Líder de Machine Learning, Data Science, IA
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Job Description
Líder de IA construyendo modelos y agentes en producción para fraude, riesgo y cobranza. Monato desarrolla infraestructura financiera regulada para empresas en México.
Responsibilities:
- Definir la estrategia de machine learning e IA, con un portafolio de casos de uso priorizado junto a Producto, Cumplimiento y Finanzas
- Construir la plataforma de modelos sobre Databricks, con features, entrenamiento, registro, serving en tiempo real y monitoreo, y con el costo bajo control
- Poner en producción los primeros modelos, empezando por fraude transaccional, scoring PLD y originación para el crédito de la SOFIPO
- Liderar los casos de IA generativa y agentes, como desarrollo guiado por specs (SDD), onboarding agéntico, soporte a clientes y Second Brain, con estándares de evaluación, costo y manejo de datos sensibles
- Establecer el gobierno de modelos, con explicabilidad, trazabilidad y documentación listas para CNBV, Banxico y auditorías
- Formar el equipo, contratando y liderando a sus primeros 4 integrantes durante los primeros 12 meses
- Reportar directamente al liderazgo de tecnología y participar en la planeación trimestral
Requirements:
- 7 años o más en machine learning, con modelos en producción a escala: alta concurrencia e inferencia en tiempo real
- Experiencia liderando equipos de data science o de machine learning engineering
- Dominio de Python y del ciclo de MLOps: pipelines de entrenamiento (Airflow o similar), registro y serving de modelos, monitoreo de drift
- Experiencia con LLMs en producción: RAG, agentes, evaluación y control de costo
- Experiencia con plataformas de datos en la nube, como Databricks, Spark y AWS
- Capacidad de explicar un modelo a áreas no técnicas y a un regulador, y criterio para elegir una regla simple cuando basta
- Inglés profesional
Benefits:
- Contrato por tiempo indeterminado
- Periodo de prueba de 3 meses
- 40 horas/semana
- 24 días de vacaciones anuales
- Ownership de la función completa de machine learning e IA desde el primer día, como su primer integrante
- Datos reales de pagos B2B en México: SPEI, domiciliación, pago de servicios y cross-border
- Reporte directo al liderazgo de tecnología y participación en la planeación trimestral
- Presupuesto para construir tu equipo durante el primer año
- Espacio para experimentar, proponer y construir
- Cultura de trabajo flexible y enfocada en ejecución
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