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.
Уровни
- 1. Осведомлённость
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. Рабочий
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. Практик
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. Эксперт
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.
Ближайшие навыки ESCO
Contains ESCO v1.2.1 data (https://esco.ec.europa.eu/). © European Union. Reuse authorised under Commission Decision 2011/833/EU.
Уровни ролей, ожидающие этот навык
| Уровень роли | Роль | Диапазон | Ожидаемый уровень |
|---|---|---|---|
| Старший инженер машинного обучения | Инженер машинного обучения | 7 | Практик |
| Ведущий инженер машинного обучения | Инженер машинного обучения | 8b | Эксперт |
| Стажёр специалиста по data science | Специалист по data science | 4 | Осведомлённость |
| Младший специалист по data science | Специалист по data science | 5 | Рабочий |
| Специалист по data science | Специалист по data science | 6 | Практик |
| Главный специалист по data science | Специалист по data science | 7 | Эксперт |
| Ведущий специалист по data science | Специалист по data science | 8a | Эксперт |
| Руководитель направления data science | Специалист по data science | 8b | Практик |