SalaryScope South Africa logo
2026 comparison

Data Scientist vs Civil Engineer salary in South Africa

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

Quick answer

Data Scientist vs Civil Engineer in South Africa

Higher paying career
Data Scientist
Monthly difference
R15 000
Easier to enter
Data Scientist
Better long-term
Data Scientist

Winner summary

Winner for salary
Data Scientist (+R15 000/month)
Easier entry
Data Scientist
Best long-term
Data Scientist
Verdict

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

Choose Data Scientist 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

Civil Engineer

Demand: 8/10

Salary guide
Requirements

BEng / BSc Civil Engineering.

  • BEng Civil
  • ECSA registration
  • Site experience
Salary
EntryR28 000
MidR60 000
SeniorR95 000
Top 20%R140 000

Salary breakdown

Entry
Data ScientistR30 000
Civil EngineerR28 000
Mid
Data ScientistR70 000
Civil EngineerR60 000
Senior
Data ScientistR110 000
Civil EngineerR95 000
Top 20%
Data ScientistR180 000
Civil EngineerR140 000

Demand and difficulty

Demand

Data Scientist (9/10)9/10
Civil Engineer (8/10)8/10

Difficulty

Data Scientist (8/10)8/10
Civil Engineer (8/10)8/10
Salary difference
+R15 000/month

The salary gap at senior level is about R15 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 R95 000 for Civil Engineer.

Which is easier to enter?

Data Scientist 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 Civil Engineer in South Africa, the senior-level salary difference is R15 000 per month.

Data Scientist 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

Civil Engineer

Core skills
  • AutoCAD / Civil 3DHigh
  • Structural analysisHigh
  • Pr.Eng registrationHigh
  • Project managementMedium

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
AutoCAD / Civil 3D
Less central
Civil Engineer needs this
Structural analysis
Less central
Civil Engineer needs this

Career progression

Data Scientist

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

Civil Engineer

Candidate EngineerR32 000
EngineerR55 000
Senior Engineer (Pr.Eng)R90 000
Project ManagerR115 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 Civil Engineer salary comparisons

Other careers people compare with Civil Engineer salary in South Africa.

See full Civil Engineer 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: Electrical Engineer salaryTechnology career: Mechanical Engineer salary
Popular career comparisons
Software Engineer vs Data Scientist salary in South AfricaData Scientist vs AI Engineer salary in South Africa
Explore more salary guides
how much Industrial Engineers earn in South Africahow much Structural Engineers earn in South Africahow much Machine Learning Engineers earn in South Africahow much Software Engineers earn in South Africahow much Developers earn in South Africahow much Data Analysts earn in South Africa
Compare Related Share