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2026 comparison

Systems Administrator vs Machine Learning Engineer salary in South Africa

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

Quick answer

Systems Administrator vs Machine Learning Engineer in South Africa

Higher paying career
Machine Learning Engineer
Monthly difference
R60 000
Easier to enter
Systems Administrator
Better long-term
Machine Learning Engineer

Winner summary

Winner for salary
Machine Learning Engineer (+R60 000/month)
Easier entry
Systems Administrator
Best long-term
Machine Learning Engineer
Verdict

Choose Machine Learning Engineer if your goal is higher income and long-term growth.

Choose Systems Administrator if your goal is faster entry and lower barriers.

Career overview

Systems Administrator

Demand: 7/10

Salary guide
Requirements

IT diploma or vendor certifications (CompTIA, MCSA, RHCE).

  • CompTIA / vendor certs
  • Server and network skills
  • Troubleshooting
Salary
EntryR18 000
MidR45 000
SeniorR70 000
Top 20%R100 000

Machine Learning Engineer

Demand: 9/10

Salary guide
Requirements

BSc/MSc Computer Science, Maths, Stats or related.

  • Strong maths
  • Python
  • ML frameworks
Salary
EntryR35 000
MidR85 000
SeniorR130 000
Top 20%R200 000

Salary breakdown

Entry
Systems AdministratorR18 000
Machine Learning EngineerR35 000
Mid
Systems AdministratorR45 000
Machine Learning EngineerR85 000
Senior
Systems AdministratorR70 000
Machine Learning EngineerR130 000
Top 20%
Systems AdministratorR100 000
Machine Learning EngineerR200 000

Demand and difficulty

Demand

Systems Administrator (7/10)7/10
Machine Learning Engineer (9/10)9/10

Difficulty

Systems Administrator (5/10)5/10
Machine Learning Engineer (8/10)8/10
Salary difference
+R60 000/month

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

See full Machine Learning Engineer salary in South Africa →

Key questions

Which pays more in South Africa?

Machine Learning Engineer pays more, with senior salaries around R130 000 per month compared to R70 000 for Systems Administrator.

Which is easier to enter?

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

Which is better long-term?

Machine Learning Engineer offers stronger long-term potential based on higher salary ceilings and demand.

Detailed comparison

When comparing Systems Administrator vs Machine Learning Engineer in South Africa, the senior-level salary difference is R60 000 per month.

Systems Administrator is better for quicker entry into the workforce. Machine Learning Engineer is better for long-term earnings and career growth.

Skills and requirements

Systems Administrator

Core skills
  • Linux / Windows ServerHigh
  • NetworkingHigh
  • Scripting (Bash/PowerShell)Medium
  • Cloud basicsMedium

Machine Learning Engineer

Core skills
  • Python / PyTorchHigh
  • MLOpsHigh
  • Model deploymentHigh
  • Cloud (AWS/GCP)High

Side by side

Linux / Windows Server
Systems Administrator needs this
Less central
Networking
Systems Administrator needs this
Less central
Scripting (Bash/PowerShell)
Systems Administrator needs this
Less central
Cloud basics
Systems Administrator needs this
Less central
Python / PyTorch
Less central
Machine Learning Engineer needs this
MLOps
Less central
Machine Learning Engineer needs this

Career progression

Systems Administrator

IT SupportR22 000
SysadminR45 000
Senior SysadminR70 000
Infrastructure LeadR100 000

Machine Learning Engineer

Junior ML EngineerR45 000
ML EngineerR85 000
Senior ML EngineerR130 000
Principal ML EngineerR200 000

Related insights

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See full Machine Learning Engineer salary guide →

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