Illustratif Profils de référence pour une organisation générique de santé numérique, et non des fiches de poste officielles. À propos de cette référence.

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.

Citée du UK GDaD PCF.

Niveaux

1. Sensibilisation

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. Pratique

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. Confirmé

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. Expert

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.

Compétences ESCO les plus proches

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

Niveaux de rôle qui attendent cette compétence

Niveau de rôleRôleBandeNiveau attendu
Data scientist en formationData scientist4Sensibilisation
Data scientist adjointData scientist5Pratique
Data scientistData scientist6Confirmé
Data scientist principalData scientist7Expert
Data scientist référentData scientist8aExpert
Responsable de la science des donnéesData scientist8bConfirmé
Ingénieur en apprentissage automatique seniorIngénieur en apprentissage automatique7Confirmé
Ingénieur en apprentissage automatique référentIngénieur en apprentissage automatique8bExpert