python developer for AI-driven platforms

Enfint

Deutschland

Remote

EUR 70.000 - 110.000

Vollzeit

Vor 5 Tagen
Sei unter den ersten Bewerbenden
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Qualifikationen

  • Опыт разработки на Python, FastAPI, асинхронной обработке и чистой архитектуре.

Aufgaben

  • Разрабатывать и поддерживать сервисы Python (FastAPI) для платформы на базе ИИ.
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Kenntnisse

Python
FastAPI
Async processing
RAG pipelines
Prompt engineering
OpenAI API
Embeddings
Vector DBs
Qdrant
pgVector
Azure AI Search
PDF OCR
PostgreSQL
MongoDB
Celery
RabbitMQ
Service Bus
Node.js
React
Streamlit
Docker
CI/CD
Testing
LangChain
LLMOps

Tools

Qdrant
pgVector
Azure AI Search
Docker

Jobbeschreibung

Описание: SNI is an IT Outsourcing partner serving prestigious firms and delivering projects worldwide.

Задачи
  • Build and maintain Python (FastAPI) services for an AI-driven platform
  • Design and implement RAG pipelines covering ingestion, retrieval, generation, and outputs
  • Develop document processing workflows for PDF extraction, OCR, and chunking
  • Implement hybrid search using vector search and BM25 with tools such as Azure AI Search or Qdrant
  • Integrate LLM APIs and manage prompt engineering with structured outputs
  • Support frontend integration with Node.js and React and internal tools with Streamlit
  • Develop event-driven and asynchronous processing with Celery and messaging
  • Ensure code quality, testing, and Docker-based deployments
  • Collaborate with business stakeholders to iterate on AI solutions.
Требования
  • Strong Python experience, including FastAPI, asynchronous processing, and clean architecture
  • Experience with RAG and LLM pipelines and prompt engineering
  • Hands-on experience with OpenAI API, embeddings, and structured outputs
  • Experience with vector databases such as Qdrant and pgVector and search tools such as Azure AI Search
  • Knowledge of document processing, including PDF, OCR, and chunking strategies
  • Experience with PostgreSQL and MongoDB
  • Familiarity with event-driven architecture, including Celery, RabbitMQ, and Service Bus
  • Basic Node.js and React knowledge for integration
  • Experience with Docker, CI/CD, and testing
  • Strong problem-solving and communication skills
  • Nice to have: Experience with LangChain or multi-agent frameworks, knowledge of RAG evaluation and LLMOps, experience with Azure cloud environments.
Условия
  • Contract engagement for 12 months with extension
  • Start date: ASAP
  • Fully remote with occasional quarterly team sessions in Czech Republic
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