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Vodacom · Midrand

Senior Data Scientist

New official Vodacom role spanning recommender systems, production ML, GenAI, agentic workflows and RAG; applications close 1 October 2026.

data scientistai ml engineeragent genai engineer
stretch83opportunity score
Hard-constraint gateVerify before applying
  • years5–8 years of practical data-science and ML delivery

    The official JD explicitly states five to eight years of practical experience.

  • work authorizationSouth Africa work authorization or employer sponsorship

    Sponsorship is not stated on the official posting.

JD snapshot

Responsibilities

  • Deliver production ML and AI use cases
  • Mentor practitioners and strengthen model governance

Requirements

  • Python, SQL and PySpark
  • End-to-end ML deployment and monitoring
  • GenAI, agentic systems and RAG
  • Recommendation or customer-value modelling
  • MLOps and model governance
Compensation: not stated

The employer did not state compensation. No estimate is presented as official.

Explainable score · 2026-08-v1

Why this score?

83/100
Candidate fit35%83
JD evidence

Python, SQL and PySpark

End-to-end ML deployment and monitoring

GenAI, agentic systems and RAG

Candidate proof

Documented ML project

Time-series portfolio evidence

Gaps

Recommendation or customer-value modelling

MLOps and model governance

Career upside20%91
JD evidence

Research-to-production scope

Candidate proof

Research-to-industry portfolio

Gaps

None material

Compensation10%70
JD evidence
Candidate proof
Gaps

Employer compensation not stated

Actionability20%72
JD evidence

Official source captured

Candidate proof

Targeted CV draft available

Gaps

5–8 years of practical data-science and ML delivery

South Africa work authorization or employer sponsorship

Personal factors15%82
JD evidence
Candidate proof

English-working market preference

Gaps

None material

Source confidence 96%Explanation coverage 95%