Engineering Blog
Data Intelligence
Scraping Job Postings Data for HR Market Intelligence
A practical guide to scraping job postings data for HR market analysis, salary benchmarking, and recruitment strategy -- covering what to extract, how the technical pipeline works, legal considerations, and when to build vs. outsource.
Web Scraping Used Car Data: A Dealer's Guide to Pricing and Inventory Intelligence
How to scrape used car data from listing sites for pricing, inventory, and demand decisions, with working Python, legal guardrails, and the failure modes that kill car listing scrapers at scale.
How to Scrape Amazon Product Reviews using Scrapy Splash
Learn how to scrape Amazon product reviews using Python, Scrapy, and Splash. Follow this step-by-step guide to automate data extraction for market insights.