Mwanasayansi kiongozi wa data

Daraja la 8a · Mwanasayansi wa data · Alama 560 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: Lead data scientist

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

A lead data scientist is a leader, coach, and champion of data science. They have responsibility for managing and developing teams, building organisational capability, and setting and communicating direction.
At this role level, you will:
have experience in identifying opportunities to deploy extensive knowledge of data science techniques, and in challenging the status quo
design and implement scalable data science outputs and products, driving collaboration with others in support of organisational objectives
select the most appropriate tools and technologies
navigate ethical and data challenges
communicate and present effectively
challenge delivery plans and priorities

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

Kuongoza timu za sayansi ya data na kuweka mwelekeo, vipaumbele na viwango vyake.
Kupata fursa ambapo sayansi ya data inaweza kuboresha matunzo, na kutoa hoja kuzihusu kwa viongozi wa kitabibu na wa huduma.
Kuhakikisha miundo inabuniwa, inathibitishwa na kufuatiliwa ili ibaki salama na ya haki katika matumizi.
Kutatua changamoto tata za kimaadili na za data, kama vile ridhaa, upendeleo na matumizi ya data nyeti.
Kujenga uwezo wa sayansi ya data kupitia uongozi, uajiri na mafunzo.

Ujuzi

Ujuzi	Kiwango kinachotarajiwa	Kiwango hiki kinamaanisha nini
Applied maths, statistics and scientific practicesUK GDaD PCF	Bingwa (4)	You can: identify opportunities to develop statistical insight, reports and models to support organisational objectives, while collaborating across the organisation effectively critique statistical analyses use a variety of data analytics techniques (such as data mining and prescriptive and predictive analytics) for complex data analysis through the whole data life cycle use model outputs to produce evidence and help design services and policies understand a broad range of statistical tools, particularly those deployed within the organisation, and can use these appropriately and help others to use them
Data engineeringUK GDaD PCF	Bingwa (4)	You can: help to identify the data engineering requirements for any data science product, while working with data engineers and data scientists to design and deliver those products into the organisation effectively understand the need to cleanse and prepare data before including it in data science products and can put reusable processes and checks in place understand a broad range of architectures, including cloud and on-premise, and data manipulation and transformation tools deployed within the organisation, and can use these tools appropriately and help others use them
Data ethics and privacyUK GDaD PCF	Bingwa (4)	You can: oversee compliance with data ethics standards and legislation across the organisation develop, manage and continuously improve an ethical framework within your area develop a data ethics culture, influencing others to act on it ensure data ethics is applied appropriately when formulating, implementing and evaluating organisational policies and programmes
Data science innovationUK GDaD PCF	Bingwa (4)	You can: be a leader in the data science space demonstrate in-depth knowledge of data science tools and techniques, which you can use to solve problems creatively and to create opportunities for your team act as a coach, inspiring curiosity and creativity in others demonstrate in-depth knowledge of your chosen profession and keep up to date with changes in the industry challenge the status quo and always look for ways to improve data science
Delivering business impactUK GDaD PCF	Bingwa (4)	You can: champion the role of data science within the organisation understand and champion user research, and can design and manage processes to gather and establish user needs identify and create opportunities to develop and deliver data science products to support organisational objectives, while collaborating across the organisation to fulfil meaningful goals take responsibility for delivering scalable data science products into the organisation, and establishing maintenance support
Developing data science capabilityUK GDaD PCF	Bingwa (4)	You can: act as a leader or technical specialist, providing detailed support and guidance within the organisation and helping colleagues to develop skills set the direction of CPD (continuous professional development) within your team keep up to date with new developments in data science and can match those to opportunities in your organisation talk confidently about the benefits of data science approaches to existing and potential customers demonstrate an in-depth understanding of a wide range of data science techniques, such as machine learning and natural language processing, and detailed knowledge of at least one specialism use these techniques to build data science solutions, including reports, models and dashboards
Programming and build (data science)UK GDaD PCF	Bingwa (4)	You can: write complex programs and scripts seek to make code open source where appropriate supervise junior analysts and set coding standards for your team understand software architecture and how to write efficient, optimised code perform user testing on products prior to launch
Understanding product deliveryUK GDaD PCF	Bingwa (4)	You can: understand the differences between delivery methods, such as Agile and waterfall, and can set out how your team should use and adapt these methods lead a team through the different phases of the product delivery life cycle collaborate with the product manager to influence the direction of work identify and involve relevant teams to smoothly deliver data science products into the organisation, ensuring these products inform decision making ensure products are monitored, maintained and continually improved, engaging and working with others where necessary have oversight of any data science features implemented within products or services
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	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
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
AI salama na ya haki katika huduma za afyaMarejeleo haya	Mtaalamu (3)	Unaweza: kupanga uthibitishaji, tathmini ya upendeleo na ufuatiliaji wa moja kwa moja wa muundo pamoja na wenzako wa kitabibu kuamua lini muundo unahitaji kufunzwa upya, kudhibitiwa au kuondolewa kushauri timu ni lini muundo unaweza kudhibitiwa kama kifaa tiba na ushahidi gani unahitaji
Usimamizi wa hatari za kitabibuMarejeleo haya	Utendaji (2)	Unaweza: kushiriki katika warsha za hatari na kuchangia kumbukumbu ya hatari kufuata mchakato wa usimamizi wa hatari za kitabibu kwa kazi yako kutoa ushahidi kwa hoja ya usalama wa kitabibu, kama vile matokeo ya majaribio
Udhibiti wa programu za vifaa tibaMarejeleo haya	Utendaji (2)	Unaweza: kufuata mchakato wa mzunguko wa maisha wa programu unaotimiza viwango vya vifaa tiba kutengeneza kumbukumbu ambazo mchakato kama huo unahitaji
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 timu za sayansi ya data.

Muhtasari wa Daraja la 8a

Maarifa: Ujuzi wa kitaalamu wa taaluma na usimamizi wake.
Uhuru wa kutenda: Hufasiri sera ya taasisi kwa huduma; huweka mwelekeo wa timu.
Wigo: Eneo la huduma au taaluma katika taasisi nzima.
Uongozi: Husimamia timu, au huongoza taaluma bila usimamizi wa moja kwa moja.
Uwajibikaji: Eneo la huduma, wafanyakazi wake, na bajeti yake.

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	7	Maarifa maalumu yaliyokuzwa sana katika upana wa fani hiyo (kiwango cha shahada ya uzamili au kinacholingana).	196
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	3	Hufanya utafiti au maendeleo ndani ya programu rasmi kama jukumu kuu.	21
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 8a: 540 hadi 584)			560

UK GDaD PCF inapendekeza mwanasayansi kiongozi wa data na mkuu wa sayansi ya data wote katika G7 au G6. Marejeleo haya yanaweka kiongozi katika Daraja la 8a na mkuu katika Daraja la 8b, ili ngazi hizi mbili ziwe katika madaraja tofauti.