애널리틱스 엔지니어링 책임자

You can:

• mediate between people and strengthen relationships, adopting the appropriate communication method with stakeholders at all levels
• manage stakeholder expectations and moderate difficult discussions about high risk and complex topics, even within constrained timescales
• speak on behalf of, and represent the community to, large audiences inside and outside the organisation

You can:

• understand and help teams to apply a range of techniques for data profiling
• source system analysis from a complex single source
• bring multiple data sources together in a conformed model for analysis

You can:

• advocate for adoption of unfamiliar and emerging technologies, or familiar technologies in new data contexts, ensuring organisation objectives, user needs, and operational constraints inform decisions
• develop organisational capability in data innovation through leadership
• anticipate future technology changes and advise how to take advantage of them to realise value from data

You can:

• understand different ways to model data to maximise its use and value
• ensure data is modelled appropriately, and modelling standards exist and are complied with
• understand a number of data integration tools and patterns, and ensure your teams have the support and training needed to use the most appropriate methods
• build relationships with other senior data professionals (in fields such as data architecture, data engineering and data science) to share best practice and continually improve data modelling and integration processes and standards

You can:

• identify how metadata repositories can support different areas of the organisation
• communicate the value of metadata repositories
• set up robust governance processes to keep repositories up to date

You can:

• anticipate problems and defend against them at the right time
• understand how a problem fits into the larger picture
• identify and describe problems, and help others to describe them
• build problem-solving capabilities in others

You can:

• set standards for programming tools and techniques
• select appropriate development methods for a problem
• advise on the application of standards and methods that ensure security, maintainability and compliance
• take technical responsibility for all stages of a software development project, providing technical advice and guidance to stakeholders

You can:

• review requirements and specifications, and define test conditions
• identify issues and risks associated with work
• analyse and report test activities and results

You can:

• design data architecture that deals with problems across the enterprise
• work across all organisational subject areas and internal and external programmes

할 수 있는 일:

• 보건·돌봄 시스템에 대한 깊은 이해를 바탕으로 조직 전략을 형성한다
• 보건·돌봄 파트너와 리더에게 조직을 대표한다
• 정책과 서비스 변화가 디지털 서비스와 돌봄에 어떤 영향을 줄지 예측한다

할 수 있는 일:

• 개인정보 영향평가와 정보 공유 협약을 이끈다
• 적법한 근거, 동의, 비밀 유지, 보존에 대해 팀에 조언한다
• 인시던트를 조사하고 개선을 권고한다

할 수 있는 일:

• 조직과 그 파트너의 데이터 품질 기준을 정한다
• 데이터 품질 개선 프로그램을 이끈다

할 수 있는 일:

• 임상 용어 체계를 사용하여 데이터 모델과 참조 세트를 설계한다
• 용어 체계와 분류 사이를 매핑하고 매핑의 한계를 설명한다
• 프로덕트와 분석에서의 용어 사용에 대해 팀에 조언한다

할 수 있는 일:

• 매니저를 이끌고 큰 영역의 문화를 형성한다
• 인력 계획과 조직 변경을 설계한다
• 리더를 코칭하고 복잡한 사람 문제를 해결한다

할 수 있는 일:

• 예산을 보유하고 관리하며, 차이를 예측하고 설명한다
• 비용과 편익을 보여 주는 비즈니스 케이스를 작성한다