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описание
Biorce is a Healthtech company focused on revolutionizing drug development through the application of artificial intelligence. The organization aims to accelerate medical advancements and improve patient outcomes by bridging the gap between advanced technology and 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 prompt optimization tools to refine system instructions;
Build and maintain 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, including at least 1 year of hands-on experience building and deploying LLM-based applications in production;
Proficiency 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;
Knowledge of advanced RAG techniques, Hybrid search, Parent-Document Retrieval, and Query expansion;
Deep understanding of managing conversational state and memory in complex, non-linear AI graphs;
Ability to apply software engineering rigor, including CI/CD, unit testing for prompts, and structured logging;
Nice to have: Experience designing agentic workflows, prompt engineering and optimization, building and maintaining RAG pipelines, establishing LLM-as-a-Judge evaluation frameworks, and using Vertex AI Gen AI Evaluation Service.