Senior Python ML Engineer
CHI Software, Харків, Львів, за кордоном
- Формат:
- повний remote
- Рівень:
- senior
- Джерело:
- jobs.dou.ua
Що робити
- Design and optimize RAG-based pipelines for medical protocol parsing.
- Refactor LangChain pipelines for performance, modularity, and cost-efficiency.
- Implement runtime model orchestration (dynamic models selection based on task complexity and cost — including Vision Language Models, Docling, OpenMed, etc ).
- Integrate structured validation layers to ensure deterministic transformation from AI output to executable workflows.
- Enhance vector search performance (through the pgvector embeddings).
Що очікуємо
- 5+ years of experience with Python, FastAPI, SQLAlchemy.
- Strong experience designing microservices architectures and containerized deployments (via Docker).
- Deep knowledge of PostgreSQL (schema design, indexing, migrations, performance tuning).
- Hands-on experience with Celery, Redis, and RabbitMQ for async task queues and background job processing.
- Experience working in healthcare, life sciences, fintech, or other regulated industries.
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