Data architect

11 skills

Find out more about the role of a Data architect and the skills you need to do it.

  • Communicating between the technical and non-technical

    GOVUK DDAT Framework

    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.

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  • Communicating data

    GOVUK DDAT Framework

    You can use the most appropriate medium to visualise data to tell compelling stories that are relevant to business goals and can be acted upon. You can present, communicate and disseminate data effectively, appropriately and with high impact.

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  • Data analysis and synthesis

    GOVUK DDAT Framework

    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 have an understanding of analytical tools. You can demonstrate numeracy. You can show an awareness of advances in digital analytics tools and data manipulation products, and can keep up to date with them. You can collect, collate, cleanse, synthesise and interpret data to derive meaningful and actionable insights.

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  • Data governance

    GOVUK DDAT Framework

    You can understand data governance and how it works in relation to other organisational governance structures. You can participate in or deliver the assurance of a service.

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  • Data innovation

    GOVUK DDAT Framework

    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.

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  • Data modelling

    GOVUK DDAT Framework

    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.

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  • Data standards

    GOVUK DDAT Framework

    You can develop and set data standards for an organisation. You can communicate the business benefit of data standards, and champion and govern those standards across the organisation.

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  • Metadata management

    GOVUK DDAT Framework

    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.

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  • Problem resolution (data)

    GOVUK DDAT Framework

    You can log, analyse and manage problems to identify and implement the appropriate solution. You can ensure that the problem is fixed.

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  • Strategic thinking

    GOVUK DDAT Framework

    You can take an overall perspective on business issues, events and activities, and discuss their wider implications and long-term impact. You can determine patterns, standards, policies, roadmaps and vision statements. You can effectively focus on outcomes rather than solutions and activities.

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  • Turning business problems into data design

    GOVUK DDAT Framework

    You can work with business and technology stakeholders to translate business problems into data designs. You can create optimal designs through iterative processes, aligning the system requirements and organisational objectives with the user needs.

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