Quantori transforms life sciences and healthcare through digital IT. The company develops intelligent solutions that provide insights for data-driven decisions, support drug development, and improve patient care.
python developer for AI agents
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описание
задачи
- Collaborate closely with machine learning engineers and data scientists to refine AI models, develop robust model embeddings, and optimize prompts for accuracy, performance, and cost-efficiency;
- Develop and optimize AI agent systems, including multi-agent orchestration and tool integration;
- Implement and iterate on RAG pipelines, evaluation frameworks, and LLM-powered data processing solutions;
- Maintain and enhance applications and solutions in Python.
требования
- Solid knowledge of Python and experience writing clean, efficient, and maintainable code;
- Ability to design and develop autonomous agents using frameworks such as LangGraph, CrewAI, or OpenAI Agents SDK;
- Experience with rapid prototyping using large language models, vector databases, and knowledge graphs;
- Expertise in retrieval-augmented generation workflows and document retrieval techniques;
- Hands-on experience with large-scale language models such as GPT, Claude, Gemini, or Qwen;
- Understanding of prompt engineering and embedding techniques;
- Familiarity with the Model Context Protocol for connecting LLM agents to external tools and data sources;
- Experience prototyping AI-driven capabilities using LLMs, embeddings, and structured or unstructured data sources;
- Experience with code generation and AI-assisted development tools such as Claude Code, GitHub Copilot, Cursor, or Codex;
- Strong written and spoken English communication skills (B2);
- Nice to have: Experience with Django, Flask, or FastAPI; proficiency in SQL; familiarity with Dataiku, Snowflake, Tableau, Streamlit, Artifactory, or dbt; experience with PyTorch, TensorFlow, or Transformers; familiarity with graph RAG approaches; understanding of AI cost optimization.
условия
- Competitive compensation;
- Flexible working hours.
навыки
Digital IT company for life sciences, data science и scientific software.
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