Data analyst
Statistics, Geography and Sociology at GCSE, then a Level 4 apprenticeship or a degree.
the nearest apprenticeship standard, one step above A levels · 3 standards and 10 school subjects share ideas with this job · Skills England, ESCO, DfE subject content
Level 4 — England’s qualification levels run 1–8: GCSE is 2, A level is 3, a bachelor’s degree is 6.
Which subjects build towards it?
Bar — strength of the overlap relative to the strongest subject (1.00); not a grade or an entry requirement.
DfE subject content · matched to the apprenticeship standards below by sch.today
Statistics leads because the job and the course share the same ideas: qualitative data, quantitative data, data visualisation, data source.
All subjects and shared ideas10
| Subject | Match | Shared ideas |
|---|---|---|
| GCSE Statistics | 1.00 | qualitative data, quantitative data, data visualisation, data source, format selection |
| A level Geography | 0.53 | qualitative data, quantitative data, data quality, mean, data presentation |
| GCSE Sociology | 0.50 | qualitative data, quantitative data, pattern, trend |
| GCSE Computer Science | 0.46 | data structure, integer, string, privacy, logical reasoning |
| A level Mathematics | 0.34 | outlier, data distribution, standard deviation, perform data cleansing, data presentation |
| GCSE Mathematics | 0.33 | integer, mean, outlier, chart |
| GCSE Geography | 0.32 | mean, chart, qualitative data, quantitative data, presentation |
| A level Psychology | 0.30 | qualitative data, quantitative data |
| A level Sociology | 0.30 | qualitative data, quantitative data |
| GCSE Physical Education | 0.30 | qualitative data, quantitative data |
Which apprenticeships lead here?
Apprenticeship standard — the official list of what an apprentice in one job must know and be able to do; the level says how advanced it is. Level 3 can start straight after GCSEs.
Skills England, contains public sector information licensed under the Open Government Licence v3.0
Where are these subjects taken most?
Secondary schools with at least 30 pupils in Year 11, ranked by the share taking Statistics, Geography and Sociology, weighted by how strongly each subject leads here.
Ranking — shows what pupils study, not how well a school prepares them for the job.
DfE subject entries
More schools9
What the job is
Data analysts import, inspect, clean, transform, validate, model, or interpret collections of data with regard to the business goals of the company. They ensure that the data sources and repositories provide consistent and reliable data. Data analysts use different algorithms and IT tools as demanded by the situation and the current data. They might prepare reports in the form of visualisations such as graphs, charts, and dashboards.
Occupations and their descriptions: ESCO classification of the European Commission, © European Union.
This is a model of overlapping content, not careers advice or entry requirements, which employers and training providers set. Occupations and their descriptions: ESCO classification of the European Commission, © European Union. Apprenticeship standards: Skills England, contains public sector information licensed under the Open Government Licence v3.0. School subjects and entries: Department for Education. Links between them are made by sch.today. Methodology.