Applied mathematics and statistics involves applying analytical methods including exploratory data analysis, visualisation and statistical testing to help make accurate recommendations. Skill level Description Awareness You can:understand the theoretical basis for applied practicesbegin to apply the theory to practical examples Working You can:understand how and when to practically apply existing best practice solutions Practitioner You … Read more
Data visualisation involves producing graphical representations that communicate data, such as charts and graphs. Skill level Description Awareness You can:work under direction to use the most appropriate medium to visualise data to tell a story, relevant to the fully defined goals and able to be acted uponpresent, communicate and disseminate analysis and recommendations appropriately, under … 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
Communication involves conveying information using the most effective medium and language for the audience. Data Analyst Skill level Description Awareness You can:show an awareness of the need to translate technical concepts into non-technical languageunderstand what communication is required with internal and external stakeholders Working You can:communicate effectively with technical and non-technical stakeholderssupport and host discussions … Read more
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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