SalaryScope South Africa logo
2026 comparison

Data Scientist vs Chef salary in South Africa

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

Quick answer

Data Scientist vs Chef in South Africa

Higher paying career
Data Scientist
Monthly difference
R60 000
Easier to enter
Chef
Better long-term
Data Scientist

Winner summary

Winner for salary
Data Scientist (+R60 000/month)
Easier entry
Chef
Best long-term
Data Scientist
Verdict

Choose Data Scientist if your goal is higher income and long-term growth.

Choose Chef if your goal is faster entry and lower barriers.

Career overview

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

Chef

Demand: 9/10

Salary guide
Requirements

Culinary diploma or apprenticeship.

  • Culinary qualification or apprenticeship
Salary
EntryR8 000
MidR28 000
SeniorR50 000
Top 20%R90 000

Salary breakdown

Entry
Data ScientistR30 000
ChefR8 000
Mid
Data ScientistR70 000
ChefR28 000
Senior
Data ScientistR110 000
ChefR50 000
Top 20%
Data ScientistR180 000
ChefR90 000

Demand and difficulty

Demand

Data Scientist (9/10)9/10
Chef (9/10)9/10

Difficulty

Data Scientist (8/10)8/10
Chef (5/10)5/10
Salary difference
+R60 000/month

The salary gap at senior level is about R60 000 per month. Data Scientist earns more due to higher demand and stronger salary growth at senior level.

See full Data Scientist salary in South Africa →

Key questions

Which pays more in South Africa?

Data Scientist pays more, with senior salaries around R110 000 per month compared to R50 000 for Chef.

Which is easier to enter?

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

Which is better long-term?

Data Scientist offers stronger long-term potential based on higher salary ceilings and demand.

Detailed comparison

When comparing Data Scientist vs Chef in South Africa, the senior-level salary difference is R60 000 per month.

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

Skills and requirements

Data Scientist

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

Chef

Core skills
  • Cooking techniqueHigh
  • Menu planningHigh
  • Kitchen leadershipMedium

Side by side

Python / Pandas
Data Scientist needs this
Less central
Machine learning
Data Scientist needs this
Less central
SQL
Data Scientist needs this
Less central
Cloud ML platforms
Data Scientist needs this
Less central
Cooking technique
Less central
Chef needs this
Menu planning
Less central
Chef needs this

Career progression

Data Scientist

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

Chef

Commis ChefR10 000
Chef de PartieR22 000
Sous ChefR38 000
Head Chef / Executive ChefR90 000

Related insights

Compare more careersExplore related comparisonsFind higher paying jobs

More Data Scientist salary comparisons

Other careers people compare with Data Scientist salary in South Africa.

See full Data Scientist salary guide →

More Chef salary comparisons

Other careers people compare with Chef salary in South Africa.

See full Chef salary guide →

Explore related salary guides

Related careers
AI Engineer salaryR140 000Backend Developer salaryR95 000
Higher paying alternatives
Municipal Manager salary - higher earning pathR200 000Psychiatrist salary - higher earning pathR170 000
Easier entry careers
IT Support Technician salary - easier entry option3/10Bookkeeper salary - easier entry option3/10
Similar industry salaries
Technology career: Data Analyst salaryTechnology career: Software Engineer salary
Popular career comparisons
Data Scientist vs AI Engineer salary in South AfricaChartered Accountant vs Financial Analyst salary in South Africa
Explore more salary guides
how much QA Engineers earn in South Africahow much Machine Learning Engineers earn in South Africahow much Product Managers earn in South Africahow much Data Engineers earn in South Africahow much Mobile App Developers earn in South Africahow much Web Developers earn in South Africa
Compare Related Share