Data Scientist assisting with prospective analysis and risk parameter modelling for Desjardins Group. Developing econometric models and projecting financial risks to support strategic management.
DI
Hybrid Docente TP, Maestría en Ciencia de Datos e IA – Curso: Deep Learning
Posted 2 months ago
About the role
- Part-time faculty teaching Deep Learning course at UTEC. Responsible for lesson design, student evaluation, and guiding projects.
Responsibilities
- Estarás a cargo del dictado del curso Deep Learning
- Diseñarás, prepararás y actualizarás el material de clases
- Evaluarás el desempeño de los estudiantes mediante prácticas, proyectos aplicados y evaluaciones por competencias
- Guiarás a los estudiantes en el desarrollo de modelos, experimentos y pipelines de Deep Learning
Requirements
- Fundamentos de Deep Learning: Redes neuronales, retropropagación, funciones de activación, normalización y optimización
- Arquitecturas avanzadas: CNN, RNN, LSTM, Transformers, Autoencoders y GANs
- Frameworks y librerías: TensorFlow, PyTorch, Keras, entre otros
- Procesamiento de datos: técnicas de preprocesamiento, y manejo de datasets a gran escala
- Entrenamiento y despliegue: experiencia en entrenamiento distribuido, tuning de hiperparámetros, evaluación de modelos y despliegue en producción (MLOps)
- Computación acelerada: uso de GPU/TPU y entornos en la nube (AWS, GCP, Azure) para entrenamiento de modelos
- Experiencia previa en docencia universitaria o de posgrado (deseable)
- Participación en proyectos de investigación o desarrollo aplicados a IA (deseable)
- Experiencia en la integración de modelos de Deep Learning en soluciones reales (deseable)
- Conocimiento práctico de herramientas complementarias como Docker, MLflow, FastAPI (deseable)
Benefits
- Descuentos en más de 200 establecimientos
- Oportunidad de aprender e involucrarte en distintos proyectos de UTEC
Job title
Job type
Experience level
Salary
Not specified
Degree requirement
Tech skills
Location requirements
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