Perfios tech stack

Perfios builds mostly with Python, C++. Its stack also includes PyTorch, TensorFlow, Chroma, Weaviate. Python is named in 3 of the 3 job postings Perfios published in the last 12 months (100%). Counted by Alion from the job postings of Perfios, updated Oct 16, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 16, 2026
Technologies in use
43
Postings analysed
3
Open now
3
Modernity
83 /100

What programming languages does Perfios use?

Python is named in 100% of job postings at Perfios, followed by C++ (33%).

Python 3 100% required in 100% · 3 open now · since Oct 2026
C++ 1 33% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Perfios use?

PyTorch is named in 100% of job postings at Perfios, followed by TensorFlow (100%), Transformers (67%), FAISS (67%).

PyTorch 3 100% required in 100% · 3 open now · since Oct 2026
TensorFlow 3 100% required in 100% · 3 open now · since Oct 2026
Transformers 2 67% required in 100% · 2 open now · since Oct 2026
FAISS 2 67% optional · 2 open now · since Oct 2026
LangChain 2 67% optional · 2 open now · since Oct 2026
LangGraph 2 67% optional · 2 open now · since Oct 2026
CUDA 1 33% required in 100% · 1 open now · since Oct 2026
Django 1 33% required in 100% · 1 open now · since Oct 2026
Show all (14)
Flask1
NumPy1
OpenCV1
Pandas1
PyTorch C++1
TensorFlow C++1

What databases does Perfios use?

Chroma is named in 67% of job postings at Perfios, followed by Weaviate (67%), LanceDB (33%).

Chroma 2 67% optional · 2 open now · since Oct 2026
Weaviate 2 67% optional · 2 open now · since Oct 2026
LanceDB 1 33% optional · 1 open now · since Oct 2026

What cloud and platforms does Perfios use?

CUDA Toolkit is named in 33% of job postings at Perfios.

CUDA Toolkit 1 33% required in 100% · 1 open now · since Oct 2026

What developer tools does Perfios use?

Git is named in 33% of job postings at Perfios, followed by ONNX (33%), OpenVINO (33%), TensorRT (33%).

Git 1 33% required in 100% · 1 open now · since Oct 2026
ONNX 1 33% required in 100% · 1 open now · since Oct 2026
OpenVINO 1 33% required in 100% · 1 open now · since Oct 2026
TensorRT 1 33% required in 100% · 1 open now · since Oct 2026
Model Context Protocol 1 33% optional · 1 open now · since Oct 2026

What AI and ML technologies does Perfios use?

LoRA is named in 67% of job postings at Perfios, followed by PEFT (67%), QLoRA (67%), LLM (33%).

LoRA 2 67% optional · 2 open now · since Oct 2026
PEFT 2 67% optional · 2 open now · since Oct 2026
QLoRA 2 67% optional · 2 open now · since Oct 2026
LLM 1 33% optional · 1 open now · since Oct 2026

Which engineering practices does Perfios ask for?

Data Augmentation is named in 100% of job postings at Perfios, followed by Synthetic Data (100%), Embeddings (67%), NER (67%).

Data Augmentation 3 100% required in 100% · 3 open now · since Oct 2026
Synthetic Data 3 100% required in 100% · 3 open now · since Oct 2026
Embeddings 2 67% required in 100% · 2 open now · since Oct 2026
NER 2 67% required in 100% · 2 open now · since Oct 2026
NLP 2 67% required in 100% · 2 open now · since Oct 2026
Sentiment Analysis 2 67% required in 100% · 2 open now · since Oct 2026
Machine Learning 2 67% required in 50% · 2 open now · since Oct 2026
Fine-tuning 2 67% optional · 2 open now · since Oct 2026
Show all (14)
Multi-Agent Systems2
RAG2
CNN1
Computer Vision1
SLI/SLO/SLA1
Speculative Decoding1

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How modern is the Perfios stack?

Cutting-edge AI adopter 83/100

Perfios 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.

Questions about the Perfios tech stack

What programming languages does Perfios use?

The languages named in Perfios job postings are Python (100%), C++ (33%), as a share of the 3 postings of the last 12 months.

Does Perfios use PyTorch?

Yes. PyTorch is named in 3 of 3 job postings (100%) and required in 3 of them.

What cloud and platforms does Perfios use?

The cloud and platforms named in Perfios job postings are CUDA Toolkit (1) (postings in brackets).

Is the Perfios tech stack changing?

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

How modern is the Perfios tech stack?

Perfios 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 Perfios tech stack?

Alion reads every job posting Perfios publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 16, 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, "Perfios tech stack: 43 technologies from 3 job postings", as of Oct 16, 2026. https://alion.io/company/perfios-2/technologies

Licence: CC BY-SA 4.0JSON