Mchambuzi mkuu wa data

Daraja la 8b · Mchambuzi wa data · Alama 595 za tathmini ya kazi

Tafsiri hii ilifanywa kutoka Kiingereza na msaidizi wa akili bandia na bado haijakaguliwa na mzungumzaji asilia. Nukuu kutoka UK GDaD PCF (Mfumo wa Uwezo wa Taaluma ya Kidijitali na Data wa Serikali ya Uingereza) na ESCO zinabaki kwa Kiingereza.

Kiwango cha UK GDaD PCF: Principal data analyst

Mara nyingi hufanywa katika daraja la Utumishi wa Umma G7 au G6.

A principal data analyst leads teams or significant areas of work in data analysis. They determine and implement appropriate standards, processes and structures to ensure data is prepared, managed and used effectively within the organisation.
At this role level, you will:
influence organisational decision making on data analysis and the use of data
oversee continuous improvement of the organisation's data practices and management
represent the data analyst community inside and outside of the organisation

Contains public sector information from the UK Government Digital and Data Profession Capability Framework (https://understand-digital-data-roles-skills.service.gov.uk/), licensed under the Open Government Licence v3.0. © Crown copyright.

Wajibu

Kuweka viwango vya taasisi vya uchambuzi wa data, uhakikisho wa ubora na mazoezi ya uchambuzi yanayoweza kurudiwa.
Kuwashauri viongozi watendaji na wa kitabibu kuhusu ushahidi ulio nyuma ya maamuzi makubwa kuhusu huduma na uwekezaji.
Kuongoza jumuiya ya uchambuzi, ikiwemo mafunzo, zana na maendeleo ya taaluma.
Kuunda mipango ya ushirikishaji na uunganishaji wa data na washirika wa afya na matunzo.
Kusimamia moja kwa moja wachambuzi waandamizi na kuhakikisha timu ina uwezo na ujuzi inaohitaji.

Ujuzi

Ujuzi	Kiwango kinachotarajiwa	Kiwango hiki kinamaanisha nini
Applying statistical and analytical tools and techniquesUK GDaD PCF	Bingwa (4)	You can: identify opportunities to develop statistical insights and reports that support organisational objectives develop and guide others in a range of statistical and analytical techniques and tools oversee the quality assurance of statistical techniques and analytical outputs, continually improving and innovating practices use statistical and analytical outputs to influence stakeholders across the organisation and beyond
Communicating between the technical and non-technicalUK GDaD PCF	Bingwa (4)	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
Data ethics and privacyUK GDaD PCF	Mtaalamu (3)	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
Data managementUK GDaD PCF	Bingwa (4)	You can: champion and lead data management and governance processes within your team and across your organisation define and lead on the implementation of data management responsibilities define data management tools and develop training requirements to implement data governance processes effectively enable continuous improvement of data management practices and compliance with data governance policies
Data preparation and linkageUK GDaD PCF	Bingwa (4)	You can: develop analytical data models using a deep understanding of data sources ensure data models are implemented using tools and systems that align with modelling standards set data quality standards in the organisation or beyond, and ensure stakeholders understand their importance mentor others in data quality and modelling
Data visualisationUK GDaD PCF	Bingwa (4)	You can: translate business requirements into goals for data visualisations set and advocate for new standards and practices in inclusive, accessible data visualisation identify data visualisation capability gaps and implement appropriate training promote the value and adoption of data visualisations across the organisation strategically support stakeholders in understanding and using a story
Delivering business impact through dataUK GDaD PCF	Bingwa (4)	You can: champion the role of data across the organisation strategically communicate the business impact of data across the organisation lead others in delivering, and identifying opportunities to deliver, scalable data products that align to organisational objectives partner with others, including other professions, to decide when to pivot to deliver business impact
Developing code for analysisUK GDaD PCF	Bingwa (4)	You can: oversee and promote the implementation of coding standards and practices on existing and new analytical outcomes, products and services contribute to coding standards across the organisation ensure reproducibility of code and code documentation across the organisation
Managing a data projectUK GDaD PCF	Bingwa (4)	You can: advise on problem statement development, ensuring standards are met oversee and advise on the planning and implementation of the project life cycle on varied data projects share good practice in adapting teams' ways of working to deliver project outcomes lead and develop stakeholder relationships for your team's data projects
Kuelewa huduma za afya na matunzoMarejeleo haya	Bingwa (4)	Unaweza: kuunda mkakati wa taasisi kwa kutumia uelewa wa kina wa mfumo wa afya na matunzo kuiwakilisha taasisi kwa washirika na viongozi wa afya na matunzo kutarajia jinsi sera na mabadiliko ya huduma yatakavyoathiri huduma za kidijitali na matunzo
Usimamizi wa taarifa na ulinzi wa dataMarejeleo haya	Mtaalamu (3)	Unaweza: kuongoza tathmini za athari za ulinzi wa data na makubaliano ya ushirikishaji wa taarifa kushauri timu kuhusu msingi halali, ridhaa, usiri na uhifadhi kuchunguza matukio na kupendekeza maboresho
Usimamizi wa ubora wa dataMarejeleo haya	Bingwa (4)	Unaweza: kuweka viwango vya ubora wa data kwa taasisi na washirika wake kuongoza programu za kuboresha ubora wa data
Kuficha utambulisho na udhibiti wa ufichuziMarejeleo haya	Mtaalamu (3)	Unaweza: kubuni mbinu za majina bandia na uunganishaji zinazotenganisha vitambulisho na data ya uchambuzi kutathmini hatari ya kumtambulisha upya mtu katika seti ya data au uchapishaji na kuchagua udhibiti unaofaa kushauri timu kuhusu mazingira salama, kama vile mazingira yanayoaminika ya utafiti
Istilahi za kitabibu na uainishajiMarejeleo haya	Mtaalamu (3)	Unaweza: kubuni miundo ya data na seti za marejeleo kwa kutumia istilahi za kitabibu kuchora ramani kati ya istilahi na uainishaji, na kueleza mipaka ya ramani kushauri timu kuhusu matumizi ya istilahi katika bidhaa na uchanganuzi
Usimamizi wa watuMarejeleo haya	Mtaalamu (3)	Unaweza: kusimamia timu moja kwa moja, ukiweka malengo na kuendesha tathmini za utendaji kusaidia ustawi na kusimamia mahudhurio, utendaji na mwenendo kupanga maendeleo ya timu na urithi wa nafasi

Sifa na uzoefu wa kawaida

Uzoefu mpana wa kuongoza uchambuzi wa data katika taasisi.

Muhtasari wa Daraja la 8b

Maarifa: Ujuzi wa kitaalamu katika taaluma kadhaa au huduma kubwa.
Uhuru wa kutenda: Huunda sera na mkakati wa eneo kubwa.
Wigo: Huduma au timu kadhaa, au taaluma ya ngazi ya juu kabisa.
Uongozi: Husimamia mameneja, au ni mamlaka kuu katika taaluma.
Uwajibikaji: Huduma kadhaa, wafanyakazi wake, na bajeti zake.

Tathmini ya kazi (ya kielelezo)

Kigezo	Kiwango	Muhtasari wa kiwango	Alama
Ujuzi wa mawasiliano na kujenga mahusiano	5	Hutoa taarifa tata sana au zenye utata zinazohitaji ujuzi uliokuzwa wa ushawishi na majadiliano, hutoa mawasilisho kwa makundi makubwa, au huwasiliana palipo na vikwazo vikubwa vya ukubalifu.	45
Maarifa, mafunzo na uzoefu	8	Maarifa ya hali ya juu (shahada ya uzamivu pamoja na mafunzo ya ziada au yanayolingana), au maarifa maalumu katika fani zaidi ya moja yaliyojengwa kwa kipindi kirefu.	240
Ujuzi wa uchambuzi na uamuzi	5	Hufanya maamuzi kuhusu ukweli au hali tata sana zinazohitaji uchambuzi, ufasiri na ulinganisho wa chaguzi.	60
Ujuzi wa kupanga na kuratibu	4	Hupanga shughuli au mikakati tata ya aina nyingi, akiirekebisha inapohitajika.	42
Ujuzi wa kimwili	2	Ujuzi unaopatikana kwa mazoezi, kama vile matumizi ya kawaida ya kibodi au kuendesha gari.	15
Wajibu wa huduma kwa wagonjwa na wateja	1	Huwasaidia wagonjwa, wateja au ndugu wakati wa mawasiliano ya bahati.	4
Wajibu wa sera na uendelezaji wa huduma	4	Hutekeleza sera na kuendeleza sera au huduma kwa huduma moja au maeneo kadhaa.	32
Wajibu wa rasilimali za fedha na mali	2	Hushughulikia fedha taslimu au vitu vya thamani, hutunza vifaa vinavyotumiwa na wengine, hudhibiti akiba ya bidhaa, au huidhinisha malipo madogo.	12
Wajibu kwa watu	3	Husimamia kundi la wafanyakazi kila siku, hufundisha mafunzo ya msingi au maalumu, au hutoa ushauri wa msingi wa rasilimali watu.	21
Wajibu wa rasilimali za taarifa	5	Hubuni na kuendeleza mifumo mikubwa ya taarifa, au huendesha mifumo ya taarifa ya huduma kadhaa kama jukumu kuu.	34
Wajibu wa utafiti na maendeleo	2	Mara kwa mara hufanya utafiti, maendeleo, majaribio ya kitaalamu, au majaribio ya vifaa na mifumo kama sehemu ya kazi.	12
Uhuru wa kutenda	5	Hufanya kazi ndani ya sera za jumla, na katika hali nyingi huamua jinsi ya kuzifasiri.	45
Juhudi za kimwili	1	Kukaa, kusimama na kutembea, kwa juhudi ndogo ya kimwili.	3
Juhudi za kiakili	4	Umakini wa muda mrefu mara kwa mara, au umakini mkali mara chache.	18
Juhudi za kihisia	1	Kukumbana mara chache, au kukumbana kwa njia isiyo ya moja kwa moja mara chache, na hali zenye kusikitisha.	5
Mazingira ya kazi	2	Mazingira yasiyopendeza mara chache, safari za mara kwa mara au kazi za nje, au matumizi ya skrini karibu bila kikomo siku nyingi.	7
Jumla (Daraja la 8b: 585 hadi 629)			595