Programming and build (data science)

Wedi'i ddyfynnu o UK GDaD PCF, yn Saesneg.

Lefelau

1. Ymwybyddiaeth

You can:

• show a basic understanding of software development principles and can write simple scripts under supervision

2. Gweithio

You can:

• write and test scripts and create basic models in one or more languages
• collaborate on shared codebases, using a variety of methodologies

3. Ymarferydd

You can:

• write moderate to complex programs and scripts
• show a good understanding of testing methodologies and how to deploy code

4. Arbenigwr

You can:

• write complex programs and scripts
• seek to make code open source where appropriate
• supervise junior analysts and set coding standards for your team
• understand software architecture and how to write efficient, optimised code
• perform user testing on products prior to launch

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.

Sgiliau ESCO agosaf

• computer programming (cyfatebiaeth agos)
• Python (computer programming) (cyfatebiaeth gul)
• utilise machine learning (cyfatebiaeth gul)

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

Lefelau rôl sy'n disgwyl y sgil hon