Senior Data Scientist, Azure / AWS
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Job Description
Senior Data Scientist specializing in Azure and AWS for AI-driven solutions in a global firm. Focused on developing ML models and managing data pipelines successfully.
Responsibilities:
- Desenvolver, treinar, validar e implantar modelos de Machine Learning e Deep Learning;
- Estruturar e manter pipelines de ETL/ELT integrando múltiplas fontes de dados (bases relacionais, APIs, arquivos, sistemas legados, etc.);
- Atuar na modelagem, extração e manipulação de dados utilizando Python e SQL;
- Trabalhar com bancos de dados Oracle, garantindo performance e integridade das informações;
- Implementar soluções em ambientes cloud (AWS / Azure);
- Aplicar técnicas de Processamento de Linguagem Natural (NLP), como tokenização, POS tagging, análise sintática e extração de entidades;
- Contribuir com práticas de MLOps (versionamento, automação de deploy, monitoramento de modelos, CI/CD para ML);
- Validar performance de sistemas RAG;
- Apoiar na definição de arquitetura de dados e boas práticas de engenharia.
Requirements:
- Sólido conhecimento em Python e SQL;
- Experiência com bibliotecas e frameworks de ML/DL: NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch e Keras;
- Experiência prática com Modelos de Linguagem de Grande Escala (LLMs), soluções de IA Generativa e arquiteturas RAG;
- Experiência prática com pipelines de ETL e integração de múltiplas fontes de dados;
- Experiência com Banco de Dados Oracle;
- Conhecimento em Processamento de Linguagem Natural (NLP);
- Experiência com Cloud (Azure e/ou AWS);
- Vivência com MLOps.
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