2026 comparison
Carpenter vs Data Scientist salary in South Africa
Higher paying career: Data Scientist. Approximate monthly difference: R68 000.
Entry, mid, senior pay, demand, difficulty and long-term career upside.
Carpenter
Medium demand · Apprenticeship, trade certificate or practical training
EntryR9 000
MidR26 000
SeniorR42 000
Top 20%R70 000
Data Scientist
High demand · Degree in Stats, Maths, CS or related
EntryR30 000
MidR70 000
SeniorR110 000
Top 20%R180 000
Salary breakdown
Entry
R9 000
R30 000
Mid
R26 000
R70 000
Senior
R42 000
R110 000
Top 20%
R70 000
R180 000
Demand
Carpenter7/10
Data Scientist9/10
Difficulty
Carpenter5/10
Data Scientist8/10
Salary difference
+R68 000
Compare the Data Scientist salary in South Africa with how much Carpenters earn at senior level.
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Higher paying career: Data Scientist. The senior-level gap is about R68 000 per month, based on R110 000 for Data Scientist compared with R42 000 for Carpenter.
Career alternatives
Higher earning
Data Scientist
Easier entry
Carpenter
Better long-term
Data Scientist
Skills / requirements
Joinery
Carpenter needs this
Less central
Blueprint reading
Carpenter needs this
Less central
Finishing
Carpenter needs this
Less central
Client service
Carpenter needs this
Less central
Python / Pandas
Less central
Data Scientist needs this
Machine learning
Less central
Data Scientist needs this
Career progression
Carpenter
Apprentice CarpenterR9 000
CarpenterR26 000
Senior CarpenterR42 000
Site ForemanR55 000
Data Scientist
Junior Data ScientistR38 000
Data ScientistR70 000
Senior Data ScientistR110 000
Lead / ML EngineerR140 000
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