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Data science innovation

Data science involves examining data through statistical analysis and data mining, to identify patterns and uncover insights that can inform decision-making.

Citada del UK GDaD PCF.

Niveles

1. Conocimiento básico

You can:

  • adopt an inquisitive and curious approach to data
  • be receptive to learning about data science and its techniques
  • be unafraid to ask questions and discover what there is to learn
2. Operativo

You can:

  • adopt an inquisitive and curious approach to data
  • seek out and research new data science techniques to support learning
  • ask questions to improve your knowledge and learn about data science norms
  • see possibilities for improvements and innovation
3. Profesional

You can:

  • demonstrate practical knowledge of data science tools and techniques
  • develop data science solutions that maximise insight
  • identify opportunities for how data science can improve data practices
4. Experto

You can:

  • be a leader in the data science space
  • demonstrate in-depth knowledge of data science tools and techniques, which you can use to solve problems creatively and to create opportunities for your team
  • act as a coach, inspiring curiosity and creativity in others
  • demonstrate in-depth knowledge of your chosen profession and keep up to date with changes in the industry
  • challenge the status quo and always look for ways to improve data science

Contains public sector information from the UK Government Digital and Data Profession Capability Framework (https://understand-digital-data-roles-skills.service.gov.uk/), licensed under the Open Government Licence v3.0. © Crown copyright.

Habilidades de ESCO más cercanas

Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.

Niveles de rol que esperan esta habilidad

Nivel del rolRolBandaNivel esperado
Científico de datos en formaciónCientífico de datos4Conocimiento básico
Científico de datos asociadoCientífico de datos5Operativo
Científico de datosCientífico de datos6Profesional
Científico de datos principalCientífico de datos7Experto
Científico de datos líderCientífico de datos8aExperto
Responsable de ciencia de datosCientífico de datos8bProfesional
Ingeniero de aprendizaje automático séniorIngeniero de aprendizaje automático7Profesional
Ingeniero de aprendizaje automático líderIngeniero de aprendizaje automático8bExperto