Software Developer vs Data Scientist
Salary Comparison.
Side-by-side monthly salary breakdown for South Africa in 2026 — entry to senior level, gross before tax.
Data Scientist earns 11% more than Software Developer
Median R 42 000/month vs R 38 000/month — a R 4 000/month difference
Software Developer
R 456 000/year
73% above SA workforce median
Data Scientist
R 504 000/year
91% above SA workforce median
Salary by experience level
| Level | Software Developer | Data Scientist |
|---|---|---|
| Entry-level(0–2 yrs) | R 17 000 | R 22 000 |
| Mid-level(3–6 yrs) | R 38 000 | R 42 000 |
| Senior(7+ yrs) | R 68 000 | R 70 000 |
Median monthly gross before PAYE tax · South Africa 2026
Salary range comparison
Entry-level
Mid-level
Senior
Key differences
Software Developer
Demand for software developers in South Africa is strong and growing — particularly in fintech, healthtech, and e-commerce — with no sign of slowing into 2027.
Data Scientist
Data scientists remain one of the most sought-after professionals in SA, with demand from banks, fintechs, and international remote roles all contributing to a talent shortage.
See your actual take-home pay
Enter any gross salary to calculate PAYE, UIF, and net pay after deductions.
Frequently asked questions
Which earns more — a Software Developer or a Data Scientist in South Africa?▾
A Data Scientist earns more on average. The median monthly salary for a Data Scientist is R 42 000/month, compared to R 38 000/month for a Software Developer — a difference of R 4 000/month (11% higher).
What is the Software Developer salary in South Africa in 2026?▾
The median Software Developer salary in South Africa is R 38 000/month gross in 2026. Entry-level positions pay R 14 000–R 22 000/month, mid-level pays R 28 000–R 50 000/month, and senior roles pay R 55 000–R 90 000/month.
What is the Data Scientist salary in South Africa in 2026?▾
The median Data Scientist salary in South Africa is R 42 000/month gross in 2026. Entry-level positions pay R 18 000–R 28 000/month, mid-level pays R 32 000–R 55 000/month, and senior roles pay R 55 000–R 95 000/month.
How do I calculate take-home pay for a Software Developer or Data Scientist?▾
Use the Rand Tools PAYE calculator. Enter the gross monthly salary and it will calculate your exact take-home pay after PAYE income tax, UIF (1% of gross, capped at R177.12/month), and any pension or medical aid contributions.