Data modelling, cleansing and enrichment

Data modelling involves producing visual representations of information systems to communicate the relationship between different data types.

Imenukuliwa kutoka UK GDaD PCF.

Viwango

1. Uelewa: You can:

show an awareness of different data models and tools, and understand when they could be used
show an awareness of industry-recognised data modelling patterns and standards
2. Utendaji: You can:

produce data models and understand where to use different types of data models
understand different tools and can compare different data models
reverse-engineer a data model from a live system
understand industry-recognised data modelling patterns and standards
3. Mtaalamu: You can:

build and review complex data models, ensuring adherence to standards
use data integration tools and languages to integrate and store data, and advise teams on best practice
ensure data for analysis meets data quality standards and is interoperable with other data sets, enabling reuse
work with other data professionals to improve modelling and integration patterns and standards
4. Bingwa: You can:

understand different ways to model data to maximise its use and value
ensure data is modelled appropriately, and modelling standards exist and are complied with
understand a number of data integration tools and patterns, and ensure your teams have the support and training needed to use the most appropriate methods
build relationships with other senior data professionals (in fields such as data architecture, data engineering and data science) to share best practice and continually improve data modelling and integration processes and standards

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.

Ujuzi wa karibu zaidi wa ESCO

create data models (ulinganifu wa karibu)
perform data cleansing (ulinganifu mwembamba)
normalise data (ulinganifu mwembamba)

Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.

Ngazi za majukumu zinazotarajia ujuzi huu

Ngazi ya jukumu	Jukumu	Daraja	Kiwango kinachotarajiwa
Mhandisi wa uchanganuzi mwanafunzi	Mhandisi wa uchanganuzi	4	Uelewa
Mhandisi wa uchanganuzi	Mhandisi wa uchanganuzi	6	Utendaji
Mhandisi mwandamizi wa uchanganuzi	Mhandisi wa uchanganuzi	7	Mtaalamu
Mhandisi kiongozi wa uchanganuzi	Mhandisi wa uchanganuzi	8a	Mtaalamu
Mkuu wa uhandisi wa uchanganuzi	Mhandisi wa uchanganuzi	8c	Bingwa