SalaryScope South Africa logo
2026 comparison

Backend Developer vs Machine Learning Engineer salary in South Africa

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

Quick answer

Backend Developer vs Machine Learning Engineer in South Africa

Higher paying career
Machine Learning Engineer
Monthly difference
R35 000
Easier to enter
Backend Developer
Better long-term
Machine Learning Engineer

Winner summary

Winner for salary
Machine Learning Engineer (+R35 000/month)
Easier entry
Backend Developer
Best long-term
Machine Learning Engineer
Verdict

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

Choose Backend Developer if your goal is faster entry and lower barriers.

Career overview

Backend Developer

Demand: 10/10

Salary guide
Requirements

Computer Science degree, diploma or equivalent experience.

  • Backend language proficiency
  • Database knowledge
  • API design
Salary
EntryR22 000
MidR58 000
SeniorR95 000
Top 20%R145 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
Backend DeveloperR22 000
Machine Learning EngineerR35 000
Mid
Backend DeveloperR58 000
Machine Learning EngineerR85 000
Senior
Backend DeveloperR95 000
Machine Learning EngineerR130 000
Top 20%
Backend DeveloperR145 000
Machine Learning EngineerR200 000

Demand and difficulty

Demand

Backend Developer (10/10)10/10
Machine Learning Engineer (9/10)9/10

Difficulty

Backend Developer (7/10)7/10
Machine Learning Engineer (8/10)8/10
Salary difference
+R35 000/month

The salary gap at senior level is about R35 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 R95 000 for Backend Developer.

Which is easier to enter?

Backend Developer 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 Backend Developer vs Machine Learning Engineer in South Africa, the senior-level salary difference is R35 000 per month.

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

Skills and requirements

Backend Developer

Core skills
  • Node.js / JavaHigh
  • SQLHigh
  • Cloud (AWS / Azure)High
  • System designHigh

Machine Learning Engineer

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

Side by side

Node.js / Java
Backend Developer needs this
Less central
SQL
Backend Developer needs this
Less central
Cloud (AWS / Azure)
Backend Developer needs this
Less central
System design
Backend Developer needs this
Less central
Python / PyTorch
Less central
Machine Learning Engineer needs this
MLOps
Less central
Machine Learning Engineer needs this

Career progression

Backend Developer

Junior Backend DeveloperR30 000
Backend DeveloperR58 000
Senior Backend DeveloperR95 000
Technical LeadR125 000

Machine Learning Engineer

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

Related insights

Compare more careersExplore related comparisonsFind higher paying jobs

More Backend Developer salary comparisons

Other careers people compare with Backend Developer salary in South Africa.

See full Backend Developer salary guide →

More Machine Learning Engineer salary comparisons

Other careers people compare with Machine Learning Engineer salary in South Africa.

See full Machine Learning Engineer salary guide →

Explore related salary guides

Related careers
Frontend Developer salaryR78 000DevOps Engineer salaryR120 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: Software Engineer salaryTechnology career: Data Scientist salary
Popular career comparisons
Backend Developer vs DevOps Engineer salary in South AfricaSoftware Engineer vs Data Scientist salary in South Africa
Explore more salary guides
how much AI Engineers earn in South Africahow much Data Analysts earn in South Africahow much Cybersecurity Analysts 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 Africa
Compare Related Share