Mchambuzi wa data
Wachambuzi wa data hugeuza data za afya na matunzo kuwa taarifa zinazosaidia madaktari, mameneja na wapangaji kufanya maamuzi. Huandaa, huunganisha na kuchambua data kutoka vyanzo vya kitabibu, vya kiutendaji na vilivyoripotiwa na wagonjwa, na kuziwasilisha katika ripoti, dashibodi na maelezo mafupi. Huhakikisha uchambuzi wao ni sahihi, unaoweza kurudiwa, na unashughulikia data za siri za wagonjwa kwa usalama.
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
- Data analyst (Data)
- Taaluma za ESCO
- data analyst (ISCO-08 2511)
- 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 |
|---|---|---|---|---|
| 5 | Mchambuzi msaidizi wa data | Associate data analyst | EO/HEO | 335 |
| 6 | Mchambuzi wa data | Data analyst | HEO/SEO | 418 |
| 7 | Mchambuzi mwandamizi wa data | Senior data analyst | SEO/G7 | 480 |
| 8b | Mchambuzi mkuu wa data | Principal data analyst | G7/G6 | 595 |
Katika taasisi ya huduma za afya za kidijitali
- Data nyingi huelezea wagonjwa mmoja mmoja, hivyo wachambuzi hufanya kazi na data zenye majina bandia inapowezekana na hukagua matokeo kwa hatari ya ufichuzi kabla ya kuyatoa.
- Data za afya hurekodiwa kwa istilahi na uainishaji wa kitabibu kama SNOMED CT na ICD, hivyo wachambuzi wanahitaji kujua jinsi misimbo inavyotumika na mahali inapoweza kupotosha.
- Ubora wa data hutofautiana kati ya mazingira ya matunzo na mifumo, na mapengo mara nyingi huathiri baadhi ya makundi ya wagonjwa zaidi ya mengine, hivyo wachambuzi hukagua upendeleo kabla ya kufikia hitimisho.
- Uchambuzi unaweza kubadilisha jinsi huduma zinavyopangwa, kufadhiliwa na kutolewa, hivyo matokeo yanahitaji tahadhari wazi na hayapaswi kukuza uhakika kupita kiasi.
Maelezo ya jukumu la UK GDaD PCF
A data analyst collects, manages, explores and shares data to support organisational objectives and deliver business impact.
In this role, you will:
- identify, collect and move data between a range of systems
- apply data analysis and data visualisation tools and techniques
- prepare, manage and model data, following appropriate standards and practices
- communicate data, insights and conclusions in appropriate formats
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 analyst
Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.
Ujuzi na maarifa ya Muhimu (36)
Ujuzi na umahiri
- analyse big data
- apply statistical analysis techniques
- collect ICT data
- define data quality criteria
- establish data processes
- execute analytical mathematical calculations
- handle data samples
- implement data quality processes
- integrate ICT data
- interpret current data
- manage data
- normalise data
- perform data cleansing
- perform data mining
- use data processing techniques
- use databases
Maarifa
- business analytics
- business intelligence
- data engineering
- data ethics
- data mining
- data models
- data quality assessment
- data science
- data visualisation software
- documentation types
- information categorisation
- information confidentiality
- information extraction
- information structure
- query languages
- resource description framework query language
- statistics
- unstructured data
- visual presentation techniques
Mengineyo
Ujuzi na maarifa ya Hiari (31)
Ujuzi na umahiri
- create data models
- deliver visual presentation of data
- gather data for forensic purposes
- make data-driven decisions
- manage cloud data and storage
- manage data collection systems
- manage quantitative data
- report analysis results
- store digital data and systems
- use spreadsheets software
Maarifa
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.