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Data Platform Engineer

3 meses atrás


Campinas, São Paulo, Brasil buscojobs Brasil Tempo inteiro
Experiência com modelos e capacidade de entender as ferramentas utilizadas pelos cientistas de dados;
  • Experiência em matemática/estatística;Experiência com ferramentas de orquestração de dados (Airflow, Dagster, Prefect);Ser proficiente em Python, ou uma das principais linguagens de programação, e ser apaixonado por escrever código limpo e sustentável;Entender tecnologias, soluções e conceitos de Big Data (Spark, Trino, Hive, Iceberg, Delta Lake, Hudi) e múltiplas linguagens (YAML, Python), entendendo como criar integração entre elas;Conhecimento de frameworks como Keras, PyTorch, Tensorflow e o uso de frameworks populares de MLOps como Kubeflow, MLFlow e DataRobot;Excelentes habilidades de comunicação, compartilhando proativamente e buscando contexto para colaborar com diferentes equipes para entender os frameworks e modelos criados.

Construção de infraestrutura para reduzir o tempo necessário para que um modelo simples ou complexo vá do início à produção;Monitoramento do status dos modelos usando técnicas estatísticas avançadas;Aumentar a capacidade de fazer modelagem offline/online (baixa latência);Construção de ferramentas para implantação automática de modelos;Participar da entrega de modelos e produtos de dados que estejam bem documentados, modelado e de fácil compreensão;Correção e avaliação de código, defendendo as melhores práticas de desenvolvimento de software com foco em engenharia e excelência operacional;Suporte N2 e N3 de bibliotecas, ferramentas e serviços.