Ingeniero GenAI – Mid/Senior
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Job Description
Generative AI Engineer specializing in GCP to design advanced language model solutions. Key role in building scalable RAG pipelines and production-ready AI systems.
Responsibilities:
- Diseñar, implementar y optimizar pipelines end-to-end de RAG (Retrieval-Augmented Generation)
- Desarrollar soluciones de IA generativa utilizando el ecosistema de Vertex AI (Workbench, Feature Store, MLOps)
- Implementar técnicas avanzadas de RAG como Chunking estratégico, Detección de límites semánticos, Negative sampling, Optimización de retrieval
- Diseñar e implementar sistemas multi-agente y soluciones autónomas de IA
- Asegurar la calidad productiva de los sistemas mediante Seguridad multicapa, Redacción de PII, Guardrails de entrada/salida (toxicidad, sesgos, factualidad), Auditoría y logging
- Definir métricas y procesos de evaluación A/B testing, Evaluación humana, Métricas RAG (Precision@K, Recall@K)
- Colaborar con equipos de ingeniería para despliegues eficientes en entornos cloud-native
Requirements:
- +5 años de experiencia en TI
- al menos 2 años en AI/ML (especialmente GenAI y LLMs)
- Experiencia sólida en Google Cloud Platform (GCP) : Vertex AI, BigQuery, Dataflow, Cloud Run / Kubernetes
- Inglés avanzado conversacional (indispensable)
- Experiencia comprobable diseñando soluciones RAG a escala
- Conocimiento profundo de: Bases de datos vectoriales, Métricas de similitud, Estrategias de reranking
- Dominio de Python y frameworks de IA como LangChain, LangGraph, CrewAI
- Experiencia en desarrollo de aplicaciones empresariales cloud-native con Gemini Enterprise y Vertex AI
- Experiencia en diseño e integración de AI Agents
- Experiencia en ciclo completo de desarrollo (Nuevas funcionalidades, Replatforming, Mantenimiento y escalabilidad, Debugging)
- Experiencia con herramientas de desarrollo asistido por IA (ej. Cursor)
- Integración con LLMs como Claude (Anthropic)
- Conocimientos en MLOps, CI/CD y automatización de despliegues
- Fuertes habilidades de análisis y resolución de problemas
Benefits:
- Participación en proyectos innovadores de IA de alto impacto en equipos multiculturales
- Contrato por tiempo indefinido
- Entorno colaborativo y enfocado en tecnología de vanguardia
- Oportunidades de crecimiento profesional
- Proceso de selección y modalidad home office
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