Data Scientist Semi Senior

hace 3 meses


Ciudad de México CDMX Artificial Dynamics A tiempo completo

**ÚNETE A NUESTRO EQUIPO**

¿Quieres ser parte de un grupo apasionado por la IA?

**Estamos buscando Data Scientis Semi-senior para nuestra área de Machine Learning.** Nuestros científicos de datos no solo tienen habilidades técnicas sólidas en análisis de datos y modelado de aprendizaje automático, sino también capacidad de trabajar de manera colaborativa y efectiva comunicando los resultados y las implicaciones de los modelos desarrollados. Sus responsabilidades son:

- Realizar Análisis Exploratorio de Datos (EDA).
- Limpieza de datos, Data Wrangling, data munging, data tidying, entre otros procesos.
- Generar insights a partir de los datos analizados.
- Realizar análisis de series de tiempo, análisis de cohortes, y segmentación de clientes.
- Creación y diseño de modelos de aprendizaje supervisado y no supervisado
- Optimizar modelos y ajustar hiperparámetros para mejorar rendimiento y precisión.
- Colaborar estrechamente con otros miembros del equipo, incluidos científicos de datos, ingenieros de datos y stakeholders del negocio.
- Implementar modelos en producción y asegurar su correcto funcionamiento.
- Monitorear el desempeño de los modelos en producción y realizar ajustes según sea necesario para mantener su eficacia y relevancia.

**Conocimiento mínimo 2 años en**:
**Python**:

- Pandas
- Numpy
- Scikit-learn
- PyCaret
- MLFlow (deseable)
- Airflow (deseable)

**R**: Data.table, Smooth, Arrow, Plyr, Ggplot2

**Modelos estadísticos**:

- Pruebas de hipótesis
- Muestreo
- Regresiones lineales generalizadas
- Árboles de decisión (stacking, boosting, bagging)
- Clustering

**Cómputo en la nube** (básico en AWS, Azure, Huawei)

Familiaridad con **PySpark**

Uso de **Git, GitLab** o algún versionador de código

**Escolaridad o formación requerida**:

- Título universitario en Física,, Matemáticas, Ciencias de la Computación, Ingeniería en computación, Estadística u otro campo relacionado.
- Maestría en Ciencia de Datos, Machine Learning o áereas afines - deseable

Tipo de puesto: Tiempo completo, Por tiempo indeterminado

Sueldo: $25,000.00 - $30,000.00 al mes

Beneficios:

- Ayuda o servicio de transporte
- Días de maternidad superiores a los de la ley
- Días de paternidad superiores a los de la ley
- Horarios flexibles
- Seguro de la vista
- Seguro de vida

Tipo de jornada:

- Turno de 8 horas

Experiência:

- Análisis Exploratorio de Datos (EDA): 2 años (Obligatorio)

Lugar de trabajo: remoto híbrido en 01030, Ciudad de México, CDMX



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