AI Engineer
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Job Description
Senior AI Engineer role in fintech company aiming to promote financial inclusion using LLMs. Responsible for designing AI agent architectures and system implementation.
Responsibilities:
- Diseñar la arquitectura técnica de sistemas de agentes de IA (componentes, flujos, dependencias).
- Definir protocolos de interacción entre agentes (mensajería, turn-taking, roles).
- Implementar agentes con tool calling, planificación de tareas y ejecución segura.
- Diseñar y mantener estrategias de memoria, contexto y recuperación de conocimiento (RAG, embeddings).
- Colaborar con AI Platform en: Versionado de prompts, Evaluaciones automáticas, Monitoreo de calidad y costos.
- Definir criterios de escalamiento a humano y mecanismos de fallback.
- Analizar fallos en producción (hallucinations, loops, degradación de performance).
- Iterar agentes basándose en métricas reales de negocio y operación.
Requirements:
- Experiencia comprobable diseñando y desplegando aplicaciones basadas en LLMs en producción.
- Dominio de arquitecturas de agentes: Planner / executor, Tool-using agents, Multi-agent orchestration, Self-reflection / critic loops
- Experiencia implementando state management y memory (short-term, long-term, episodic).
- Integración de agentes con APIs, bases de datos, sistemas internos y event-driven workflows.
- Conocimiento práctico de prompt engineering avanzado (system prompts, role separation, constraints).
- Experiencia diseñando y operando human-in-the-loop workflows.
- Buen entendimiento de trade-offs entre: Latencia VS Calidad, Costo VS Profundidad de razonamiento, Autonomía VS Control.
- Sólidos fundamentos de ingeniería de software (testing, versionado, observabilidad).
Benefits:
- Flexibilidad laboral
- Oportunidades de desarrollo profesional
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