 3% required in 100% · 1 open now · since Aug 2026
Grafana 1 3% required in 100% · 1 open now · since Jan 2026
Kubernetes 1 3% required in 100% · 1 open now · since Jan 2026
RTOS 1 3% required in 100% · 1 open now · since Aug 2026
Prefect 1 3% optional · 1 open now · since Jun 2026

What developer tools does Astera Institute use?

Git is named in 6% of job postings at Astera Institute, followed by Ansible (3%), Docker (3%), Prisma (3%).

Git 2 6% required in 50% · 2 open now · since Jun 2026
Ansible 1 3% required in 100% · 1 open now · since Jan 2026
Docker 1 3% required in 100% · 1 open now · since Jan 2026
Prisma 1 3% required in 100% · 1 open now · since Jun 2026
Prometheus 1 3% required in 100% · 1 open now · since Jan 2026
Sketch 1 3% required in 100% · 1 open now · since Jul 2026

What AI and ML technologies does Astera Institute use?

LLM is named in 8% of job postings at Astera Institute.

LLM 3 8% required in 100% · 2 open now · since Jul 2026

Which engineering practices does Astera Institute ask for?

Machine Learning is named in 44% of job postings at Astera Institute, followed by Post-training (11%), World Models (11%), Diffusion Models (8%).

Machine Learning 16 44% required in 94% · 13 open now · since Feb 2026
Post-training 4 11% required in 100% · 3 open now · since Jul 2026
World Models 4 11% required in 100% · 4 open now · since Feb 2026
Diffusion Models 3 8% required in 100% · 2 open now · since Jul 2026
Multimodal AI 3 8% required in 100% · 2 open now · since Jun 2026
Reinforcement Learning 3 8% required in 100% · 2 open now · since Jul 2026
AI Agents 2 6% required in 100% · 1 open now · since Sep 2026
Agentic Workflows 2 6% required in 100% · 1 open now · since Sep 2026
Show all (18)
Embeddings2
Knowledge Graph2
LLM Guardrails2
Interpretability2
CI/CD1
Computer Vision1
Fine-tuning1
In-Context Learning1
Red Teaming1
Self-Supervised Learning1

What does each Astera Institute team work with?

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

AI/ML

13 postings
PyTorch5
JAX4
Python4
MATLAB3

Data Science

5 postings
MATLAB3
Python3

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How much does Astera Institute pay by technology?

Median stated pay of the postings that name each technology, against the median of all Astera Institute postings with stated pay: $220k across 36 postings.

TechnologyPostings with payMedianvs company median
Python15$220k0%
PyTorch8$300k+36%
MATLAB7$220k0%
JAX6$300k+36%

How is the Astera Institute 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
AI AgentsSep 2026
Agentic WorkflowsSep 2026
LLM GuardrailsSep 2026
Knowledge GraphAug 2026
Post-trainingJul 2026
Diffusion ModelsJul 2026
Reinforcement LearningJul 2026
LLMJul 2026
Not named for 6 months
World ModelsFeb 2026

How modern is the Astera Institute stack?

Cutting-edge AI adopter 76/100

Astera Institute scores 76 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 Astera Institute stack in its industry?

Share of the 412 companies in the same industries, whose stack Alion knows, that use each technology.

Python43%
PyTorch16%
MATLAB7%
JAX9%
C++16%
CUDA6%
CUDA Toolkit7%
LLM23%
Linux19%
PyTorch C++7%

Questions about the Astera Institute tech stack

What programming languages does Astera Institute use?

The languages named in Astera Institute job postings are Python (42%), MATLAB (19%), C++ (11%), Node JS (3%), SQL (3%), as a share of the 36 postings of the last 12 months.

Does Astera Institute use PyTorch?

Yes. PyTorch is named in 8 of 36 job postings (22%) and required in 6 of them.

What cloud and platforms does Astera Institute use?

The cloud and platforms named in Astera Institute job postings are Linux (3), CUDA Toolkit (3), GitHub (1) (postings in brackets).

What skills do you need for a AI/ML job at Astera Institute?

AI/ML postings at Astera Institute most often require PyTorch (5), JAX (4), Python (4), MATLAB (3), out of 13 postings in the last 12 months.

Is the Astera Institute tech stack changing?

Yes. AI Agents, Agentic Workflows, LLM Guardrails, Knowledge Graph first appeared in Astera Institute job postings in the last six months.

How modern is the Astera Institute tech stack?

Astera Institute scores 76 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 Astera Institute tech stack?

Alion reads every job posting Astera Institute publishes and tags the technologies each one names. The figures on this page count the 36 postings of the last 12 months and were updated on Oct 1, 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, "Astera Institute tech stack: 55 technologies from 36 job postings", as of Oct 1, 2026. https://alion.io/company/asterainstitute/technologies

Licence: CC BY-SA 4.0JSON