Mhandisi wa uchanganuzi
Wahandisi wa uchanganuzi hugeuza data ghafi za afya na matunzo kuwa miundo safi ya data, iliyojaribiwa na kuandikwa ambayo wachambuzi, wanasayansi wa data na zana za kuripoti wanaweza kuitegemea. Wako kati ya uhandisi wa data na uchambuzi, wakitumia mazoezi ya uhandisi wa programu kama vile udhibiti wa matoleo, majaribio na ukaguzi wa msimbo katika mabadiliko yaliyo nyuma ya ripoti na dashibodi za taasisi.
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.
- Familia
- Data
- Jukumu la UK GDaD PCF
- Analytics engineer (Data)
- Taaluma za ESCO
- data engineer (ISCO-08 2511); business intelligence manager (ISCO-08 2421)
- Kwenye GitHub
- Hati ya jukumu · Data za jukumu
Ngazi
| Daraja | Ngazi ya jukumu | Kiwango cha UK GDaD PCF | Madaraja ya Utumishi wa Umma | Alama za tathmini ya kazi |
|---|---|---|---|---|
| 4 | Mhandisi wa uchanganuzi mwanafunzi | Trainee analytics engineer | AO/EO | 276 |
| 6 | Mhandisi wa uchanganuzi | Analytics engineer | HEO/SEO | 418 |
| 7 | Mhandisi mwandamizi wa uchanganuzi | Senior analytics engineer | SEO/G7 | 477 |
| 8a | Mhandisi kiongozi wa uchanganuzi | Lead analytics engineer | G7 | 551 |
| 8c | Mkuu wa uhandisi wa uchanganuzi | Head of analytics engineering | G6 | 634 |
Katika taasisi ya huduma za afya za kidijitali
- Miundo ya data hubeba fasili za kitabibu na za kiutendaji, kama vile kinachohesabiwa kuwa kulazwa, kulazwa tena, au kukiuka kiwango cha muda wa kusubiri, hivyo fasili hukubaliwa na viongozi wa kitabibu na wa kiutendaji.
- Misimbo ya kitabibu kutoka istilahi na uainishaji kama SNOMED CT na ICD hupangwa katika seti za marejeleo kwa ajili ya uchambuzi, ambazo zinahitaji udhibiti makini wa matoleo.
- Miundo inayotumika kwa ripoti za utendaji na ufadhili lazima iwe thabiti na inayoweza kukaguliwa, kwa sababu makosa yanaweza kuathiri maamuzi kuhusu huduma za wagonjwa.
- Miundo mara nyingi hushikilia data za kiwango cha mgonjwa zenye majina bandia, hivyo ufikiaji, uandishi wa nyaraka na upunguzaji wa data huingizwa ndani yake.
Maelezo ya jukumu la UK GDaD PCF
An analytics engineer transforms data relevant to the organisation into structures that enable analysis and decision-making.
In this role, you will:
- work with subject matter experts to understand organisational processes and translate these into data structures optimised for analysis
- work with data users to design and build data models they can use for effective analysis and decision-making, using modelling techniques such as Kimball or Inmon
- support data quality improvement
- develop standards for data transformation
- create and maintain data documentation
- refine requirements in response to feedback from users and changes in the organisation
- provide ongoing support to users
Taaluma na ujuzi wa ESCO
ESCO huorodhesha ujuzi na maarifa ambayo waajiri kwa kawaida huhitaji (muhimu) au wanaweza kuhitaji (hiari) kwa kila taaluma. Yatumie kama orodha ya ukaguzi kwa mazungumzo ya maendeleo.
data engineer
Data engineers develop the architecture needed to process, manage, and store large amounts of data which will be used by data scientists for analysis. They design the infrastructure and maintain data pipelines and warehouses to leverage data for strategic advantage.
Ujuzi na maarifa ya Muhimu (23)
Ujuzi na umahiri
- create data sets
- design database in the cloud
- develop data processing applications
- establish data processes
- implement data warehousing techniques
- manage ICT data architecture
- manage data
- manage quantitative data
- manage research data
- perform dimensionality reduction
- process data
- store digital data and systems
- use data processing techniques
- use databases
Maarifa
- cloud technologies
- computer science
- data analytics
- data models
- data storage
- data warehouse
- database management systems
- unstructured data
Mengineyo
Ujuzi na maarifa ya Hiari (5)
Ujuzi na umahiri
Maarifa
business intelligence manager
Business intelligence managers gain knowledge of the industry, the innovative processes therein, and contrast them with the operations of the company in order to improve them. They focus their analysis in the supply chain processes, warehouses, storage, and sales as to facilitate communication and revenue improvement.
Ujuzi na maarifa ya Muhimu (33)
Ujuzi na umahiri
- advise on efficiency improvements
- align efforts towards business development
- analyse the context of an organisation
- apply change management
- create a work atmosphere of continuous improvement
- develop company strategies
- develop revenue generation strategies
- ensure compliance with policies
- gather technical information
- identify undetected organisational needs
- implement strategic planning
- improve business processes
- integrate strategic foundation in daily performance
- interpret business information
- liaise with managers
- make data-driven decisions
- manage business knowledge
- manage project metrics
- monitor company policy
- perform business analysis
- perform data analysis
- provide improvement strategies
- track key performance indicators
Maarifa
Ujuzi na maarifa ya Hiari (26)
Ujuzi na umahiri
- advise on tax policy
- analyse business plans
- analyse production processes for improvement
- analyse supply chain strategies
- deliver business research proposals
- identify suppliers
- implement a management system
- keep updated on innovations in various business fields
- make strategic business decisions
- manage budgets
- monitor customer behaviour
- perform business research
- perform market research
- recommend product improvements
- train employees
- use consulting techniques
Maarifa
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.