Uwch ddadansoddwr data

You can:

• lead the development of valuable statistical insights and reports
• identify and apply a range of statistical and analytical techniques and tools, and support others in applying them
• quality assure statistical techniques and analytical outputs across a team
• engage with stakeholders and share statistical and analytical techniques to increase understanding and trust

You can:

• listen to and interpret the needs of technical and non-technical stakeholders, and manage their expectations
• manage active and reactive communication
• support or host difficult discussions within the team or with diverse senior stakeholders

You can:

• work with stakeholders to identify and address ethical and privacy concerns
• demonstrate and communicate how data ethical issues fit into the wider organisational context
• research developments in data ethics and privacy to improve compliance and processes
• assess and constructively challenge proposed data ethics policies

You can:

• advocate for effective data governance and data management policies and guidelines within your team and across your organisation
• monitor and improve data management practices in your team
• help define, develop and support the use of data management tools, procedures and methods in compliance with data governance policies

You can:

• plan the framework of an analytical data model based on appropriate data sources
• support the implementation of data models using appropriate tools and systems
• ensure your team understands the importance of data quality and modelling

You can:

• use a range of data visualisations to simplify a complex story
• adapt a story to the needs of multidisciplinary stakeholders
• advise and support others in developing inclusive, accessible data visualisations that recognise different user needs
• suggest improvements to data visualisation processes and standards to increase efficiency and quality

You can:

• lead and support others in using data to deliver business impact
• define and communicate the scope of the business impact you deliver so the value is clear
• identify opportunities to develop data products that deliver business impact
• develop and deliver scalable data products that align to organisational priorities and enable decision making

You can:

• design and implement the analytical approach, including code, using appropriate standards and tests
• lead collaboration to review and improve analytical approaches, including shared code
• guide others in producing analytical approach documentation, identifying improvements

You can:

• identify and define a problem statement
• apply and share project management methodologies, including tools and techniques
• plan and implement different stages of the data project life cycle
• communicate progress of data projects with stakeholders
• adapt teams' ways of working to deliver different project outcomes and requirements

Gallwch:

• dadansoddi sut mae gwasanaeth yn ffitio i lwybrau gofal ar draws sefydliadau
• gweithio gyda chlinigwyr, staff gofal, a chleifion i lunio gwasanaethau digidol
• egluro effaith penderfyniadau digidol ar ofal, diogelwch, a llwyth gwaith staff

Gallwch:

• arwain asesiadau o'r effaith ar ddiogelu data a chytundebau rhannu gwybodaeth
• cynghori timau ar sail gyfreithlon, cydsyniad, cyfrinachedd, a chadw
• ymchwilio i ddigwyddiadau ac argymell gwelliannau

Gallwch:

• diffinio rheolau a mesurau ansawdd data
• gweithio gyda darparwyr data i fynd i'r afael ag achosion sylfaenol ansawdd gwael

Gallwch:

• dylunio dulliau ffugenwi a chysylltu sy'n cadw dynodwyr ar wahân i ddata dadansoddi
• asesu risg ailadnabod set ddata neu gyhoeddiad a dewis mesurau rheoli addas
• cynghori timau ar leoliadau diogel, fel amgylcheddau ymchwil dibynadwy

Gallwch:

• dod o hyd i'r codau cywir ar gyfer eitem ddata neu ffurflen a'u defnyddio
• defnyddio porwyr terminoleg a setiau cyfeirio

Gallwch:

• adnabod a herio ymddygiad sy'n eithrio eraill
• ystyried anghenion gwahanol wrth gynllunio eich gwaith