Machine Learning Engineer

2 semanas atrás


São Paulo SP, Brasil SantoDigital Tempo inteiro

Buscamos um profissional para atuar como engenheiro no desenvolvimento de aplicações de Machine Learning. As responsabilidades do desenvolvedor incluem o auxílio na concepção, preparação, modelagem e implantação de modelos de Machine Learning.

O candidato deve ter ao menos 3 anos de experiência trabalhando na função

REQUISITOS:

  • Programação Python e frameworks populares de apoio ao desenvolvimento de aplicações de ML como: pandas, numpy, pycaret, scikit-learn, scipy e tensorflow.
  • Forte compreensão de algoritmos de ML, como aprendizado supervisionado, não supervisionado e de reforço.
  • Experiência com técnicas de feature engineering e ajuste de hiperparâmetros.
  • Excelentes habilidades de comunicação, escrita e interpessoal.
  • Projetar, desenvolver e implantar algoritmos de ML robustos usando o GCP, incluindo BigQuery ML, Vertex AI e outros serviços relacionados.
  • Colaborar com cientistas de dados e engenheiros de software para integrar modelos de ML em pipelines de dados e aplicativos.
  • Monitorar e avaliar o desempenho dos modelos de ML, identificar áreas de melhoria e implementar atualizações conforme necessário.
  • Manter padrões de código elevados, documentar o código e contribuir para a base de conhecimento da equipe.
  • Acompanhar as tendências da indústria de ML e explorar novas técnicas e tecnologias.
  • Trabalhar como parte de uma equipe multidisciplinar.


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