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Urgent! Machine Learning Engineer Job Opening In Bogotá – Now Hiring Inetum Catalonia

Machine Learning Engineer



Job description

Descripción del empleo

Estamos en búsqueda de profesionales en Ingeniería de Sistemas, Electrónica o carreras afines, con más de 4 años de experiencia en proyectos de Ingeniería de datos y desarrollo de soluciones escalables para el procesamiento, con experiencia en la construcción y optimización de modelos de machine learning, automatización de procesos y visualización de datos.

Responsabilidades:

  • Diseñar, desarrollar e implementar aplicativos de ML, y LLMs y realizar ajustes de rendimiento garantizando que los modelos sean escalables
  • Diseño, estructura y estandarización de objetos de datos para una fácil reutilización y funcionalidad cruzada para su reusabilidad
  • Integrar de modelos ML y servicios multinube en aplicaciones empresariales
  • Evaluar de modelos ML y LLMs mediante métricas avanzadas (si aplica) asegurando funcionamiento continuo y monitoreo de la infrastructura de ML / Gen AI 
  • Implementar de guardarrailes para evitar sesgos en modelos Gen AI (en conjunto con DS)
  • Desplegar y optimizar procesos de inferencias en AWS
  • Productivizar el producto de DATA a través de APIs
  • Implementar buenas prácticas de desarrollo alineadas con los estándares tecnológicos y estrategias de Data Engineering.

Requisitos

  • Programación: Conocimiento en Python (TensorFlow, PyTorch, LangChain), APIs conexión, FASTAPI
  • AWS Services: AWS SageMaker, Lambda, Step Functions
  • Orquestación: Conocimiento en sobre flujo CI/CD con Jenkirs
  • Bases de datos: OpenSearch, DynamoDB, S3
  • Procesamiento de datos: Spark, SQL, Pandas, Polars
  • Contenedores: Podman para contenedores en App Runner
  • Al Skills: Prompt engineering RAG
  • Monitoreo: AWS cloud watch, AWS Cloud Trail


Información adicional

Habilidades blandas clave

  • Capacidad analítica para interpretar y transformar grandes volúmenes de datos en activos confiables y reutilizables.
  • Habilidad para documentar procesos y comunicar de forma clara tanto a audiencias técnicas como de negocio.
  • Proactividad para proponer mejoras en arquitecturas y procesos de datos existentes.
  • Comunicación asertiva para interactuar con equipos técnicos y áreas de negocio.
  • Liderazgo colaborativo y capacidad para influir positivamente en equipos y proyectos.
  • Pensamiento analítico y enfoque en la resolución de problemas complejos.
  • Proactividad para identificar riesgos y proponer mejoras continuas.
  • Organización y gestión del tiempo para manejar múltiples tareas simultáneamente.


Required Skill Profession

Computer Occupations



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