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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
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
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
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