AI Engineer
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Job Description
AI Engineer developing and integrating AI solutions for iFood. Collaborating with various stakeholders to enhance data quality and model performance.
Responsibilities:
- Colaborar com stakeholders de empresas do portfólio, equipes de produto e especialistas de domínio para entender questões de negócio, fontes de dados e métricas de sucesso para projetos e sistemas integrados com modelos de IA.
- Construção de agentes e outros sistemas de software com integração.
- Avaliar, identificar e melhorar rigorosamente a qualidade dos dados—perfilando, limpando, removendo duplicatas e transformando grandes conjuntos de dados, principalmente usando Spark SQL e Python.
- Curar e desenvolver corpora de alta qualidade para treinamento, validação e teste para pipelines de LLM; isso inclui gerar dados sintéticos quando a cobertura é baixa ou quando é necessário aumentar os dados.
- Projetar e executar experimentos com LLMs.
- Avaliar performance de modelos e resultados experimentais e iterar rapidamente com base nos achados.
- Apresentar descobertas, insights orientados por dados e recomendações acionáveis para próximos passos tanto para audiências técnicas quanto não-técnicas.
- Contribuir com ideias frescas para novos sinais de dados, métodos inovadores de avaliação e funcionalidades de produto que aproveitam as capacidades dos LLMs.
Requirements:
- Fundamentos sólidos de ciência da computação e machine learning.
- Experiência com desenvolvimento backend, construção de APIs em Python, JavaScript/Typescript ou Golang.
- Domínio em interação com modelos de IA via APIs.
- Familiaridade com desenvolvimento com Git, CI/CD e gerenciamento de deployments em ambientes Kubernetes.
Benefits:
- Não especificado
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