Описание
Biorce is a Healthtech company using AI to accelerate drug development, improve patient outcomes, and expand access to cost-effective treatments. Its team combines clinical research professionals, data scientists, and AI experts to connect advanced technology with real-world clinical needs.
Задачи
Design and implement complex, multi-step AI workflows using LangGraph or similar frameworks to manage state, loops, and conditional logic;
Develop, test, and version-control advanced prompts, Few-shot, Chain-of-Thought, and ReAct;
Use Vertex AI's Help me write and prompt optimization tools to refine system instructions;
Build and maintain Retrieval-Augmented Generation (RAG) pipelines, including document parsing, embedding optimization, and vector database management;
Establish automated evaluation frameworks using the Vertex AI Gen AI Evaluation Service to measure hallucination rates, groundedness, and relevancy.
Требования
2/3+ Years of experience in software or ML engineering;
At least 1 year of hands-on experience building and deploying LLM-based applications in production;
Experience with orchestration tools such as LangGraph, Stateful Actors, LangChain, CrewAI, or Vertex AI Agent Builder;
Experience with the GCP ecosystem, including Vertex AI Studio, Cloud Run, BigQuery, and Cloud Storage;
Advanced RAG techniques, Hybrid search, Parent-Document Retrieval, and Query expansion;
Deep understanding of conversational state and memory in complex, non-linear AI graphs, cycles, nodes, and edges;
Ability to apply software engineering practices to AI engineering, including CI/CD, prompt unit testing, and structured logging with Cloud Trace and Cloud Logging;
Nice to have: experience designing agentic workflows using LangGraph or similar frameworks, prompt engineering and optimization including Few-shot, Chain-of-Thought, and ReAct, building and maintaining RAG pipelines, establishing LLM-as-a-Judge evaluation frameworks, and using Vertex AI Gen AI Evaluation Servic
📌 ai engineer for drug development (Madrid)
🏢 Enfint
📍 Madrid