Lead of MLOps
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🚀 Estamos contratando Lead of MLOps
¿Apasionado por la ingeniería de operaciones en IA/ML? Únete al equipo de Data & AI como Lead of MLOps, donde liderarás la construcción de plataformas robustas y pipelines inteligentes que habiliten análisis avanzados y despliegue de modelos a escala.
🎯 Objetivo del Rol:
Serás responsable de la operación completa de modelos de machine learning en producción: desde la implementación, ajuste de hiperparámetros, monitoreo de rendimiento, hasta la automatización de flujos sobre datalake Spark (CEFEO). Trabajarás en estrecha colaboración con equipos de ciencia de datos, producto, arquitectura y tecnología.
🛠️ Responsabilidades Clave:
- Implementar infraestructura en AWS (Sagemaker Notebooks) para CI/CD de modelos.
- Desarrollar pipelines de datos y features para entrenamiento e inferencia.
- Automatizar procesos con PySpark y orquestadores como Airflow o Step Functions.
- Monitorear modelos con Prometheus, Grafana y dashboards personalizados.
- Integrar flujos CI/CD con herramientas como GitHub Actions, Sonarqube y Nexus.
- Asegurar versionamiento con DVC o MLflow.
- Diseñar soluciones escalables y seguras bajo estándares como GDPR/CCPA.
📚 Requisitos:
- +6 años en diseño y mantenimiento de ML pipelines.
- +5 años en plataformas cloud (AWS, GCP, Azure).
- +3 años en contenerización (Docker, Kubernetes) y monitoreo de modelos.
- Experiencia en IaC (Terraform, CloudFormation) y seguridad en ML workflows.
- Colaboración efectiva con equipos multidisciplinarios.
🎓 Formación:
- Licenciatura en Ciencias Computacionales, Sistemas, Actuaría o afín.
- Deseable: Maestría en ciencia de datos o ingeniería.
- Plus: Experiencia en IA generativa y LLMs.
🤝 Interacción:
Colaborarás con equipos internos de Producto, Riesgos, PLD, CX y Operaciones, además de mantener contacto con proveedores tecnológicos y consultores externos.
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