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Senior Data Engineer (MOSAIC AI)

Roles & Responsibilities

  • Extensive knowledge of Databricks Mosaic AI platform and agent development
  • Experience with agent-based AI architectures: autonomous agents, multi-agent systems, and orchestration
  • Proficiency in Python (PyTorch/TensorFlow, distributed machine learning frameworks)
  • Knowledge of MLOps best practices and model deployment strategies

Requirements:

  • Convert Mosaic AI into a self-service, multi-tenant, and regulated platform
  • Provide recommended paths, SDK, CLI interfaces, templates, and evaluation patterns
  • Design agent workflows with human intervention and autonomous decision-making

Job description

Senior Data Engineer (MOSAIC AI)

Objetivo: Convertir Mosaic AI en una plataforma de autoservicio, multitenant y regulada

— que ofrezca rutas recomendadas, SDK, interfaces de línea de comandos (CLI), plantillas y patrones de evaluación.

Requisitos:

- Amplios conocimientos sobre la plataforma Databricks Mosaic AI y el desarrollo de agentes

- Experiencia con arquitecturas de IA basadas en agentes: agentes autónomos, sistemas multiagente y orquestación

- Databricks MLflow, AutoML y Vector Search

- Integración y ajuste de modelos base (OpenAI, Anthropic)

- Dominio del Mosaic AI Agent Framework para crear, probar e implementar agentes de IA

- Arquitecturas RAG, técnicas de incrustación y LangChain/LangGraph

- Diseño de flujos de trabajo de agentes con intervención humana y toma de decisiones autónoma

- Sólidos conocimientos de Python (PyTorch/TensorFlow, marcos de aprendizaje automático distribuido)

- Conocimiento de las mejores prácticas de MLOps y de las estrategias de implementación de modelos
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