# Career

How the path actually looks, written for people walking it in South Africa: what to learn, in what order, and which skills earn trust with production systems rather than only with recruiters.

1 post

The Modern Data Scientist: A Roadmap for the Age of AI Agents

March 6, 2026

The job hasn't disappeared. The mental model has changed. Here's what the roadmap looks like for data scientists and engineers entering (or navigating) the AI agent era, with a South African lens.

career data science mlops ai agents south africa