PhysicsX tech stack
PhysicsX builds mostly with Python, Go, Java, C++. Its stack also includes Kubernetes, AWS, PyTorch, SciPy. Python is named in 42 of the 63 job postings PhysicsX published in the last 12 months (67%). Counted by Alion from the job postings of PhysicsX, updated Nov 13, 2026.
What programming languages does PhysicsX use?
Python is named in 67% of job postings at PhysicsX, followed by Go (10%), Java (8%), C++ (6%).
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What frameworks and libraries does PhysicsX use?
PyTorch is named in 21% of job postings at PhysicsX, followed by SciPy (16%), Pandas (13%), FastAPI (13%).
PyTorch
13 21%
SciPy
10 16%
Pandas
8 13%
FastAPI
8 13%
NumPy
7 11%
TensorFlow
6 10%
JAX
5 8%
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What databases does PhysicsX use?
Amazon Aurora is named in 2% of job postings at PhysicsX, followed by DynamoDB (2%), Pinecone (2%), Weaviate (2%).
What cloud and platforms does PhysicsX use?
Kubernetes is named in 33% of job postings at PhysicsX, followed by AWS (27%), Azure (25%), GCP (11%).
Kubernetes
21 33%
AWS
17 27%
Azure
16 25%
GCP
7 11%
GitHub
4 6%
Kubeflow
3 5%
Spark
3 5%
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What developer tools does PhysicsX use?
Helm is named in 19% of job postings at PhysicsX, followed by Terraform (19%), CATIA (14%), Octopus Deploy (14%).
Helm
12 19%
Terraform
12 19%
Octopus Deploy
9 14%
Docker
7 11%
ArgoCD
6 10%
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What AI and ML technologies does PhysicsX use?
LLM is named in 5% of job postings at PhysicsX, followed by Claude (2%), ResNet (2%).
Which engineering practices does PhysicsX ask for?
Machine Learning is named in 59% of job postings at PhysicsX, followed by HPC (24%), CI/CD (21%), AI Agents (11%).
HPC
15 24%
CI/CD
13 21%
AI Agents
7 11%
Computer Vision
5 8%
GitOps
5 8%
Platform Engineering
4 6%
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What does each PhysicsX team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Industrial Engineering
15 postingsAI/ML
14 postingsBackend
5 postingsData Science
4 postingsSupport
4 postingsHow does your stack fit PhysicsX?
How much does PhysicsX pay by technology?
Median stated pay of the postings that name each technology, against the median of all PhysicsX postings with stated pay: $225k across 10 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 6 | $220k | −2% |
| Kubernetes | 5 | $250k | +11% |
| AWS | 5 | $250k | +11% |
| Azure | 5 | $250k | +11% |
How is the PhysicsX 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.
How modern is the PhysicsX stack?
PhysicsX 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: 3; legacy ones: 0.
How common is the PhysicsX stack in its industry?
Share of the 454 companies in the same industries, whose stack Alion knows, that use each technology.
What sets PhysicsX apart
Companies with a stack like PhysicsX
Questions about the PhysicsX tech stack
What programming languages does PhysicsX use?
The languages named in PhysicsX job postings are Python (67%), Go (10%), Java (8%), C++ (6%), Rust (5%), as a share of the 63 postings of the last 12 months.
Does PhysicsX use PyTorch?
Yes. PyTorch is named in 13 of 63 job postings (21%) and required in 13 of them.
What cloud and platforms does PhysicsX use?
The cloud and platforms named in PhysicsX job postings are Kubernetes (21), AWS (17), Azure (16) (postings in brackets).
What skills do you need for a Industrial Engineering job at PhysicsX?
Industrial Engineering postings at PhysicsX most often require Python (12), CATIA (9), OpenFOAM (7), STAR-CCM+ (7), out of 15 postings in the last 12 months.
Is the PhysicsX tech stack changing?
Yes. Post-training, Amazon EKS, Azure AKS, Git first appeared in PhysicsX job postings in the last six months.
How modern is the PhysicsX tech stack?
PhysicsX 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: 3; legacy ones: 0.
How does Alion know the PhysicsX tech stack?
Alion reads every job posting PhysicsX publishes and tags the technologies each one names. The figures on this page count the 63 postings of the last 12 months and were updated on Nov 13, 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, "PhysicsX tech stack: 146 technologies from 63 job postings", as of Nov 13, 2026. https://alion.io/company/physicsx/technologies