Senior Data Engineer

Job not on LinkedIn

🕒 July 21

🏢🏡 São Paulo – Hybrid

⏰ Full Time

🟠 Senior

🚰 Data Engineer

🗣️🇧🇷🇵🇹 Portuguese Required

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Logo of Agencia VTAL

Agencia VTAL

WebsiteLinkedIn

1 - 10 employees

Founded 2019

💼 Consulting

⚖️ Legal

📣 Marketing

Consulting • Legal • Marketing

Agencia VTAL is a specialized advertising agency that focuses on creating sales funnels for lawyers across various fields. Their expertise lies in designing effective marketing strategies tailored specifically for the legal profession.

📋 Description

• Design and maintain data pipelines (batch and streaming) on GCP for AI products. • Design data structures and ontologies specifically optimized for consumption and reasoning by autonomous AI agents (preparing datasets for function/tool calls by LLMs). • Own data ingestion and the vector store: prepare knowledge bases for RAG, generate embeddings, and expose structured financial data — the software engineer consumes this layer. • Ensure privacy by design: masking and anonymization before data reaches the model, and make deliberate choices between internal GCP models (Gemini/Vertex) and external models (Claude) according to the sensitivity of each use case. • Model revenue and expense cycle data not only for traditional analytics but with integrity and formats tailored for interpretation by generative models.

🎯 Requirements

• Senior experience in data engineering with production-grade pipelines. • Proven ability to design architectures and data structures aimed at building applications based on AI Agents and advanced RAG. • GCP: BigQuery, Dataflow, Pub/Sub, Cloud Storage, Composer/Airflow (or equivalents in the Google ecosystem). • Advanced SQL and Python. • Experience with data modeling and best practices for quality and traceability. • Genuine concern for privacy and sensitive data, especially in AI contexts.

🏖️ Benefits

• Meal and/or food allowance • Transportation allowance • Health insurance • Dental insurance • Life insurance • Private pension plan • Profit-sharing program (PPR) • Pharmacy benefit • Childcare assistance • Flexible working hours • V.tal Benefits Club • Extended maternity leave (6 months) • Extended paternity leave (20 days)

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