Developing code for analysis

Citée du UK GDaD PCF.

Niveaux

1. Sensibilisation

You can:

• explain the importance of coding for analysis
• explain the value of maintaining analytical approach documentation
• design an analytical approach with support, for example, writing simple code

2. Pratique

You can:

• design the analytical approach and the code needed to address simple research questions
• explain the importance of testing code
• review and improve analytical approaches under supervision, including code
• produce analytical approach documentation that describes the code you wrote

3. Confirmé

You can:

• design and implement the analytical approach, including code, using appropriate standards and tests
• lead collaboration to review and improve analytical approaches, including shared code
• guide others in producing analytical approach documentation, identifying improvements

4. Expert

You can:

• oversee and promote the implementation of coding standards and practices on existing and new analytical outcomes, products and services
• contribute to coding standards across the organisation
• ensure reproducibility of code and code documentation across the organisation

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

• develop data processing applications (correspondance proche)
• R (correspondance étroite)
• Python (computer programming) (correspondance étroite)

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