Mhandisi mwandamizi wa uchanganuzi

Daraja la 7 · Mhandisi wa uchanganuzi · Alama 477 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: Senior analytics engineer

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

A senior analytics engineer oversees the development and testing of data models, including directing the work of other analytics engineers.
At this role level, you will:
oversee tasks and support less senior analytics engineers
build relationships with stakeholders within a defined area
coach and mentor less senior analytics engineers
ensure documentation of data meets standards
ensure issues and risks are resolved
oversee training and support for users of data sets
explore and develop new ways of working with data

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

Kusimamia usanifu na majaribio ya miundo ya data katika maeneo kadhaa ya huduma.
Kukubaliana fasili za vipimo muhimu na viongozi wa kitabibu, wa kiutendaji na wa fedha, na kuhakikisha miundo inazitumia kwa uthabiti.
Kuhakikisha miundo inayolisha ripoti za utendaji na ufadhili inaweza kukaguliwa na imejaribiwa vizuri.
Kutatua masuala na hatari za data pamoja na wahandisi wa data na wamiliki wa data.
Kuwaongoza na kuelekeza kazi ya wahandisi wengine wa uchanganuzi.

Ujuzi

Ujuzi	Kiwango kinachotarajiwa	Kiwango hiki kinamaanisha nini
Communicating between the technical and non-technicalUK GDaD PCF	Utendaji (2)	You can: communicate effectively with technical and non-technical stakeholders support and host discussions within a multidisciplinary team, with potentially difficult dynamics be an advocate for the team externally manage differing stakeholder perspectives
Data analysis and synthesisUK GDaD PCF	Utendaji (2)	You can: undertake data profiling and source system analysis present clear insights to colleagues to support the end use of the data
Data innovationUK GDaD PCF	Utendaji (2)	You can: experiment with unfamiliar and emerging technologies, or familiar technologies in new data contexts, with guidance share what you learn with the team, explaining potential benefits, risks, and practical considerations identify opportunities to apply technology to improve data processes or outcomes in an operational setting or the wider organisation
Data modelling, cleansing and enrichmentUK GDaD PCF	Mtaalamu (3)	You can: build and review complex data models, ensuring adherence to standards use data integration tools and languages to integrate and store data, and advise teams on best practice ensure data for analysis meets data quality standards and is interoperable with other data sets, enabling reuse work with other data professionals to improve modelling and integration patterns and standards
Metadata managementUK GDaD PCF	Mtaalamu (3)	You can: design an appropriate metadata repository suggest changes to improve current metadata repositories understand a range of tools for storing and working with metadata advise less experienced members of the team about metadata management
Problem managementUK GDaD PCF	Utendaji (2)	You can: initiate and monitor actions to investigate patterns and trends to resolve problems effectively consult specialists where required determine the appropriate resolution and assist with its implementation determine preventative measures
Programming and build (data and analytics engineering)UK GDaD PCF	Mtaalamu (3)	You can: lead the design, code, testing and deployment of secure, resilient and maintainable solutions continuously improve the codebase and reliability of solutions create automation to improve the software development life cycle work with others to implement standards and good practice to ensure security, testability and maintainability of solutions
TestingUK GDaD PCF	Utendaji (2)	You can: review requirements and specifications, and define test conditions identify issues and risks associated with work analyse and report test activities and results
Turning business problems into data designUK GDaD PCF	Mtaalamu (3)	You can: design data architecture that deals with problems spanning different business areas identify links between problems to devise common solutions work across multiple subject areas, or a single large or complicated subject area produce appropriate patterns
Kuelewa huduma za afya na matunzoMarejeleo haya	Mtaalamu (3)	Unaweza: kuchambua jinsi huduma inavyolingana na njia za matunzo katika taasisi mbalimbali kufanya kazi na madaktari, wafanyakazi wa matunzo na wagonjwa kuunda huduma za kidijitali kueleza athari za maamuzi ya kidijitali kwa matunzo, usalama na mzigo wa kazi wa wafanyakazi
Usimamizi wa taarifa na ulinzi wa dataMarejeleo haya	Utendaji (2)	Unaweza: kutumia kanuni za ulinzi wa data kwenye kazi yako kuchangia tathmini za athari za ulinzi wa data kushughulikia maombi ya taarifa na kumbukumbu kwa usahihi
Usimamizi wa ubora wa dataMarejeleo haya	Mtaalamu (3)	Unaweza: kufafanua kanuni na vipimo vya ubora wa data kufanya kazi na watoa data kurekebisha visababishi vya ubora duni
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
Kuficha utambulisho na udhibiti wa ufichuziMarejeleo haya	Utendaji (2)	Unaweza: kufanya kazi na data yenye majina bandia na kufanya ukaguzi wa ufichuzi kabla ya kutoa matokeo kutambua ni lini data iliyounganishwa au ya kina inaweza kumtambulisha mgonjwa

Sifa na uzoefu wa kawaida

Uzoefu mkubwa wa kuunda miundo ya data na uhandisi wa uchanganuzi, katika kiwango kinacholingana na shahada ya uzamili.

Muhtasari wa Daraja la 7

Maarifa: Ujuzi maalumu uliokuzwa sana, kwa kawaida hadi kiwango cha shahada ya uzamili au uzoefu unaolingana.
Uhuru wa kutenda: Hufanya kazi kwa sera ya taasisi; huamua jinsi matokeo yanavyofikiwa; ndiye mtaalamu wanayemshauriana naye wengine.
Wigo: Bidhaa au huduma kadhaa, au kitengo maalumu.
Uongozi: Huongoza timu au eneo la mazoezi ya kitaaluma.
Uwajibikaji: Utoaji wa huduma au kitengo maalumu, na bajeti yake ikiwa anaisimamia.

Tathmini ya kazi (ya kielelezo)

Kigezo	Kiwango	Muhtasari wa kiwango	Alama
Ujuzi wa mawasiliano na kujenga mahusiano	4	Hutoa taarifa tata, nyeti au zenye utata zinazohitaji ujuzi wa ushawishi, majadiliano au ufundishaji, au taarifa tata sana.	32
Maarifa, mafunzo na uzoefu	7	Maarifa maalumu yaliyokuzwa sana katika upana wa fani hiyo (kiwango cha shahada ya uzamili au kinacholingana).	196
Ujuzi wa uchambuzi na uamuzi	4	Hufanya maamuzi kuhusu ukweli au hali tata zinazohitaji uchambuzi, ufasiri na ulinganisho wa chaguzi.	42
Ujuzi wa kupanga na kuratibu	3	Hupanga shughuli kadhaa tata, akirekebisha mipango inapohitajika.	27
Ujuzi wa kimwili	3	Ujuzi uliokuzwa unaohitaji kasi au usahihi, kama vile matumizi ya hali ya juu ya kibodi.	27
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	3	Hutekeleza sera za eneo lake na kupendekeza mabadiliko yanayoathiri maeneo mengine.	21
Wajibu wa rasilimali za fedha na mali	1	Hutunza binafsi vifaa na rasilimali zinazotumika katika kazi yake.	5
Wajibu kwa watu	2	Husimamia au huratibu wafanyakazi kila siku, hufunza wengine mara kwa mara, au hutoa ushauri wa msingi wa rasilimali watu.	12
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	4	Matokeo yamebainishwa, lakini mwenye nafasi huamua jinsi ya kuyafikia, ndani ya sera pana.	32
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 7: 466 hadi 539)			477