AI-era career research, verified.

Nine research sections on where software careers are heading — roles, languages, AI tooling, and concrete transition paths. Top claims survived 3-voter adversarial verification against primary sources. Toggle Technical / Simple in the header to switch how everything is explained.

Sections

1. 01 Software Roles Roles 2020 vs 2026 vs 2027–30 — shrinking, stable, and growing jobs, with India and global salary data.
2. 02 Language Trends Language and framework adoption 2020→2026 — what is rising, declining, and highest-paying.
3. 03 AI Growth & Tooling AI milestone timeline from GPT-3 to agents, dev tools, and the measured impact on software jobs.
4. 04 DSA Curriculum Data structures & algorithms path with famous problems and verified free YouTube resources.
5. 05 Python Roadmap Six-stage Python path optimized for a TypeScript developer, with projects and free resources.
6. 06 Future AI Roles AI-adjacent roles through 2030 — required skills, demand signals, and maturity outlook.
7. 07 Transition Paths Five ranked transition paths from a Senior Angular/Full-Stack profile — gaps, timelines, evidence.
8. 08 AI Roadmaps Seven zero-prerequisite roadmaps: ML, Deep Learning, NLP, GenAI, LLMs, RAG, and Agentic AI.
9. 09 Future-Proofing Prioritized skills to learn now, ranked by verified market signal, plus layoff-risk reasoning.