Especialista en Análisis de Datos
Code 2511.3.A
This role has no official English translation yet; it is shown in Spanish.
Los analistas de datos importan, inspeccionan, limpian, validan, modelan o interpretan recopilaciones de datos con respecto a los objetivos empresariales de la empresa. Garantizan que las fuentes de datos y los repositorios proporcionan datos coherentes y fiables. Los analistas de datos utilizan diferentes algoritmos e instrumentos informáticos, como exigen la situación y los datos actuales. Podrían elaborar informes en forma de visualizaciones, como gráficos, cartas y paneles de control.
Essential skills
Knowledge
- Análisis exploratorio de datos
- Desafíos específicos en el análisis de datos de salud
- Expresiones de análisis de datos (DAX)
- GIT
- Monitoreo y evaluación continua de los resultados de las decisiones
- Métodos de visualización y exploración de datos
- PostgreSQL
- Power Pivot
- Python (computer programming)
- SQL Server
- Sistemas de control centralizados y distribuidos
- Sistemas de control de versiones
- Técnicas de normalización y análisis de datos
- algorithms
- software anomalies
- database
- object-oriented modelling
- statistics
- information structure
- database development tools
- tools for software configuration management
- query languages
- data models
- integrated development environment software
- probability theory
- visual presentation techniques
Skills and competences
- Administrar el flujo de trabajo con GitHub
- Analizar series de tiempo
- Configurar un GIT
- Gestionar ramas de código abierto
- Gestionar repositorios remotos
- Interpretar los resultados del análisis de datos
- Manejar gráficos Excel
- Realizar análisis exploratorio
- create database diagrams
- create data models
- define database physical structure
- develop data processing applications
- establish data processes
- manage database
- manage changes in ICT system
- manage data
- integrate ICT data
- normalise data
- prepare visual data
- deliver visual presentation of data
- perform data cleansing
- use databases
- use software libraries
- use query languages
- use object-oriented programming
- use data processing techniques
Transversal competences
- apply statistical analysis techniques
- build predictive models
- execute analytical mathematical calculations
- data quality assessment
- report analysis results
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What to assess for this role
Technical knowledge can be verified with tests and references. What never shows up on a CV are the transversal competences, and they explain most failed hires. Before closing, it pays to measure them with a standardised battery.
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Sources
This service uses the ESCO classification of the European Commission and the Mapha Taxonomy developed by OTIC SOFOFA (CC BY 4.0), in an adapted version. Group codes come from the ILO's ISCO-08. See sources and licences