BIEMANN
Technology · Very high demand · scarce skill
Study AI & Machine Learning in South Africa
Train and deploy models that learn — from language and vision systems to fraud detection.
35–42Typical APS range
3–5 yearsStudy duration
R 420k – R 1.1mSalary range a year
97/100Growth outlook
School subjects
- Mathematics (75%+)
- Physical Sciences
- English
Qualifications
- BSc Computer Science
- BSc Mathematical Sciences
- BSc Applied Mathematics
- BEng Electrical & Electronic Eng
Skills you will build
- Linear algebra & calculus
- Deep learning frameworks
- MLOps
- Responsible AI
Strong universities for this field
Example programmes and APS
| Programme | University | APS |
|---|---|---|
| BSc Computer Science | University of Cape Town | 42 |
| BEng Mechanical Engineering | University of Cape Town | 42 |
| BSc Computer Science & Applied Maths | University of the Witwatersrand | 42 |
| BEng Electrical Engineering | University of the Witwatersrand | 42 |
| BEng Civil Engineering | University of Pretoria | 34 |
| BEng Mechanical Engineering | Stellenbosch University | 36 |
| BSc Mathematical Sciences | Stellenbosch University | 36 |
| BSc Computer Science | University of KwaZulu-Natal | 30 |
| BEng Chemical Engineering | University of KwaZulu-Natal | 32 |
| BEng Electrical Engineering | University of Johannesburg | 32 |
Questions
AI & Machine Learning: frequently asked
What subjects do I need to study AI & Machine Learning?
Most institutions look for: Mathematics (75%+), Physical Sciences, English. Check each university’s exact minimums.
What APS do I need for AI & Machine Learning?
Programmes in AI & Machine Learning typically ask for an APS of about 35–42, depending on the institution and qualification. Calculate your APS.
How long does it take to study AI & Machine Learning?
Usually 3–5 years for a first qualification, with optional honours or professional years after that.
What can I earn in AI & Machine Learning?
Typical South African salaries range from about R 420k – R 1.1m a year, rising with experience and specialisation. Demand is currently very high and the field is on the national scarce-skills list.
