How to Monitor Hacker News Job Threads for Hiring Signals

Hacker News "Who is Hiring?" threads are goldmines for job market intelligence. Posted monthly, they contain hundreds of real job listings from startups and tech companies. Here's how to build a monitoring system that extracts hiring signals. The Data Opportunity Each monthly thread gets 500-1000+ comments, each one a real company posting real roles. This data reveals which technologies are in demand, salary trends, remote work patterns, and which companies are scaling. Setup pip install requests beautifulsoup4 pandas Fetching HN Job Threads Hacker News has a free API — no authentication needed: import requests import re from datetime import datetime def get_monthly_hiring_threads ( months = 6 ): search_url = " https://hn.algolia.com/api/v1/search " params = { " query " : " Ask HN: Who is hiring? " , " tags " : " story,author_whoishiring " , " hitsPerPage " : months } response = requests . get ( search_url , params = params ) threads = response . json ()[ " hits " ] return [{ " id " :