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2026 comparison

Chartered Accountant vs Data Scientist salary in South Africa

Compare salary, demand, difficulty, and long-term growth to choose the right career path.

Quick answer

Chartered Accountant vs Data Scientist in South Africa

Higher paying career
Chartered Accountant
Monthly difference
R10 000
Easier to enter
Data Scientist
Better long-term
Chartered Accountant

Winner summary

Winner for salary
Chartered Accountant (+R10 000/month)
Easier entry
Data Scientist
Best long-term
Chartered Accountant
Verdict

Choose Chartered Accountant if your goal is higher income and long-term growth.

Choose Data Scientist if your goal is faster entry and lower barriers.

Career overview

Chartered Accountant

Demand: 9/10

Salary guide
Requirements

SAICA-accredited BCom + CTA + Board exams + SAICA articles.

  • SAICA articles
  • CTA
  • Board exams
Salary
EntryR28 000
MidR70 000
SeniorR120 000
Top 20%R220 000

Data Scientist

Demand: 9/10

Salary guide
Requirements

Degree in Stats, Maths, CS or related.

  • Quantitative degree
  • Strong Python
  • Statistics fundamentals
Salary
EntryR30 000
MidR70 000
SeniorR110 000
Top 20%R180 000

Salary breakdown

Entry
Chartered AccountantR28 000
Data ScientistR30 000
Mid
Chartered AccountantR70 000
Data ScientistR70 000
Senior
Chartered AccountantR120 000
Data ScientistR110 000
Top 20%
Chartered AccountantR220 000
Data ScientistR180 000

Demand and difficulty

Demand

Chartered Accountant (9/10)9/10
Data Scientist (9/10)9/10

Difficulty

Chartered Accountant (9/10)9/10
Data Scientist (8/10)8/10
Salary difference
+R10 000/month

The salary gap at senior level is about R10 000 per month. Chartered Accountant earns more due to higher demand and stronger salary growth at senior level.

See full Chartered Accountant salary in South Africa →

Key questions

Which pays more in South Africa?

Chartered Accountant pays more, with senior salaries around R120 000 per month compared to R110 000 for Data Scientist.

Which is easier to enter?

Data Scientist is easier to enter due to lower difficulty and more accessible requirements.

Which is better long-term?

Chartered Accountant offers stronger long-term potential based on higher salary ceilings and demand.

Detailed comparison

When comparing Chartered Accountant vs Data Scientist in South Africa, the senior-level salary difference is R10 000 per month.

Data Scientist is better for quicker entry into the workforce. Chartered Accountant is better for long-term earnings and career growth.

Skills and requirements

Chartered Accountant

Core skills
  • IFRSHigh
  • AuditHigh
  • Financial reportingHigh

Data Scientist

Core skills
  • Python / PandasHigh
  • Machine learningHigh
  • SQLHigh
  • Cloud ML platformsMedium

Side by side

IFRS
Chartered Accountant needs this
Less central
Audit
Chartered Accountant needs this
Less central
Financial reporting
Chartered Accountant needs this
Less central
Python / Pandas
Less central
Data Scientist needs this
Machine learning
Less central
Data Scientist needs this
SQL
Less central
Data Scientist needs this

Career progression

Chartered Accountant

SAICA TraineeR22 000
Newly qualified CAR55 000
Senior CA / ManagerR100 000
Finance Director / CFOR220 000

Data Scientist

Junior Data ScientistR38 000
Data ScientistR70 000
Senior Data ScientistR110 000
Lead / ML EngineerR140 000

Related insights

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