Analyseingeniør
Analyseingeniører omsætter rå sundheds- og plejedata til rene, testede og dokumenterede datamodeller, som analytikere, dataforskere og rapporteringsværktøjer kan stole på. De placerer sig mellem dataingeniørarbejde og analyse og anvender softwareudviklingens metoder, såsom versionsstyring, test og kodegennemgang, på de transformationer, der ligger bag organisationens rapporter og dashboards.
Denne tekst er oversat fra engelsk af en AI-assistent og er endnu ikke gennemgået af en modersmålstaler. Citater fra den britiske regerings kompetencerammeværk for digitale og datarelaterede fag (UK GDaD PCF) og fra ESCO står fortsat på engelsk.
- Familie
- Data
- Rolle i UK GDaD PCF
- Analytics engineer (Data)
- Erhverv i ESCO
- data engineer (ISCO-08 2511); business intelligence manager (ISCO-08 2421)
- På GitHub
- Roledokument · Roledata
Niveauer
| Lønramme | Rolleniveau | Niveau i UK GDaD PCF | Lønklasser i den britiske statsforvaltning | Point i jobvurderingen |
|---|---|---|---|---|
| 4 | Trainee-analyseingeniør | Trainee analytics engineer | AO/EO | 276 |
| 6 | Analyseingeniør | Analytics engineer | HEO/SEO | 418 |
| 7 | Senior analyseingeniør | Senior analytics engineer | SEO/G7 | 477 |
| 8a | Ledende analyseingeniør | Lead analytics engineer | G7 | 551 |
| 8c | Chef for analyseingeniørarbejde | Head of analytics engineering | G6 | 634 |
I en organisation inden for digital sundhed og pleje
- Datamodeller rummer kliniske og driftsmæssige definitioner, såsom hvad der tæller som en indlæggelse, en genindlæggelse eller en overskridelse af en standard for ventetid, så definitionerne aftales med kliniske ledere og driftsledere.
- Kliniske koder fra terminologier og klassifikationer som SNOMED CT og ICD grupperes i referencesæt til analyse, som kræver omhyggelig versionsstyring.
- Modeller, der bruges til præstations- og finansieringsrapporter, skal være ensartede og kunne revideres, fordi fejl kan påvirke beslutninger om patientservices.
- Modeller indeholder ofte pseudonymiserede data på patientniveau, så adgang, dokumentation og dataminimering er bygget ind.
Rollebeskrivelse i 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
Erhverv og kompetencer i ESCO
ESCO opregner den viden og de kompetencer, som arbejdsgivere som regel har brug for (væsentlige) eller kan have brug for (valgfrie) til hvert erhverv. Brug dem som tjekliste til udviklingssamtaler.
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.
Væsentlige kompetencer og viden (23)
Færdigheder og kompetencer
- 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
Viden
- cloud technologies
- computer science
- data analytics
- data models
- data storage
- data warehouse
- database management systems
- unstructured data
Andet
Valgfrie kompetencer og viden (5)
Færdigheder og kompetencer
Viden
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.
Væsentlige kompetencer og viden (33)
Færdigheder og kompetencer
- 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
Viden
Valgfrie kompetencer og viden (26)
Færdigheder og kompetencer
- 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
Viden
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.