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Specialist in Machine Learning Engineering

4 semanas atrás

Porto Alegre, Brasil beBeeMLOps Tempo inteiro

Desenvolvedor MLOps

A Invillia está procurando por profissionais talentosos para integrar seu time de Engenharia de Machine Learning. Nesta função, você trabalhará em projetos inovadores e desenvolverá habilidades técnicas avançadas.

Responsabilidades:

  • Projetar, desenvolver, testar e manter sistemas desde sua concepção até produção;
  • Construir esteiras para treinamento, construção, implantação e monitoramento de produtos de Machine Learning;
  • Auxiliar times de engenharia fornecendo orientações, ferramentas e componentes;
  • Dar suporte ao dia-a-dia dos times de Ciências de Dados;
  • Co-criar uma cultura de Engenharia de Machine Learning.

Requisitos:

  • Conhecimentos em SQL;
  • Conhecimentos em implementações de API RESTful;
  • Conhecimentos em linguagem de programação Python;
  • Conhecimentos em sistema de controles de versões (Ex.: Git);
  • Conhecimentos em sistemas de mensageria (Ex.: Kafka, RabbitMQ);
  • Conhecimentos em virtualização via contêineres (Ex.: Docker, Kubernetes);
  • Conhecimentos em modelagem de dados em bancos relacionais e não-relacionais;
  • Conhecimentos em infraestrutura como código (Ex.: Terraform);
  • Conhecimentos em ferramentas e metodologias de MLOps (Ex.: MLFlow, Kubeflow, Airflow, Amazon Sagemaker);
  • Conhecimentos em integração e entrega contínua para versionamento e implantação de aplicações (Ex.: Jenkins, Github Actions);
  • Experiência em ciclo de vida desenvolvimento modelos de Machine Learning (Ex.: CRISP-DM, MLDLC);
  • Experiência em Cloud Computing (Ex.: AWS).

Você terá a oportunidade de trabalhar em projetos inovadores e colaborar com um time dinâmico e apaixonado por tecnologia. Se você é motivado, determinado e tem paixão por aprender e crescer, então este é o lugar certo para você