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2026 comparison

Fitter and Turner vs Data Scientist salary in South Africa

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

Quick answer

Fitter and Turner vs Data Scientist in South Africa

Higher paying career
Data Scientist
Monthly difference
R65 000
Easier to enter
Fitter and Turner
Better long-term
Data Scientist

Winner summary

Winner for salary
Data Scientist (+R65 000/month)
Easier entry
Fitter and Turner
Best long-term
Data Scientist
Verdict

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

Choose Fitter and Turner if your goal is faster entry and lower barriers.

Career overview

Fitter and Turner

Demand: 8/10

Salary guide
Requirements

Red Seal Trade Test - Fitter and Turner.

  • N3-N6
  • Red Seal Trade Test
Salary
EntryR12 000
MidR30 000
SeniorR45 000
Top 20%R65 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
Fitter and TurnerR12 000
Data ScientistR30 000
Mid
Fitter and TurnerR30 000
Data ScientistR70 000
Senior
Fitter and TurnerR45 000
Data ScientistR110 000
Top 20%
Fitter and TurnerR65 000
Data ScientistR180 000

Demand and difficulty

Demand

Fitter and Turner (8/10)8/10
Data Scientist (9/10)9/10

Difficulty

Fitter and Turner (5/10)5/10
Data Scientist (8/10)8/10
Salary difference
+R65 000/month

The salary gap at senior level is about R65 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 R45 000 for Fitter and Turner.

Which is easier to enter?

Fitter and Turner 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 Fitter and Turner vs Data Scientist in South Africa, the senior-level salary difference is R65 000 per month.

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

Skills and requirements

Fitter and Turner

Core skills
  • MachiningHigh
  • Reading drawingsHigh
  • MaintenanceMedium

Data Scientist

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

Side by side

Machining
Fitter and Turner needs this
Less central
Reading drawings
Fitter and Turner needs this
Less central
Maintenance
Fitter and Turner 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

Fitter and Turner

ApprenticeR14 000
Qualified Fitter & TurnerR30 000
Senior Artisan / ForemanR45 000
Workshop ManagerR65 000

Data Scientist

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

Related insights

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