Especialista en Data Engineering
hace 2 semanas
Buscamos un/a profesional que combine conocimientos sólidos en ingeniería, ciencia de datos y operaciones de campo para transformar datos operacionales en conocimiento accionable mediante soluciones de Machine Learning e Inteligencia Artificial. Este rol se sitúa en la intersección entre ingeniería de datos, IA aplicada y optimización de procesos industriales.
Responsabilidades Clave
- Diseñar y mantener pipelines ETL/ELT para datos de sensores, SCADA, ERP, PI, etc.
- Asegurar la calidad y disponibilidad de datos operacionales en tiempo real.
- Preparar infraestructura y datasets para entrenamiento y despliegue de modelos ML (MLOps).
- Integrar modelos físicos y matemáticos en arquitecturas de datos escalables.
- Aplicar IA en casos de uso como mantenimiento predictivo, optimización de producción y simulación de reservorios.
- Implementar políticas de seguridad y gobernanza de datos conforme a regulaciones del sector O&G.
Habilidades Técnicas Requeridas
- Dominio de Python y SQL.
- Experiencia con bases de datos relacionales y NoSQL.
- Conocimiento en Apache Spark, Kafka, Hadoop y procesamiento en tiempo real.
- Experiencia en AWS, Azure o Google Cloud (S3, Glue, EMR, Redshift, etc.).
- MLOps: despliegue y monitoreo de modelos en producción.
- Experiencia en Databricks y arquitecturas distribuidas.
- Familiaridad con sistemas operacionales de O&G (OSIsoft PI, SCADA, Drilling).
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