Data protection and ethics involves understanding the ethical and legal obligations of storing and protecting business critical information, and encouraging responsible data use. Skill level Description Awareness This skill level is currently not defined. Working You can:apply relevant data and ethical frameworks and standards to your workunderstand all aspects of data governance and use, ensuring … Read more
Data engineering involves ensuring the correct systems are available to enable the collection, analysis and extrapolation of data. Skill level Description Awareness You can:show an awareness of the need for engineering support to design and deliver products into the organisationappreciate the need to cleanse and prepare data before including it in data science products and … Read more
Agile delivery involves encouraging teams to build incrementally, test and iterate their work based on regular feedback and other useful data. Skill level Description Awareness This skill level is currently not defined. Working You can:demonstrate experience in applying Agile principles in practiceprovide a clear, open and transparent framework in which teams can delivershow an awareness … Read more
Project management involves understanding the life cycle of a project to achieve its objectives within the agreed parameters. Skill level Description Awareness You can:show an awareness of project management techniques, and an appreciation of how they are applied in the environment Working You can:apply your knowledge and experience of project management methodologies, including tools and … Read more
You can understand data sources, data organisation and storage. Skill level Description Awareness You can:show an awareness of organisational data governance, and how it works in relation to other organisational governance structures Working You can:understand data governance and how it works in relation to other organisational governance structuresparticipate in or deliver the assurance of a … Read more
You can plan, design, manage, execute and report tests, using appropriate tools and techniques. You can work within regulations. You can ensure that risks associated with deployment are adequately understood and documented. Testing involves ensuring that requirements have been fully met by using appropriate tools and techniques to verify that a product or service works. … Read more
You can demonstrate knowledge of the specific technologies necessary to fulfil the responsibilities and tasks of the role. You can apply the required breadth and depth of technical knowledge. You can actively keep informed of industry developments to make cost-effective use of new and emerging tools and technologies. Skill level Description Awareness You can:show an … Read more
You can design, write and iterate code from prototype to production-ready. You can understand security, accessibility and version control. You can use a range of coding tools and languages. Data Engineering Skill level Description Awareness This skill level is currently not defined. Working You can:design, code, test, correct and document simple programs or scripts under … Read more
Problem management involves anticipating and identifying problems in systems, processes or services, and ensuring appropriate solutions are implemented. You can log, analyse and manage problems to identify and implement the appropriate solution. You can ensure that the problem is fixed. Data Engineer Skill level Description Awareness You can:explain the types of problems in databases, data … Read more
You can understand a variety of metadata management tools. You can design and maintain the appropriate metadata repositories to enable the organisation to understand its data assets. Skill level Description Awareness This skill level is currently not defined. Working You can:work with metadata repositories to complete complex tasks such as data and systems integration impact … Read more