Peiriannydd dadansoddeg
Mae peirianwyr dadansoddeg yn troi data iechyd a gofal crai yn fodelau data glân, wedi'u profi, ac wedi'u dogfennu y gall dadansoddwyr, gwyddonwyr data, ac offer adrodd ddibynnu arnynt. Maen nhw'n eistedd rhwng peirianneg data a dadansoddi, gan gymhwyso arferion peirianneg meddalwedd fel rheoli fersiynau, profi, ac adolygu cod i'r trawsnewidiadau y tu ôl i adroddiadau a dangosfyrddau'r sefydliad.
Cyfieithwyd y testun hwn o'r Saesneg gan gynorthwyydd deallusrwydd artiffisial, ac nid yw siaradwr Cymraeg brodorol wedi'i adolygu eto. Mae'r derminoleg yn dilyn TermCymru, cronfa dermau Llywodraeth Cymru. Mae dyfyniadau o Fframwaith Gallu Proffesiwn Digidol a Data Llywodraeth y DU ac o ESCO yn aros yn Saesneg.
- Teulu
- Data
- Rôl UK GDaD PCF
- Analytics engineer (Data)
- Galwedigaethau ESCO
- data engineer (ISCO-08 2511); business intelligence manager (ISCO-08 2421)
- Ar GitHub
- Dogfen y rôl · Data'r rôl
Lefelau
| Band | Lefel rôl | Lefel UK GDaD PCF | Graddau'r Gwasanaeth Sifil | Pwyntiau gwerthuso swyddi |
|---|---|---|---|---|
| 4 | Peiriannydd dadansoddeg dan hyfforddiant | Trainee analytics engineer | AO/EO | 276 |
| 6 | Peiriannydd dadansoddeg | Analytics engineer | HEO/SEO | 418 |
| 7 | Uwch beiriannydd dadansoddeg | Senior analytics engineer | SEO/G7 | 477 |
| 8a | Peiriannydd dadansoddeg arweiniol | Lead analytics engineer | G7 | 551 |
| 8c | Pennaeth peirianneg dadansoddeg | Head of analytics engineering | G6 | 634 |
Mewn sefydliad gofal iechyd digidol
- Mae modelau data'n amgodio diffiniadau clinigol a gweithredol, fel beth sy'n cyfrif fel derbyniad, aildderbyniad, neu dorri safon amser aros, felly cytunir ar ddiffiniadau gydag arweinwyr clinigol a gweithredol.
- Caiff codau clinigol o derminolegau a dosbarthiadau fel SNOMED CT ac ICD eu grwpio'n setiau cyfeirio ar gyfer dadansoddi, sydd angen rheoli fersiynau'n ofalus.
- Mae'n rhaid i fodelau a ddefnyddir ar gyfer adroddiadau perfformiad a chyllid fod yn gyson ac yn archwiliadwy, gan y gall gwallau effeithio ar benderfyniadau am wasanaethau cleifion.
- Mae modelau'n aml yn dal data wedi'i ffugenwi ar lefel cleifion, felly mae mynediad, dogfennu, a lleihau data wedi'u cynnwys.
Disgrifiad rôl UK GDaD PCF (yn Saesneg)
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
Galwedigaethau a sgiliau ESCO
Mae ESCO yn rhestru'r sgiliau a'r wybodaeth y mae cyflogwyr fel arfer eu hangen (hanfodol) neu y gallai fod eu hangen (dewisol) ar gyfer pob galwedigaeth. Defnyddiwch nhw fel rhestr wirio ar gyfer sgyrsiau datblygu. Mae labeli ESCO yn Saesneg.
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.
Sgiliau a gwybodaeth: Hanfodol (23)
Sgiliau a chymwyseddau
- 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
Gwybodaeth
- cloud technologies
- computer science
- data analytics
- data models
- data storage
- data warehouse
- database management systems
- unstructured data
Arall
Sgiliau a gwybodaeth: Dewisol (5)
Sgiliau a chymwyseddau
Gwybodaeth
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.
Sgiliau a gwybodaeth: Hanfodol (33)
Sgiliau a chymwyseddau
- 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
Gwybodaeth
Sgiliau a gwybodaeth: Dewisol (26)
Sgiliau a chymwyseddau
- 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
Gwybodaeth
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.