. **Responsibilities and Assignments** * Contribute to the evolution of the AI agent platform architecture, ensuring standardization and reusability; * Implement tracking, metrics, logging, and observability mechanisms for agents; * Support analysis of AI agent initiatives by understanding needs, patterns, and requirements; * Develop and integrate reusable components for the AI ecosystem; * Collaborate across different initiatives, ensuring technical alignment and sharing of best practices; * Develop structured MVPs (agent templates, documentation, monitoring); * Support the definition of standards, protocols, and best practices for agent development; **Requirements and Qualifications** * Knowledge of prompt engineering (few\-shot, chain\-of\-thought, self\-ask); * Experience evaluating model responses and prompt testing (A/B testing is a plus); * Knowledge of distributed systems architecture; * Experience in software development and/or data or machine learning pipelines; * Experience with agent frameworks (LangChain, LlamaIndex, SpringAI or similar); * Experience with cloud environments (AWS or OCI); * Knowledge of embeddings, vectorization, and RAG; * Familiarity with prompt security and mitigation of prompt injection; Invillia is part of AI/R, the AI Revolution Company: a strategic connection of revolutionary components embedding artificial intelligence everywhere. AI/R has more than 6\.000 technology professionals and a global presence, with offices in Brazil, Europe, and the USA.
João Silva
Indeed · HR
João Silva
Indeed · HR
