Data scientist
Data scientists use software, artificial intelligence and machine learning to analyse and interpret large amounts of data.
Typical Salary
£32,000 – £82,500
per year
Working Hours
37–39
hours per week
Day-to-day tasks
As a data scientist, you could:
- gather data from different sources to create models and test ideas
- analyse data patterns to form insights and make policy recommendations
- set up automated data systems to transform business processes
- make sure information management meets data security and quality standards
- explain to different audiences how AI and data science can benefit their organisation
We've identified this as a potential green job
For a data scientist to be a green job, you could:
- develop systems to cut down on waste and help businesses operate more sustainably
- identify and store only relevant data to reduce the energy consumption of servers
- use AI and machine learning to process huge amounts of real-time data more efficiently, for example in climate modelling
Skills needed
- analytical thinking skills
- knowledge of computer operating systems, hardware and software
- maths knowledge
- to be thorough and pay attention to detail
- excellent verbal communication skills
- excellent written communication skills
- the ability to think clearly using logic and reasoning
- business management skills
- to have a thorough understanding of computer systems and applications
How to get into this role
You can get into this job through:
- a university course
- an apprenticeship
- applying directly
- a Civil Service training programme
Career progression
With experience, you could specialise in:
- artificial intelligence
- machine learning
- database management
You might also:
- move up to senior or principal data scientist
- become a departmental strategy manager
- go into academic research and university teaching
- work as a freelance data consultant