data quality specialist
Code 2519.1
Data quality specialists review organisation's data for accuracy, recommend enhancements to record systems and data acquisition processes and assess referential and historical integrity of data. They also develop documents and maintain data quality goals and standards and oversee an organisation's data privacy policy and monitor compliance of data flows against data quality standards.
Essential skills
Knowledge
- Análisis exploratorio de datos
- Evaluación de la calidad del servicio en la codificación y gestión de datos
- Métodos de evaluación de riesgos de privacidad
- Métodos de visualización y exploración de datos
- Técnicas de normalización y análisis de datos
- database
- information structure
- resource description framework query language
- query languages
Skills and competences
- Fomentar una cultura que valora la seguridad y la ética en el manejo de los datos
- Interpretar datos de wearables
- Interpretar los resultados del análisis de datos
- Solucionar problemas de compatibilidad de datos entre sistemas interconectados en salud
- implement data quality processes
- design database scheme
- establish data processes
- manage database
- manage data
- manage standards for data exchange
- handle data samples
- normalise data
- process data
- perform data cleansing
- utilise regular expressions
- use data processing techniques
Transversal competences
- address problems critically
- define data quality criteria
- report analysis results
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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