homutinyiko21/sa-job-dashboard

South African Job Market Intelligence Dashboard built with Python, Streamlit, Pandas, and Machine Learning. sa-job-dashboard-reevwxaode… # 🇿🇦 South African Job Market Intelligence Dashboard A professional end-to-end analytics project that explores hiring trends, salaries, locations, and in-demand skills across the South African job market. ## Live Demo Open Dashboard ## Project Overview This project was built to simulate a real business intelligence solution used by consulting firms, recruiters, and analysts to understand labour market demand. The dashboard provides insights into: - Total available jobs - Average salaries - Top hiring cities - Leading employers - Salary comparisons by city - Recruitment trends ## Tech Stack - Python - Streamlit - Pandas - NumPy - CSV Data Pipelines - Machine Learning (Salary Prediction Prototype) ## Key Features - Executive KPI dashboard - Interactive charts - Real-time style data refresh workflow - Clean recruiter-friendly interface - Historical salary prediction model ## Files Included - `app.py` → Main dashboard application - `jobs.csv` → Dataset - `scraper.py` → Data update pipeline - `ml_model.py` → Salary prediction logic - `requirements.txt` → Dependencies ## Business Value This project demonstrates the ability to: - Build dashboards for decision-makers - Analyze labour market data - Create automated data pipelines - Present insights visually - Apply machine learning concepts ## Author Tinyiko Homu ## Contact Open to graduate opportunities in Data Analytics, Data Engineering, Consulting Analytics, and Cloud Technology.