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Data Science Sr

hace 3 meses

Monterrey, Nuevo León, México Neoris A tiempo completo

Data Science Sr:

Date:
Nov 14, 2023

Location:
MONTERREY, MX

Company:

NEORIS
En

NEORIS, acelerador digital que ayuda a las compañías a entrar en el futuro, estamos en búsqueda de Data Science Sr ,

Requerimientos:

Carrera:
Ingenierías (Ciencia de Datos, Computación, Electrónica, Mecatrónica, etc) / Matemáticas Aplicadas / Actuaría / Física / carreras afines.

Data Science

  • Desarrollo Modelos
  • Definir Variado & Complejo
  • Despliegue de Modelos
  • Definir Variado & Complejo
  • Tecnologías de Orquestración
  • Tecnologías de Almacenamiento
  • Control Versiones
  • Background Desarrollo

Herramientas a ocupar:

  • Data Warehouses / Data Lakes
  • Hana, snowflake, mongo, etc.
  • GCP Cloud storage, AWS S3, Azure Data Lake, otros.
  • Tipos de fuentes: SQL, Hojas de cálculo, Archivos separados por delimitados (csv, tsv, etc.), JSON, etc.

Deseable:

  • HTML, CSS & Javascript/ECMAScript
  • Dashboards: PowerBI, Tableu, Plotly Dash, Shiny, Streamlit, Microstrategy, etc.
  • Tecnologías de almacenamiento
  • Identifica y mapea fuentes de datos para crear consultas o procedimientos de extracción adecuados.

Principales Responsabilidades:

  • Participación en definiciones de Arquitectura de Data Science / Auto administrado / Autosuficiente para logro de resultados y da propuestas en sus interacciones
  • Desarrollo y despliegue de modelos predictivos/prescriptivos variados y complejos
  • Uso de herramientas en la nube / Tecnologías de orquestración
  • Deploy de modelos (+3 modelos) usando cualquiera de las siguientes opciones:
  • Aplicacion de Jenkins, Github Actions, Apache Airflow, DataBricks
  • Uso de Docker, Kubernetes o equivalente
  • Uso de

AWS:
Lambda, Sagemaker, etc.

  • Trabajo con

GCP:
Cloud Functions, Data Proc, etc.

  • Azure: Azure Functions, Azure Machine Learning, etc.
  • Creación de API's (FastAPI, Flask, Django, otros)
  • Control de versiones (git): Github, BitBucket, etc.
- background Desarrollo (una de las dos opciones)
- (R, Java, Scala, Julia, C, C++, C

  • Python
  • Aplicacion de modelos predictivos/prescriptivos (Machine Learning)
  • Big Data: Spark (más común), Hadoop, Casandra, Dask, Rapids (cudf, cupy, etc.), entre otras.
  • Fuertes conocimientos de conceptos usados para Data Science

Ofrecemos:

  • Crecimiento Profesional
  • Sueldo competitivo
  • Plan de beneficios
  • Prestaciones de Ley
  • Oportunidades de desarrollo
Database, Web Design, Java, Social Media, SQL, Technology, Creative, Marketing