Author
Julian Caraulani
Founder and lead writer at TechCerted. I build products across AI, education, and the web, and I started TechCerted because the advice on tech careers, certifications, and salaries is mostly marketing dressed up as guidance.
How I write these guides
Every guide here is anchored to primary sources: US Bureau of Labor Statistics data, official exam pages, Glassdoor, Levels.fyi, and vendor documentation, with the figures cited at the end of each article so you can check them. Where a number is a marketing claim rather than verified data, I say so. Where a certification or a career path is not worth it, I say that too. The goal is the guidance I wish I had when navigating this myself: honest, specific, and backed by numbers.
TechCerted earns affiliate commissions on some links, which is disclosed on every article and explained in full on our disclosure page. It never changes which certifications or courses I recommend, or the salary and exam facts, which come from independent sources.
More about the site and how it makes money is on the about page.
Recent guides by Julian
- AI Governance Specialist Salary in 2026: What They Really Earn
- Can You Become an AI Governance Specialist Without a Degree in 2026?
- AI/ML Engineer vs Data Scientist: Which Should You Choose in 2026?
- Can You Become an AI / ML Engineer Without a Degree in 2026?
- AI Product Manager Salary Guide 2026: What They Really Earn
- AI Product Manager vs AI/ML Engineer: Which Career Should You Choose in 2026?
- Can You Become an AI Product Manager Without a Degree in 2026?
- Cloud Architect vs Solutions Architect: Which Should You Choose in 2026?
- Can You Become a Cloud Architect Without a Degree in 2026?
- Coursera vs Udemy: An Honest Comparison for Tech Learners in 2026
- Cybersecurity Analyst vs Software Engineer: Which Should You Choose in 2026?
- Can You Become a Cybersecurity Analyst Without a Degree in 2026?