Machine Learning Engineer

hace 1 semana


Ciudad de México, Ciudad de México Azka IT Consulting A tiempo completo

AZKAIT es una empresa Mexicana que busca y conecta el mejor talento IT con empresas Latinoamericanas y de Estados Unidos.

Estamos en la búsqueda de tu talento como Machine Learning Engineer.

Responsabilidades:

  • Desarrollar y mantener pipelines de ML altamente automatizados para entrenamiento, validación e implementación de modelos a gran escala.
  • Colaborar estrechamente con los equipos de ingeniería de software para integrar flujos de trabajo de ML en el ciclo de desarrollo de software, aplicando prácticas de DevOps y MLOps.
  • Implementar y gestionar infraestructura de computación distribuida y herramientas de orquestación para soportar flujos de trabajo de ML en entornos de producción.
  • Desarrollar métricas y herramientas de monitoreo para evaluar el rendimiento y la calidad de los modelos en producción.
  • Automatizar tareas de mantenimiento y monitoreo para garantizar la estabilidad y confiabilidad continua de los sistemas de ML.


Requisitos:

4 años de experiencia:

  • Habilidades avanzadas de programación en Python y conocimiento de bibliotecas de ML, como Tensor Flow, PyThon, Scikit-Learn, etc.
  • Modelos de ciencia de datos a producción, monitoreo y soporte a productivo.
  • Control de versiones.
  • Github.
  • ML Ops indispensable.
  • Extracción de datos con Airflow y VertexIA
  • GCP y azure.
  • SQL.
  • ETL (preferentemente DataIku).
  • Herramientas de flujos analíticos (Alteryx, tableau prep, data fusion, etc).
  • Administración de bases de datos.
  • Conexiones ODBC – JDBC.
  • Spark.


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