Computer vision engineer
Mathematics, Mathematics and Statistics at GCSE, then a Level 7 apprenticeship or a degree.
the nearest apprenticeship standard, a master’s degree · 3 standards and 10 school subjects share ideas with this job · Skills England, ESCO, DfE subject content
Level 7 — 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
Mathematics leads because the job and the course share the same ideas: kinematics, construction, integer, mean.
All subjects and shared ideas10
| Subject | Match | Shared ideas |
|---|---|---|
| GCSE Mathematics | 1.00 | kinematics, construction, integer, mean, outlier |
| A level Mathematics | 0.98 | kinematics, integration, outlier, data distribution, standard deviation |
| GCSE Statistics | 0.69 | format selection, outlier, mean, standard deviation, qualitative data |
| A level Further Mathematics | 0.60 | kinematics, integration |
| GCSE Geography | 0.37 | mean, chart, qualitative data, quantitative data, presentation |
| A level Geography | 0.34 | mean, qualitative data, quantitative data, data quality, data presentation |
| GCSE Computer Science | 0.33 | integer, string, data structure, privacy |
| A level Computer Science | 0.29 | documentation, computer programming, modelling, data structure |
| GCSE Psychology | 0.28 | mean, qualitative data, quantitative data, non-verbal communication |
| GCSE Business Studies | 0.22 | chart, 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 Mathematics, Mathematics and Statistics, 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
Computer vision engineers research, design, develop, and train artificial intelligence algorithms and machine learning primitives that understand the content of digital images based on a large amount of data. They apply this understanding to solve different real-world problems such as security, autonomous driving, robotic manufacturing, digital image classification, medical image processing and diagnosis, etc.
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.