Overview
News
Technologies
Salaries
Products
People
Growth
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Overview

KCG is a Russian hardware manufacturer, IT systems vendor, and microelectronics company. The company designs, manufactures, and integrates domestic computer hardware, electronic components, and automated workstation (ARM) solutions tailored for enterprise clients and government agencies. Its product portfolio spans all-in-one monoblock PCs, desktop system units, motherboards, RAM modules, SSD storage, and peripheral hardware, alongside custom printed circuit board (PCB) assembly capabilities and system software integrations.

Technologies

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Tech DNA
Python
SQL
LangChain
LlamaIndex
PostgreSQL
DeepSeek
LLM
LoRA
AI/ML
Python
SQL
CI/CD
Docker
Git
Kubernetes
DeepSeek
Embeddings
Fine-tuning
LangChain
Langfuse
LlamaIndex
LLM
LoRA
NLP
Ollama
Prompt Engineering
QLoRA
Qwen
RAG
vLLM
PEFT
OCR
Model Context Protocol
PostgreSQL
Other
Rest API
Stack modernity Cutting-edge AI adopter
95/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 1 job Required
SQL 1 job Required
PostgreSQL 1 job Required
Rest API 1 job Required
LangChain 1 job Required
Qwen 1 job Required
DeepSeek 1 job Required
LlamaIndex 1 job Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
18%
SQL
13%
CI/CD
13%
Git
11%
Docker
10%
Kubernetes
9%
Share of companies in the same industry that use each technology.
Stack changes
Model Context Protocol Aug 2026
OCR Aug 2026
PEFT Aug 2026
vLLM Aug 2026
SQL Aug 2026
Rest API Aug 2026
RAG Aug 2026
Qwen Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.

Growth

Hiring Momentum
63/100
Growing
Open positions
1
1 opened / 0 closed in 30 days
ATS activity
Every ~10 hours
08/31/2026
Hiring Dynamics 0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
AI/ML
100%
Activity Timeline
Added PEFT to stack Aug 2026
Added vLLM to stack Aug 2026
Added SQL to stack Aug 2026
Added Rest API to stack Aug 2026
Added RAG to stack Aug 2026
Added Qwen to stack Aug 2026
Added QLoRA to stack Aug 2026
Added Python to stack Aug 2026
Added Prompt Engineering to stack Aug 2026
Added PostgreSQL to stack Aug 2026
Added Ollama to stack Aug 2026
Added NLP to stack Aug 2026

Jobs

In office • 2+ years exp
Python
SQL
PostgreSQL
AI/ML
DeepSeek
Embeddings
Fine-tuning
LangChain
Langfuse
LlamaIndex
LLM
LoRA
NLP
Ollama
Prompt Engineering
QLoRA
Qwen
RAG
vLLM
PEFT
OCR
Model Context Protocol
DevOps
CI/CD
Docker
Git
Kubernetes
Rest API
Apply