Senior Data Scientist – GenAI
23.5k - 25.2k PLN23 520 - 25 200 PLN/ mies.
SeniorFull-time
#446849·Dodano 3 dni temu·2
Źródło: LinkGroupTech Stack / Keywords
PythonLLMGenerative AIRAGAI AgentsLangChainLlamaIndexLangGraphAzureDocker
Firma i stanowisko
LinkGroup operates in projects focused on Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), and AI Agents.
Wymagania
- 6+ years of experience in Data Science, AI Engineering, Machine Learning, or a related field.
- 4+ years of professional Python development experience.
- 2+ years of hands-on experience with LLMs / Generative AI, preferably with RAG-based solutions.
- Strong knowledge of Python, LLMs, RAG, and Generative AI.
- Practical experience with LangChain, LlamaIndex, LangGraph, or similar frameworks.
- Experience with AI Agents / Agentic AI; MCP experience is a strong advantage.
- Knowledge of vector databases, hybrid search, reranking, and LLM evaluation.
- Experience with model fine-tuning such as LoRA, QLoRA, or SFT.
- Experience with at least one major cloud platform: Azure, AWS, or GCP.
- Familiarity with Docker, Kubernetes, and CI/CD.
- Good understanding of AI/ML architectures and production deployment practices.
- Excellent English communication skills.
Nice to have:
- Experience with Spark / Databricks.
- Experience with GitHub Actions, GitLab CI, or Azure DevOps.
- Experience with multi-agent systems and agentic AI workflows.
- Experience building scalable, production-grade AI systems.
- Experience with multimodal AI models.
Obowiązki
- Design and develop production-grade solutions using LLMs and Generative AI.
- Build and optimize RAG systems, including vector search, hybrid search, reranking, and query optimization.
- Develop AI Agents and agentic AI solutions.
- Work with frameworks such as LangChain, LlamaIndex, LangGraph, or similar technologies.
- Work with MCP to integrate AI agents with external tools and systems.
- Select appropriate models and develop prompt engineering and fine-tuning strategies, including LoRA/QLoRA/SFT.
- Implement LLM evaluation, validation, guardrails, and quality control mechanisms.
- Develop APIs/backend components and integrate AI solutions with existing systems.
- Contribute to technical architecture and technology selection.
- Collaborate with engineers, developers, and product teams.
- Share knowledge and support less experienced team members.
Link Group
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