Data science innovation

Data science involves examining data through statistical analysis and data mining, to identify patterns and uncover insights that can inform decision-making.

Imenukuliwa kutoka UK GDaD PCF.

Viwango

1. Uelewa: You can:

adopt an inquisitive and curious approach to data
be receptive to learning about data science and its techniques
be unafraid to ask questions and discover what there is to learn
2. Utendaji: You can:

adopt an inquisitive and curious approach to data
seek out and research new data science techniques to support learning
ask questions to improve your knowledge and learn about data science norms
see possibilities for improvements and innovation
3. Mtaalamu: You can:

demonstrate practical knowledge of data science tools and techniques
develop data science solutions that maximise insight
identify opportunities for how data science can improve data practices
4. Bingwa: You can:

be a leader in the data science space
demonstrate in-depth knowledge of data science tools and techniques, which you can use to solve problems creatively and to create opportunities for your team
act as a coach, inspiring curiosity and creativity in others
demonstrate in-depth knowledge of your chosen profession and keep up to date with changes in the industry
challenge the status quo and always look for ways to improve data science

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

data science (ulinganifu wa karibu)
perform data mining (ulinganifu mwembamba)
innovate in ICT (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 mwandamizi wa kujifunza kwa mashine	Mhandisi wa kujifunza kwa mashine	7	Mtaalamu
Mhandisi kiongozi wa kujifunza kwa mashine	Mhandisi wa kujifunza kwa mashine	8b	Bingwa
Mwanasayansi wa data mwanafunzi	Mwanasayansi wa data	4	Uelewa
Mwanasayansi msaidizi wa data	Mwanasayansi wa data	5	Utendaji
Mwanasayansi wa data	Mwanasayansi wa data	6	Mtaalamu
Mwanasayansi mkuu wa data	Mwanasayansi wa data	7	Bingwa
Mwanasayansi kiongozi wa data	Mwanasayansi wa data	8a	Bingwa
Mkuu wa sayansi ya data	Mwanasayansi wa data	8b	Mtaalamu