Developing code for analysis

Citerad från UK GDaD PCF.

Nivåer

1. Medvetenhet

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. Tillämpande

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. Erfaren

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.

Närmaste ESCO-färdigheter

• develop data processing applications (nära träff)
• R (snäv träff)
• Python (computer programming) (snäv träff)

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

Rollnivåer som förväntar sig den här färdigheten