Growth Data Scientist employed at Mercari to drive ML initiatives for business impact and user engagement.
DI
Hybrid Docente TP, Maestría en Ciencia de Datos e IA – Curso: Deep Learning
Posted 4 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
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