Candidate fit35%81
JD evidence
RAG
Agentic workflows
LLMOps
Candidate proof
Documented ML project
Time-series portfolio evidence
Gaps
Python
Three to five years experience
Vodacom · Midrand
Data Scientist – GenAI & Agentic AI
Excellent Agent roadmap benchmark; official closing date was 27 Aug 2026.
benchmark81opportunity score
Closed / archivedChecked 7 Sept 2026
Hard-constraint gateVerify before applying
- years3–5 years relevant delivery experience
Map research and project delivery evidence against the stated years requirement.
Responsibilities
- Build production LLM applications
- Design multi-agent workflows and human approvals
Requirements
- RAG
- Agentic workflows
- LLMOps
- Python
- Three to five years experience
Compensation: not stated
The employer did not state compensation. No estimate is presented as official.
Explainable score · 2026-08-v1
Why this score?
81/100
Career upside20%89
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
3–5 years relevant delivery experience
Personal factors15%82
JD evidence
Candidate proof
English-working market preference
Gaps
None material
Source confidence 88%Explanation coverage 95%