You can produce data models and understand where to use different types. You can understand different tools and compare different data models. You can reverse engineer a data model from a live system. You can understand industry-recognised data modelling patterns and standards. Skill level Description Awarenesss This skill level is currently not defined. Working You … Read more
You can develop data services that are fit for purpose, resilient, scalable and future-proof, to meet user needs. You can demonstrate an understanding of how to expose data from systems (for example, through APIs), link data from multiple systems and deliver streaming services. Skill level Description Awareness This skill level is currently not defined. Working … Read more
You can recognise and exploit business opportunities to ensure more efficient and effective performance of organisations. You can explore new ways of conducting business and organisational processes. Skill level Description Awareness You can:show an awareness of opportunities for innovation with new tools and uses of data Working You can:understand the impact on the organisation of … Read more
You can integrate and separate data feeds to map, produce, transform and test new data products. Skill level Description Awareness This skill level is currently not defined. Working You can:design, build and test data products based on feeds from multiple systems, using a range of different storage technologies, access methods or bothcreate repeatable and reusable … Read more
You can understand how to apply basic techniques for the analysis of research data and synthesis of findings You can translate data into valuable insights that inform decisions. You can effectively involve teams in analytics and synthesis to increase consensus and challenge assumptions. You can identify and use the most appropriate analytical techniques, and you … Read more
You can communicate effectively across organisational, technical and political boundaries, understanding the context. You can make complex and technical information and language simple and accessible for non-technical audiences. You can advocate on behalf of a team and communicate what it does, to create trust and authenticity. You can successfully respond to challenges. Skill level Description … Read more
A data engineer develops and constructs data products and services, and integrates them into systems and business processes. https://ddat-capability-framework.service.gov.uk/role/data-engineer You will need the following skills for this role, although the level of expertise for each will vary, depending on the role level. Data Engineer A data engineer delivers the designs set by more senior members … Read more
Expert Methods for Designing, Developing and Deploying Data Warehouses