You can demonstrate expert knowledge of existing data and AI ethics frameworks in and outside government and can advise others seeking ethical guidance.
NCF Category: Data
Advice (Data Ethics) (DXC2.5) (Level 5)
You can drive the organisation and system to embed, assure and improve data ethics to generate robust, ethical technological and data-driven solutions.
Governance framework (DGC2.2) (Level 5)
You can set the strategy for applying end-to-end data governance frameworks, processes, operational policies, standards, compliance and assurance.
Data governance standards (DGC2.1) (Level 5)
You can define the data governance strategy for the organisation, and connect it with the wider organisational and system strategy.
Adoption (Data Engineer) (DEC7.6) (Level 5)
Direct the identification, evaluation and adoption of new or existing data technologies to improve business processes.
Horizon scanning (DEC7.5) (Level 5)
Take strategic view identifying long term opportunities and ensuring organisation is well placed to take advantage of cutting-edge developments.
Emerging trends (DEC7.2) (Level 5)
Embed innovation processes throughout business units and link strategy execution with innovation.
Metadata best practice (DEC5.3) (Level 5)
Plan and lead data engineering activities for strategic, large and complex programmes.
Modernisation tools (DEC4.2) (Level 5)
Develops organisational policies, standards, and guidelines for the development and secure operation of data services and products.
Data engineering best practice (DEC3.5) (Level 5)
Maintain excellent knowledge of database and data warehouse concepts, design principles and technologies and work with data engineers to implement database / data warehouse designs that support demands of users.
Development opportunities (Data Analyst) (DAC6.2) (Level 2)
You will seek out development opportunities for you to learn both as an individual and as a team, sharing your knowledge with your peers, whilst building people skills into all aspects of your daily routine.
Development opportunities (Data Analyst) (DAC6.2) (Level 3)
You embrace opportunities to add to the variety of services you and your team provide analysis to.
Risk methodologies (DGC6.5)(Level Four)
You can apply different risk methodologies in proportion to the risk.
Advice (DGC6.4)(Level Four)
You can work with higher impact or more complex risks, advising on the impact and whether it’s within risk tolerance.
Policy (DGC6.2)(Level Four)
You can define strategies and policies, providing guidance to others on working in the strategic context.
Strategic goals (DGC6.1)(Level Four)
You can evaluate current strategies to ensure business requirements are being met and exceeded where possible.
Influencing (Data Governance) (DGC5.6) (Level Four)
You can influence stakeholders and manage relationships effectively.
Consensus building (DGC5.5)(Level Four)
You can build consensus across a wide range of stakeholders concerning data governance requirements and best practice.
Relationship building (DGC5.3)(Level Four)
You can build long-term strategic relationships and communicate clearly and regularly with stakeholders.
Literacy development (DGC5.2)(Level Four)
You can identify employee training courses and other opportunities to improve the organisation’s data literacy skills and data-driven culture.
Data Literacy (DGC5.1) (Level Four)
You can recommend data literacy as a valuable skill across all levels of the organisation.
Monitoring (DGC4.7)(Level Four)
You can independently monitor how policies and standards are applied and complied with, taking action where necessary.
Partnership working (DGC4.6) (Level Four)
You can work effectively with subject matter experts from across programmes to introduce best practice.
Regulations, standards and ethics standards (DGC4.4) (Level Four)
You can define data governance policies, processes and standards, and can ensure these are understood at senior levels throughout organisational programmes and projects.
Regulations, standards and ethics best practice (DGC4.3) (Level Four)
You can demonstrate a good understanding of relevant data laws, regulations, codes of practice and ethical requirements, and can apply these to your work.
Application (DGC4.2) (Level Four)
You can demonstrate a good understanding of relevant data laws, regulations, codes of practice and ethical requirements, and can apply these to your work.
Awareness (DGC4.1) (Level Four)
You can understand how the law and ethical considerations relate to one another.
Automation (Data Governance) (DGC3.8)(Level Four)
You can seek to automate data management activities where possible.
Data management knowledge sharing (DGC3.7)(Level Four)
You can communicate opportunities to improve data maturity.
Improvement (DGC3.6)(Level Four)
You can continually communicate and improve data management practices in your teams.
Data management best practice (DGC3.5)(Level Four)
You can lead the implementation of data best practices.
Maturity models (DGC3.4)(Level Four)
You can lead on monitoring and improving areas of data maturity.
Toolsets (DGC3.3)(Level Four)
You can help define and support the use of common toolsets.
Assurance (DGC3.2)(Level Four)
You can advocate data governance and data management standards and guidelines within your team’s products and services.
Integration (DGC3.1)(Level Four)
You can develop processes to enable good data management practices and compliance with data governance policies.
Accreditation (DGC2.8)(Level Four)
You can meet the requirement for relevant data governance accreditation.
Data governance best practice (DGC2.7)(Level Four)
You can understand and apply data governance structures and principles over a data life cycle, ensuring best practice at each phase.
Data governance knowledge sharing (DGC2.6) (Level Four)
You can work with internal and external stakeholders to build organisational capacity and capability in data governance.
Data lifecycle (Data Governance) (DGC2.5) (Level Four)
You can design and implement continuous improvements to optimise data governance over a data life cycle.
Emerging trends (Data Governance) (DGC2.4) (Level Four)
You can identify areas of innovation in data tools and techniques, and recognise appropriate timing for adoption.
Multidisciplinary teams (DGC2.3)(Level Four)
You can implement and monitor data governance using standard methodology throughout the data life cycle, within a large organisation.
Governance framework (DGC2.2) (Level Four)
You can take responsibility for specific parts of a data governance framework within the organisation.
Data governance standards (DGC2.1) (Level Four)
You can demonstrate knowledge of data governance industry standards.
Communication best practice (DGC1.9) (Level Four)
You can share data communication skills with the team and across government.
Presentation (DGC1.8)(Level Four)
You can present analysis and visualisations in clear ways to communicate complex messages.
Benefits and value (Data Governance) (DGC1.7) (Level Four)
You can give tactical and strategic recommendations.
Tailored presentation (Data Governance) (DGC1.6) (Level Four)
You can turn complex data into compelling, clear and actionable stories.
Reporting (Data Governance) (DGC1.5) (Level Four)
You can communicate negative and positive information to stakeholders.
Facilitation (Data Governance) (DGC1.4) (Level Four)
You can support or host difficult discussions within the team or with diverse senior stakeholders.
Positive communications (DGC1.3)(Level Four)
You can manage active and reactive communication.
Stakeholder management (Data Governance) (DGC1.2)(Level Four)
You can effectively manage stakeholder expectations.
Non-technical audiences (Date Governance) (DGC1.1) (Level Four)
You can listen to the needs of technical and business stakeholders, and interpret them.
Risk methodologies (DGC6.5) (Level Three)
You can describe different risk methodologies and how these are applied, as well as the proportionality of risk.
Advice (DGC6.4)(Level Three)
You can advise on risk impact and whether it’s within risk tolerance.
Risk ownership (DGC6.3) (Level Three)
You can work with risk owners to advise and give feedback.
Policy (DGC6.2)(Level Three)
You can contribute to the development of strategy and policies.
Strategic goals (DGC6.1) (Level Three)
You can work within a strategic context and communicate how activities meet strategic goals.
Influencing (Data Governance) (DGC5.6) (Level Three)
You can work to improve stakeholder relationships, using evidence to explain decisions made.
Consensus building (DGC5.5)(Level Three)
You can build and reach consensus.
User need (DGC5.4) (Level Three)
You can tailor communication to stakeholders’ needs and work with them to build relationships, while also meeting user needs.
Relationship building (DGC5.3)(Level Three)
You can identify important stakeholders and communicate with them clearly and regularly.
Literacy development (DGC5.2)(Level Three)
You can support data literacy training and development by enabling data consumers to understand what they can and cannot do with data.
Literacy development (DGC5.2) (Level Three)
You can support data literacy training and development by enabling data consumers to understand what they can and cannot do with data.
Data Literacy (DGC5.1) (Level Three)
You can raise awareness of the need for data literacy within the organisation.
Monitoring (DGC4.7)(Level Three)
You can work within a team to monitor how data policies and standards are applied and complied with, identifying action where necessary.
Partnership working (DGC4.6)(Level Three)
You can work effectively with subject matter experts to develop the rules, policies and guidance needed to safeguard the organisation’s data assets.
Context (Data Governance) (DGC4.5)(Level Three)
You can understand which standards need to be applied where.
Regulations, standards and ethics standards (DGC4.4)(Level Three)
You can demonstrate an understanding of best practice data policies, processes and standards, and can implement them effectively.
Regulations, standards and ethics best practice (DGC4.3)(Level Three)
You can demonstrate an awareness of emerging best practice in areas such as data ethics, and an understanding of the changing landscape.
Application (DGC4.2)(Level Three)
You can apply relevant data and ethical frameworks and standards to your work.
Awareness (DGC4.1) (Level Three)
You can understand all aspects of data governance and use, ensuring these are maintained in-line with laws, regulations, codes of practice and ethical requirements.
Improvement (DGC3.6) (Level Three)
You can describe the benefits of potential improvements.
Data management best practice (DGC3.5) (Level Three)
You can measure data maturity and implement best practices.
Maturity models (DGC3.4) (Level Three)
You can explain the different data maturity models available.
Assurance (DGC3.2) (Level Three)
You can participate in or deliver the assurance of a service.
Integration (DGC3.1) (Level Three)
You can understand data governance and how it works in relation to other organisational governance structures.
Data lifecycle (Data Governance) (DGC2.5) (Level Three)
You can understand and apply data governance over a data life cycle, ensuring best practice at each phase.
Emerging trends (Data Governance) (DGC2.4) (Level Three)
You can understand the impact on the organisation of emerging trends in data tools, analysis techniques and data usage.
Multidisciplinary teams (DGC2.3)(Level Three)
You can work effectively with technical teams and other stakeholders to implement a data governance framework, and make recommendations to ensure compliance.
Governance framework (DGC2.2) (Level Three)
You can develop an end-to-end data governance framework (the processes, operational policies and standards needed to support data management).
Data governance standards (DGC2.1) (Level Three)
You can demonstrate up-to-date knowledge of data governance theory, standard methodology and the practical considerations.
Benefits and value (Data Governance) (DGC1.7) (Level Three)
You can give tactical recommendations.
Tailored presentation (Data Governance) (DGC1.6) (Level Three)
You can shape and share communications relevant to the audience.
Reporting (Data Governance) (DGC1.5) (Level Three)
You can understand the appropriate media to communicate findings.
Positive communications (DGC1.3) (Level Three)
You can be an advocate for the team externally, and can manage differing perspectives.
Stakeholder management (Data Governance) (DGC1.2)(Level Three)
You can support and host discussions within a multidisciplinary team, with potentially difficult dynamics.
Non-technical audiences (Date Governance) (DGC1.1) (Level Three)
You can communicate effectively with technical and non-technical stakeholders.
Risk methodologies (DGC6.5) (Level Two)
You can describe different risk methodologies and how these are applied.
Policy (DGC6.2) (Level Two)
You can contribute to the development of strategy and policies.
Literacy development (DGC5.2)(Level Two)
You can support data literacy training and development by enabling data consumers to understand what they can and cannot do with data.
Data Literacy (DGC5.1) (Level Two)
You can raise awareness of the need for data literacy within the organisation.
Monitoring (DGC4.7)(Level Two)
You can work within a team to monitor how data policies and standards are applied and complied with, identifying action where necessary.
Regulations, standards and ethics best practice (DGC4.3)(Level Two)
You can demonstrate an awareness of emerging best practice in areas such as data ethics, and an understanding of the changing landscape.
Application (DGC4.2)(Level Two)
You can apply relevant data and ethical frameworks and standards to your work.
Awareness (DGC4.1) (Level Two)
You understand the laws, regulations, codes of practice and ethical requirements associated with data governance.
Improvement (DGC3.6)(Level Two)
You can describe the benefits of potential improvements.
Data management best practice (DGC3.5) (Level Two)
You can measure data maturity and identify best practices.
Maturity models (DGC3.4) (Level Two)
You have an understanding of the different data maturity models available.
Assurance (DGC3.2)(Level Two)
You can participate in or deliver the assurance of a service.
Integration (DGC3.1) (Level Two)
You can understand data governance and how it works in relation to other organisational governance structures.