Salary
≈ $55k – $140k per year (Estimated)
Location
Remote (Argentina)
Seniority
Senior · 3+ years exp
Employment
Full-Time
Overview
Company
Impact
Profile match
Redbee is a software development company headquartered in Buenos Aires, Argentina. The company builds custom web and mobile products for clients using Java, Go, Node, React, and React Native, and also takes on architecture, cloud, and platform engineering work. It operates as a nearshore partner for companies in the Americas and staffs projects with distributed engineering teams across Argentina and neighbouring countries.
¿Cuáles serán tus responsabilidades?
- Diseñar e implementar soluciones con LLMs: RAG, agentes, function calling, orquestación de prompts y fine-tuning liviano cuando aplique.
Integrar APIs de proveedores de AI (OpenAI, Anthropic, Google, etc.) en sistemas productivos, con foco en costo, latencia y confiabilidad.
- Evaluar y elegir arquitecturas (vector stores, frameworks de orquestación como LangChain/LlamaIndex, pipelines de embeddings).
- Definir métricas de evaluación de calidad de modelos/agentes (accuracy, hallucination rate, guardrails) y monitoreo en producción.
- Colaborar con equipos de DevSecOps para asegurar despliegues seguros (manejo de datos sensibles, control de acceso, auditoría de prompts).
- Participar en propuestas técnicas y estimaciones para clientes, traduciendo necesidades de negocio en soluciones de AI viables.
¿Qué esperamos de vos?
- 3+ años de experiencia en desarrollo de software (Python y/o TypeScript/Node).
- Experiencia concreta implementando soluciones con LLMs en producción (no solo POCs).
- Conocimiento de patrones RAG, prompt engineering y arquitecturas de agentes.
- Experiencia con al menos un framework de orquestación (LangChain, LlamaIndex, Semantic Kernel, o similar).
- Familiaridad con vector databases (Pinecone, Weaviate, pgvector, etc.).
Inglés técnico para leer documentación y papers.
- Experiencia en fine-tuning o entrenamiento de modelos propios.
- Conocimiento de MLOps (versionado de modelos, CI/CD para ML, observabilidad).
- Background en consultoría o roles client-facing.
- Certificaciones o experiencia con cloud providers (AWS, GCP, Azure) en servicios de AI.
Requisitos deseables:
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