I’m Jay Williams, an electrical engineer, corporate technical training in HR, researcher, and the founder of SkillDoc and Remote Job Skills.

Our mission is simple: See what the market wants. Prove what you can do. Build what matters next.

I analyze empirical labor-market data across hundreds of thousands of job postings to help professionals navigate career transitions, understand AI task changes, and build verifiable proof employers trust.