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💻 TechnologyUpdated April 2026

Data Analyst Salary in South Africa (2026)

Data analysts are in growing demand across retail, banking, insurance, and government in South Africa. The role typically requires SQL, Excel, and a BI tool (Power BI, Tableau) — and increasingly Python.

R 28 000/ month median· R 336 000 / year

27% above the SA employed workforce median of R 22 000/month

R12k
entry
R15k
25th
R28k
median
R48k
75th
R65k
senior

Entry-level

R 15 000

0–2 years

Mid-level

R 28 000

3–5 years

Senior

R 48 000

6+ years

Salary by experience

R 65 000R 12 000

R 15 000

median/mo

Entry-level

0–2 years

R 28 000

median/mo

Mid-level

3–5 years

R 48 000

median/mo

Senior

6+ years

Bar height = salary range · white notch = median · gross monthly before tax

Sector: Banking and financial services pay a premium for data analysts — often 20–30% above the market median.
Location: Johannesburg and Cape Town offer the most opportunities and typically pay 10–15% above the national median.

Calculate your take-home pay

See exactly what R 28 000/month looks like after PAYE, UIF, and medical aid.

PAYE Calculator →

What affects Data Analyst salary?

Proficiency in SQL and Python — the most valued technical skills
Experience with BI tools (Power BI, Tableau, Looker)
Sector specialisation (banking, retail, healthcare)
Ability to translate data into business insights
Tertiary qualifications in statistics, maths, or data science

Career outlook 2026

The demand for data analysts is accelerating as SA businesses invest in data infrastructure, making this one of the fastest-growing roles in the country.

How to qualify as a Data Analyst

Entry requirements, study paths, professional registration, and bursaries.

Minimum entry requirement

NSC (Matric) with Mathematics — Maths Literacy is not accepted

APS 26+APS 28–34 for BSc Statistics; APS 26–30 for BCom programmes
Check your APS score →

Qualification paths

Degree

BSc Statistics / Mathematical Statistics

3 yearsAPS 28–34
Degree

BCom Economics & Statistics

3 yearsAPS 26–30
Degree

BSc Data Science / Informatics

3 yearsAPS 26–32
Certificate

Online certifications (Google, IBM, DataCamp)

3–6 months each

No APS required — practical skill-building path

Time to qualify

3 years (degree) or self-taught in 6–12 months with certifications

Study costs

R35,000–R75,000/year at universities

Bursaries available

Major banks (Standard Bank, FNB, Absa) offer bursaries for statistics and data science students

Alternative route: Many data analysts enter the field via online courses (Coursera, DataCamp) or boot camps. SQL and Python proficiency with a portfolio of real projects can substitute for a formal degree — particularly at tech companies and startups.

Frequently asked questions

What does a data analyst earn per month in South Africa?

The median monthly salary for a data analyst in SA is around R28,000 gross in 2026. Entry-level roles typically pay R12,000–R18,000, while senior analysts can earn R38,000–R65,000.

What qualifications do I need to become a data analyst?

A degree in statistics, mathematics, computer science, or a related field is common, but a strong portfolio of SQL and Python projects can be equally valuable. Many analysts are self-taught or have completed online certifications (Google, Coursera, DataCamp).

What is the difference between a data analyst and a data scientist?

A data analyst focuses on interpreting existing data to answer specific business questions. A data scientist goes further — building predictive models, running experiments, and working with unstructured data. Data scientists typically earn 30–50% more.

What is the take-home pay for a data analyst on R28,000/month?

On R28,000/month gross, you'd pay approximately R5,000 in PAYE and R177 in UIF — giving a take-home of about R22,800/month. Use the calculator below for a precise figure.

Data source: CareerJunction 2025/2026 Salary Survey; Indeed SA · Last updated: April 2026

Salary figures are gross monthly estimates. Individual pay varies by employer, province, experience, and negotiation.