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Health Care
Artificial Intelligence
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Overview
SberMedAI is a Russian healthtech company that develops artificial intelligence solutions for medical diagnostics and clinical decision support. Its product portfolio includes AI-driven algorithms for medical image analysis, automated diagnostic assistants for electronic health records, and mobile diagnostic complexes equipped with integrated smart software.
Technologies
Tech DNA
Python
SQL
PyTorch
TensorFlow
Milvus
Qdrant
PostgreSQL
LLM
LoRA
PEFT
AI/ML
Python
SQL
Chain-of-Thought
Fine-tuning
LLM
LoRA
NLP
NumPy
Pandas
PEFT
PyTorch
QLoRA
Scikit-learn
TensorFlow
Transformers
FAISS
Milvus
pgvector
Qdrant
PostgreSQL
Git
Stack modernity
91/100
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
Milvus
1 job
Required
pgvector
1 job
Required
FAISS
1 job
Required
Qdrant
1 job
Required
LoRA
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
22%
SQL
17%
LLM
14%
PostgreSQL
12%
Git
10%
PyTorch
7%
Share of companies in the same industry that use each technology.
Stack changes
PostgreSQL
Aug 2026
Transformers
Aug 2026
TensorFlow
Aug 2026
SQL
Aug 2026
Scikit-learn
Aug 2026
QLoRA
Aug 2026
Qdrant
Aug 2026
PyTorch
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
88/100
Scaling fast
Open positions
1
2 opened / 0 closed in 30 days
Median time-to-fill
3 days
faster than 87% of the market
ATS activity
Every ~3 hours
Today
Hiring Dynamics
+100%
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 PostgreSQL to stack
Aug 2026
Added Transformers to stack
Aug 2026
Added TensorFlow to stack
Aug 2026
Added SQL to stack
Aug 2026
Added Scikit-learn to stack
Aug 2026
Added QLoRA to stack
Aug 2026
Added Qdrant to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added Python to stack
Aug 2026
Added pgvector to stack
Aug 2026
Added PEFT to stack
Aug 2026
Added Pandas to stack
Aug 2026
Jobs
≈ $25k – $53k per year (Estimated) • Remote • Full-Time • 2+ years exp • Moscow
Python
SQL
FAISS
Milvus
pgvector
Qdrant
PostgreSQL
AI/ML
Chain-of-Thought
Fine-tuning
LLM
LoRA
NLP
NumPy
Pandas
PEFT
PyTorch
QLoRA
Scikit-learn
TensorFlow
Transformers
DevOps
Git
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