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Quant Job Market Visualizer
by hubraumhugo·Apr 14, 2026·1 point·0 comments
AI Analysis
●●SolidNiche GemSolve My Problem
Daily quant job scraping with LLM classification beats manual LinkedIn searches.
Strengths
- •Automated daily ETL pipeline classifying postings across 47 major quant firms
- •Full SQLite dataset downloadable for custom analysis beyond the treemap
Weaknesses
- •No historical trend data to track hiring changes over time
- •Limited to quant finance niche, not applicable to broader tech job market
Category
Target Audience
Quant finance job seekers, recruiters, industry analysts
Post Description
Inspired by karpathy's US job market visualizer[0], I started to dabble with the idea of building live dashboards for certain job markets, starting with quant finance. I extract the career pages of pretty much every major quant firm and classify each posting with a lightweight LLM ETL pipeline. The data is updated daily and the full dataset is available as SQLite for anyone who wants to do their own analysis.
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