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Tech Stack
Tools & technologiesAWSPython
About the role
Key responsibilities & impact- You will join Zup's AI team to help build products that use Generative AI to solve real problems for Itaú bank.
- Lead the adoption of modern development practices, deeply integrating AI into your daily workflow to accelerate delivery and ensure the quality of the software produced.
Requirements
What you’ll need- Generative AI engineering and advanced knowledge of LLMs (Claude, GPT, Gemini, among others) for developing virtual assistants and natural language processing (NLP) applications.
- Knowledge of vector databases and the use of embeddings for efficient data handling and semantic representation.
- Familiarity with RAG (Retrieval-Augmented Generation) and its variations.
- Experience building and orchestrating agents using code-first frameworks such as LangGraph, LangChain, Semantic Kernel, Strands, CrewAI, Autogen, or similar.
- Implementation of multi-step and/or multi-agent workflows, with use of function calling and structured outputs.
- Solid experience in debugging and analyzing agents' execution traces, and knowledge of the Model Context Protocol (MCP).
- Proven experience in backend development, preferably using Python.
- Strong understanding of object-oriented programming and software design principles.
- Familiarity with agile development methodologies and AWS services.
- Mastery of the development cycle assisted by code agents, with the ability to interact with, guide, and audit autonomous coding agents.
- Practical experience with SDD (Spec-Driven Development), using rigorous specifications as the engine for automated generation.
- Experience in Harness Engineering, designing isolated test environments (scaffolds/simulators) for autonomous code validation.
Benefits
Comp & perks- We value the continuous growth of Zuppers, encouraging each person to pursue paths that drive their professional development.
ATS Keywords
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Hard Skills & Tools
Natural Language Processing (NLP)Vector DatabasesEmbeddingsRAG (Retrieval-Augmented Generation)Code-First Frameworks (LangGraph, LangChain)Debugging AgentsObject-Oriented ProgrammingSpec-Driven Development (SDD)Function CallingModel Context Protocol (MCP)