Machine Learning Operation Engineer

hace 1 mes


España Inetum A tiempo completo

La principal responsabilidad será construir un conjunto de herramientas (incluyendo plantillas), para el despliegue y ejecución de modelos de aprendizaje automático, en una plataforma basada en la nube (AWS CDF); esto incluirá:Creación de plantillas en Terraform para el despliegue de recursos de AWS necesarios para ejecutar los modelos en una plataforma basada en la nube (AWS) y pasar por el correspondiente pipeline CI/CD (GitHub Actions).La definición del proceso de despliegue incluirá aspectos de Gobernanza de Modelos, como el Registro de Modelos y el flujo de trabajo de Aprobación.Esto incluirá la provisión de recursos considerando aspectos relevantes de la Infraestructura en la nube de AWS de Santander, como VPC, Subredes, roles de IAM, KMS, etc.Una vez implementado y habilitado, el candidato apoyará diferentes casos de uso en la utilización de las herramientas/plantillas creadas como parte de las tareas definidas anteriormente.Buen conocimiento práctico de AWS Cloud, incluyendo servicios como IAM, S3, EC2, Athena, CloudWatch Logs, CloudTrail, VPC, Subredes y Grupos de Seguridad, y especialmente SageMaker.Buen conocimiento práctico de Ciencia de Datos, en relación con el proceso de casos de uso de ciencia de datos desde la preparación de datos, construcción y entrenamiento del modelo, despliegue del modelo, y monitoreo y soporte del modelo.Buen conocimiento práctico de técnicas CI/CD, incluyendo experiencia en herramientas como GitHub y especialmente aprovechando Terraform para la provisión de infraestructura en AWS Cloud.Conocimiento de Python y Unix.Capacidad de trabajar en equipo.Energético, motivado y determinado.Pragmático y orientado a resultados.Adaptable a un conjunto diverso de responsabilidades técnicas.Excelentes habilidades analíticas y de resolución de problemas.Productivo y capaz de gestionar el tiempo de manera efectiva.Nº DE AÑOS DE EXPERIENCIA: +3 años.ESTUDIOS:Licenciatura en Informática o un campo relacionado, o experiencia práctica sustancial en la entrega de software a un nivel avanzado.Ofrecemos:Retribución salarial acorde con la experiencia aportada.Plan de carrera: ofrecemos una atractiva carrera profesional en función de la experiencia y potencial personal dentro de una compañía en continua evolución y con un sólido crecimiento.Plan de formación en competencias tecnológicas de acuerdo con las exigencias de los proyectos y clientes.Retribución flexible: te ofrecemos una retribución a la carta pudiendo elegir diferentes productos y modelar tú mismo cómo distribuirlos: seguro de salud, tickets de comida, guardería, tarjeta transporte, etc.Flexibilidad horaria.Te ofrecemos la oportunidad de trabajar en proyectos desafiantes y de alto impacto, con un equipo de profesionales apasionados por la tecnología y el desarrollo continuo. Si estás listo para dar el siguiente paso en tu carrera y unirte a una empresa que valora tu talento, queremos conocerte Envía tu CV y postúlate hoy mismo.
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