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Urgent! Senior Machine Learning Engineer Job Opening In Medellín – Now Hiring BPT Software

Senior Machine Learning Engineer



Job description

Somos BPT (Business Processes & Technologies), una fábrica de datos, analítica y aplicaciones potenciadas con IA.

Desde 2014 transformamos organizaciones, articulando estratégicamente procesos, datos e inteligencia artificial para lograr agilidad, eficiencia y toma de decisiones precisa.

Ofrecemos soluciones tecnológicas end to end, desarrolladas bajo nuestro marco de trabajo, para identificar las necesidades corporativas, acompañando la transformación de las organizaciones en dos verticales de negocio:

  • Software & cloud: Procesos digitales cloud native a tu medida como ventaja competitiva.

  • IA power apps:
    Procesos digitales a tu medida, potenciados con inteligencia artificial como ventaja competitiva

Entregados bajo tres modelos de servicio:

  • BPT Managed POD: BPT Gestiona el alcance, calidad y capacidad técnica de la solución, de acuerdo al Journey desarrollado con cada cliente.

  • Customer Managed POD (Staff Augmentation): el cliente integra talento especializado BPT a su equipo y se encarga de su gestión, de acuerdo a la necesidad de cada negocio.

  • Support and maintenance POD:
    BPT dispone un equipo con capacidad fija, para atención de incidentes, eventos y mejoras menores de acuerdo con la estimación de la capacidad y la gestión de incidentes y eventos.

Buscamos Ingeniero Machine Learning
con experiencia en Machine Learning,
modelos de optimización
(programación Lineal y no lineal).

Formación


• Profesional en estadística, Ingeniería de Sistemas, Ciencias de la Computación, Matemáticas o carreras a fin.

Experiencia:


• 3 a 4 años en implementación y mantenimiento de modelos de Machine Learning y modelos de lenguaje grande (LLM) utilizando MLFlow.


• Manejo de herramientas como Docker, TensorFlow Serving y MLOps.


• Desarrollo y gestión de modelos end-to-end, desde la experimentación hasta la producción.


• Implementación de modelos en servicios de
Azure Machine Learning
y
Azure Databricks
.


• Trabajo en equipo, comunicación clara y resolución de problemas.

Habilidades


• Programación en Python y uso de librerías de Machine Learning.


• Uso de MLFlow para gestión de modelos.


• Manejo de contenedores con Docker y conocimientos básicos de Kubernetes en Azure.


• Experiencia con servicios de Azure: Azure ML, Databricks, Blob Storage, Key Vault.


• Manejo de bases de datos SQL y NoSQL.


• Uso de Git para control de versiones.

Funciones


• Participar en el diseño y desarrollo de modelos de Machine Learning.


• Implementar y desplegar modelos en entornos de prueba y producción.


• Generar y almacenar embeddings para procesamiento de lenguaje natural.


• Crear y desplegar modelos LLM usando técnicas RAG.

Ofrecemos


• Salario de acuerdo a experiencia


• Contrato a término indefinido


• Plan de bienestar y beneficios extra-legales en tiempo (póliza de salud, vida, exequial etc)


• Plan de formación y capacitación


Required Skill Profession

Other General



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