Preferred Networks tech stack
Preferred Networks builds mostly with Python, C++, Java, Rust. Its stack also includes AWS, Linux, Scikit-learn, PyTorch. Python is named in 30 of the 56 job postings Preferred Networks published in the last 12 months (54%). Counted by Alion from the job postings of Preferred Networks, updated Nov 14, 2026.
What programming languages does Preferred Networks use?
Python is named in 54% of job postings at Preferred Networks, followed by C++ (41%), Java (27%), Rust (14%).
Python
30 54%
C++
23 41%
Java
15 27%
Rust
8 14%
C#
5 9%
TypeScript
3 5%
Node JS
2 4%
PowerShell
2 4%
Show all (15)
What frameworks and libraries does Preferred Networks use?
Scikit-learn is named in 13% of job postings at Preferred Networks, followed by PyTorch (9%), DeepSpeed (5%), FSDP (5%).
Scikit-learn
7 13%
PyTorch
5 9%
DeepSpeed
3 5%
NumPy
2 4%
LangChain
2 4%
Transformers
2 4%
Show all (14)
What cloud and platforms does Preferred Networks use?
AWS is named in 21% of job postings at Preferred Networks, followed by Linux (20%), GCP (18%), Unix (16%).
Show all (20)
What developer tools does Preferred Networks use?
AWS CDK is named in 5% of job postings at Preferred Networks, followed by Git (5%), Terraform (5%), InfiniBand (4%).
AWS CDK
3 5%
Git
3 5%
Terraform
3 5%
Jupyter Notebook
1 2%
Semantic Kernel
1 2%
Show all (10)
What AI and ML technologies does Preferred Networks use?
LLM is named in 52% of job postings at Preferred Networks, followed by VLM (9%), Qwen (7%), LLaVA (2%).
Which engineering practices does Preferred Networks ask for?
Machine Learning is named in 20% of job postings at Preferred Networks, followed by HPC (9%), Multimodal AI (7%), Post-training (7%).
HPC
5 9%
Multimodal AI
4 7%
RAG
3 5%
CI/CD
3 5%
AI Agents
2 4%
Show all (31)
What does each Preferred Networks team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
28 postingsHow does your stack fit Preferred Networks?
How modern is the Preferred Networks stack?
Preferred Networks scores 83 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: 4; legacy ones: 0.
How common is the Preferred Networks stack in its industry?
Share of the 375 companies in the same industries, whose stack Alion knows, that use each technology.
Companies with a stack like Preferred Networks
StepFun
58 shared technologies
Scale AI
63 shared technologies
Horizon Robotics
56 shared technologies
Agency for Science, Technology and Research
70 shared technologies
Mistral AI
58 shared technologies
Centific
56 shared technologies
Cerebras Systems
59 shared technologies
Huawei Technologies
67 shared technologies
Questions about the Preferred Networks tech stack
What programming languages does Preferred Networks use?
The languages named in Preferred Networks job postings are Python (54%), C++ (41%), Java (27%), Rust (14%), C# (9%), as a share of the 56 postings of the last 12 months.
Does Preferred Networks use Scikit-learn?
Yes. Scikit-learn is named in 7 of 56 job postings (13%) and required in 1 of them.
What cloud and platforms does Preferred Networks use?
The cloud and platforms named in Preferred Networks job postings are AWS (12), Linux (11), GCP (10) (postings in brackets).
What skills do you need for a AI/ML job at Preferred Networks?
AI/ML postings at Preferred Networks most often require Python (20), LLM (15), C++ (14), Java (10), out of 28 postings in the last 12 months.
Is the Preferred Networks tech stack changing?
No new technology has appeared in Preferred Networks job postings in the last six months.
How modern is the Preferred Networks tech stack?
Preferred Networks scores 83 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: 4; legacy ones: 0.
How does Alion know the Preferred Networks tech stack?
Alion reads every job posting Preferred Networks publishes and tags the technologies each one names. The figures on this page count the 56 postings of the last 12 months and were updated on Nov 14, 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, "Preferred Networks tech stack: 94 technologies from 56 job postings", as of Nov 14, 2026. https://alion.io/company/preferred-networks/technologies