Desarrollador Machine Learning

hace 3 meses


Zapopan, México HTM A tiempo completo

Perfil de puesto: Desarrollador en Machine Learning.

Ocupaciones:
Desarrollar, evaluar, desplegar y mantener modelos y servicios de ML y DL usando técnicas novedosas.

Conocimientos en:

- Conocimientos solidos en matemáticas (álgebra lineal, matemáticas discretas, teoría de probabilidad).
- Conocimientos solidos en análisis de algoritmos (Notación asintótica, programación dinámica, etc.).
- Python, numpy, matplotlib.
- C++.
- EDA (Exploratory Data Analysis) (Pandas y otras como SweetViz, SpeedML).
- Scikit-Learn (técnicas como SVM, MLP, RF, Kmeans, DBSCAN, t-SNE, PCA, etc. ).
- OpenCV (tanto desde Python como C++) y Scikit-Image.
- Frameworks de DL TensorFlow/Keras y Pytorch (al menos uno de los dos).
- Conocimiento de Backbones clásicos de DL (ResNet50, MobileNet, EfficientNet, etc.).
- SQL.
- Consola de Linux.

Deseables:

- TensorFlow Lite.
- Conocimiento de CRISP-ML(Q).
- Conocimientos de cómputo en la nube en GCP y/o AWS.
- Cómputo evolutivo.
- Conocimiento en LLM.

Habilidades blandas:

- Comunicación oral y escrita en inglés.
- Buena actitud ante trabajo bajo presión.
- Trabajo en equipo.
- Abierto a aprender nuevas tecnologías.

Tipo de puesto: Tiempo completo

Sueldo: $20,000.00 - $30,000.00 al mes

Beneficios:

- Estacionamiento gratuito
- Horarios flexibles
- Opción a contrato indefinido
- Seguro de gastos médicos mayores
- Seguro de vida
- Vacaciones adicionales o permisos con goce de sueldo

Tipo de jornada:

- Turno de 8 horas

Lugar de trabajo: Empleo presencial



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