PhysicsX tech stack
PhysicsX builds mostly with Python, Go, Java, C++. Its stack also includes Kubernetes, AWS, PyTorch, SciPy. Python is named in 33 of the 43 job postings PhysicsX published in the last 12 months (77%). Counted by Alion from the job postings of PhysicsX, updated Sep 28, 2026.
What programming languages does PhysicsX use?
Python is named in 77% of job postings at PhysicsX, followed by Go (9%), Java (7%), C++ (5%).
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What frameworks and libraries does PhysicsX use?
PyTorch is named in 28% of job postings at PhysicsX, followed by SciPy (19%), Pandas (16%), FastAPI (16%).
PyTorch
12 28%
SciPy
8 19%
Pandas
7 16%
FastAPI
7 16%
NumPy
6 14%
TensorFlow
5 12%
Dask
3 7%
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What databases does PhysicsX use?
Amazon Aurora is named in 2% of job postings at PhysicsX, followed by DynamoDB (2%).
Amazon Aurora
1 2%
DynamoDB
1 2%
What cloud and platforms does PhysicsX use?
Kubernetes is named in 40% of job postings at PhysicsX, followed by AWS (33%), Azure (30%), GCP (14%).
Kubernetes
17 40%
AWS
14 33%
Azure
13 30%
GCP
6 14%
CUDA Toolkit
4 9%
Grafana
4 9%
MLFlow
4 9%
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What developer tools does PhysicsX use?
Terraform is named in 23% of job postings at PhysicsX, followed by Octopus Deploy (21%), Helm (21%), Rest API (19%).
Terraform
10 23%
Octopus Deploy
9 21%
Helm
9 21%
Rest API
8 19%
SLURM
5 12%
Crossplane
4 9%
ArgoCD
4 9%
Docker
3 7%
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What AI and ML technologies does PhysicsX use?
Claude is named in 2% of job postings at PhysicsX, followed by ResNet (2%).
Which engineering practices does PhysicsX ask for?
Machine Learning is named in 63% of job postings at PhysicsX, followed by CI/CD (26%), HPC (26%), Edge AI (16%).
CI/CD
11 26%
HPC
11 26%
Computer Vision
4 9%
Fine-tuning
4 9%
Anomaly Detection
3 7%
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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.
AI/ML
11 postingsIndustrial Engineering
9 postingsData Science
5 postingsBackend
5 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: $240k across 8 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 6 | $220k | −8% |
| Kubernetes | 5 | $250k | +4% |
| AWS | 5 | $250k | +4% |
| Azure | 5 | $250k | +4% |
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 75 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: 2; legacy ones: 0.
How common is the PhysicsX stack in its industry?
Share of the 184 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 (77%), Go (9%), Java (7%), C++ (5%), PowerShell (5%), as a share of the 43 postings of the last 12 months.
Does PhysicsX use PyTorch?
Yes. PyTorch is named in 12 of 43 job postings (28%) and required in 12 of them.
What cloud and platforms does PhysicsX use?
The cloud and platforms named in PhysicsX job postings are Kubernetes (17), AWS (14), Azure (13) (postings in brackets).
What skills do you need for a AI/ML job at PhysicsX?
AI/ML postings at PhysicsX most often require Python (8), PyTorch (7), Kubernetes (4), MLFlow (4), out of 11 postings in the last 12 months.
Is the PhysicsX tech stack changing?
Yes. Platform Engineering, GitHub Actions, Microsoft Entra ID, PowerShell first appeared in PhysicsX job postings in the last six months.
How modern is the PhysicsX tech stack?
PhysicsX scores 75 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: 2; 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 43 postings of the last 12 months and were updated on Sep 28, 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: 107 technologies from 43 job postings", as of Sep 28, 2026. https://alion.io/company/physicsx/technologies