Bolsista de Inovação em IA – Desenvolvimento de Software
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Job Description
Research and development role focused on AI and software engineering solutions. Collaborating and supporting teams with AI integration and architecture for software development.
Responsibilities:
- Apoiar estudos e pesquisas sobre o uso de inteligência artificial, modelos de linguagem e agentes no apoio ao ciclo de desenvolvimento de software.
- Contribuir na definição e documentação de uma arquitetura conceitual para uma solução de apoio a times de desenvolvimento.
- Apoiar a organização e preparação de conjuntos de dados relacionados ao desenvolvimento de software para uso em análises e modelos de IA.
- Colaborar no desenvolvimento e teste de protótipos que utilizem IA para apoiar atividades de engenharia de software.
- Apoiar o desenho e a implementação de pipelines de dados e modelos para soluções de IA aplicadas ao ciclo de desenvolvimento de software.
- Contribuir no desenvolvimento e avaliação de componentes de processamento de linguagem.
Requirements:
- Experiência técnica em pesquisa aplicada e projetos complexos de LLMs/SLMs (arquitetura, estratégia de dados, treinamento do zero e pós-treino, fine-tuning e avaliação/observabilidade)
- Vivência com pipelines de dados (curadoria, deduplicação, filtros de qualidade, PII redaction).
- Experiência com treinamento distribuído e otimização de SLMs/LLMs
- Expertise avançada em deep learning e modelos de linguagem (eficiência, estabilidade de treino, avaliação e segurança).
- Experiência com RAG, índices vetoriais, reranking e avaliação de recuperação
- Experiência em frentes de pesquisa aplicada e integração de IA generativa em produtos (LLMOps/serving).
- Familiaridade com observabilidade de modelos e versionamento (model registry/experiment tracking)
- Capacidade comprovada de estruturar experimentos, definir métricas, analisar resultados e orientar times.
- Capacidade de produzir relatórios técnicos e documentação reprodutível
- Conhecimento aplicado de LGPD/governança de dados e práticas de anonimização
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