Russian Railways tech stack

Russian Railways builds mostly with Python. Its stack also includes PostgreSQL, Dify, GitHub, Chroma. Python is named in 2 of the 4 job postings Russian Railways published in the last 12 months (50%). Counted by Alion from the job postings of Russian Railways, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
39
Postings analysed
4
Open now
4
Modernity
86 /100

What programming languages does Russian Railways use?

Python is named in 50% of job postings at Russian Railways.

Python 2 50% required in 100% · 2 open now · since Oct 2026

What frameworks and libraries does Russian Railways use?

Aiohttp is named in 25% of job postings at Russian Railways, followed by FastAPI (25%), LangChain (25%), LlamaIndex (25%).

Aiohttp 1 25% required in 100% · 1 open now · since Oct 2026
FastAPI 1 25% required in 100% · 1 open now · since Oct 2026
LangChain 1 25% required in 100% · 1 open now · since Oct 2026
LlamaIndex 1 25% required in 100% · 1 open now · since Oct 2026
TensorRT-LLM 1 25% optional · 1 open now · since Oct 2026
pgvector 1 25% optional · 1 open now · since Oct 2026

What databases does Russian Railways use?

PostgreSQL is named in 50% of job postings at Russian Railways, followed by Chroma (25%), Milvus (25%), Qdrant (25%).

PostgreSQL 2 50% required in 100% · 2 open now · since Oct 2026
Chroma 1 25% optional · 1 open now · since Oct 2026
Milvus 1 25% optional · 1 open now · since Oct 2026
Qdrant 1 25% optional · 1 open now · since Oct 2026

What cloud and platforms does Russian Railways use?

Dify is named in 25% of job postings at Russian Railways, followed by GitHub (25%), Linux (25%), Ollama (25%).

Dify 1 25% required in 100% · 1 open now · since Oct 2026
GitHub 1 25% required in 100% · 1 open now · since Oct 2026
Linux 1 25% required in 100% · 1 open now · since Oct 2026
Ollama 1 25% required in 100% · 1 open now · since Oct 2026
OpenAI 1 25% required in 100% · 1 open now · since Oct 2026
TGI 1 25% required in 100% · 1 open now · since Oct 2026
vLLM 1 25% required in 100% · 1 open now · since Oct 2026

What developer tools does Russian Railways use?

Docker is named in 50% of job postings at Russian Railways, followed by AnythingLLM (25%), FortiGate (25%), GGUF (25%).

Docker 2 50% required in 100% · 2 open now · since Oct 2026
AnythingLLM 1 25% required in 100% · 1 open now · since Oct 2026
FortiGate 1 25% required in 100% · 1 open now · since Oct 2026
GGUF 1 25% required in 100% · 1 open now · since Oct 2026
Open WebUI 1 25% required in 100% · 1 open now · since Oct 2026
Zabbix 1 25% required in 100% · 1 open now · since Oct 2026
TensorRT 1 25% optional · 1 open now · since Oct 2026

What AI and ML technologies does Russian Railways use?

AWQ is named in 25% of job postings at Russian Railways, followed by Claude (25%), GPTQ (25%), LLM (25%).

AWQ 1 25% required in 100% · 1 open now · since Oct 2026
Claude 1 25% required in 100% · 1 open now · since Oct 2026
GPTQ 1 25% required in 100% · 1 open now · since Oct 2026
LLM 1 25% required in 100% · 1 open now · since Oct 2026
Llama 1 25% required in 100% · 1 open now · since Oct 2026
Mistral 1 25% required in 100% · 1 open now · since Oct 2026
Qwen 1 25% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Russian Railways ask for?

BGP is named in 50% of job postings at Russian Railways, followed by MPLS (50%), OSPF (50%), DHCP (25%).

BGP 2 50% required in 50% · 2 open now · since Oct 2026
MPLS 2 50% required in 50% · 2 open now · since Oct 2026
OSPF 2 50% required in 50% · 2 open now · since Oct 2026
DHCP 1 25% required in 100% · 1 open now · since Oct 2026
DNS 1 25% required in 100% · 1 open now · since Oct 2026
RAG 1 25% required in 100% · 1 open now · since Oct 2026
TCP/IP 1 25% required in 100% · 1 open now · since Oct 2026

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How modern is the Russian Railways stack?

Cutting-edge AI adopter 86/100

Russian Railways scores 86 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: 7; legacy ones: 0.

How common is the Russian Railways stack in its industry?

Share of the 902 companies in the same industries, whose stack Alion knows, that use each technology.

PostgreSQL15%
Python29%
AWQ0%
Aiohttp0%
Chroma0%
Claude10%
Dify0%
FastAPI4%
GPTQ0%
GitHub8%

Questions about the Russian Railways tech stack

What programming languages does Russian Railways use?

The languages named in Russian Railways job postings are Python (50%), as a share of the 4 postings of the last 12 months.

Does Russian Railways use PostgreSQL?

Yes. PostgreSQL is named in 2 of 4 job postings (50%) and required in 2 of them.

What cloud and platforms does Russian Railways use?

The cloud and platforms named in Russian Railways job postings are Dify (1), GitHub (1), Linux (1) (postings in brackets).

Is the Russian Railways tech stack changing?

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

How modern is the Russian Railways tech stack?

Russian Railways scores 86 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: 7; legacy ones: 0.

How does Alion know the Russian Railways tech stack?

Alion reads every job posting Russian Railways publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 17, 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, "Russian Railways tech stack: 39 technologies from 4 job postings", as of Oct 17, 2026. https://alion.io/company/rzd/technologies

Licence: CC BY-SA 4.0JSON