4 results — roadmaps, salary guides, certifications, and job market analysis.
A 12-month roadmap to QA engineering — manual testing, Playwright/Cypress, API testing, CI/CD integration, and the shift-left movement.
Manual QA: $57K. Automation QA: $117K. A 35% salary premium for learning to code tests. The testing career path nobody explains, with tools, certifications, and the shift-left revolution.
I scrape 91 job sites daily. Here's what I see: banking is ground zero, oil and construction are safe, and new roles are appearing that didn't exist two years ago. Data-driven analysis of AI's real impact on Azerbaijan's job market.
A deep dive into the architecture, strategies, and hard-earned lessons from building a scraping system that pulls job listings from 91 sources across Azerbaijan — as one person, with no budget.