Marketplace Analytics
Hiring Insights
The business problem and approach
Developed an analytics-powered solution for a marketplace to analyze historical and forecasted demand-supply gaps, recommending regions with high projected demand but low supply for targeted talent hiring. The product empowers leadership to make strategic hiring decisions, close talent gaps, and capture new growth opportunities.
Implementation highlights
Built a forecasting model to analyze and predict demand-supply gaps, Developed a recommendation engine identifying areas for high-impact hiring, Enabled data-driven hiring strategies to optimize marketplace growth
Delivery and outcomes
23% reduction in unfilled roles in high-demand areas
Technologies used
- Python
- Forecasting Analytics
- Machine Learning
- SQL
- Data Visualization
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