In-depth industry research
Securities Analysis / Trading · Research Analyst
“In-depth industry research” (Securities Analysis / Trading) is being replaced by AI: it entered in 2026 and is projected to be largely replaced by 2033.
What this task is
Analysts study an industry in depth, mapping its supply chain, competitive landscape, technology trends and key drivers, and produce long-form reports with an investment thesis.
How AI replaces it
From 2026, research agents can search sources, compile data and draft report structures on their own. Spotting industry turning points still depends on expert interviews and site visits, so most desk research is expected to be AI-done only by around 2033.
What stays human
Analysts carry out site visits and expert calls and form the core judgments, shaping the material AI gathers into research that offers a genuinely distinct point of view.