Trends & Emerging TechnologyFeatured
Startup Output per Employee: Use Gross Profit per Employee, AI, and Automation to Stay Small and Strong
Storage information
Bookmarks and reading positions are stored in this browser. Manage and back them up in My Reading.
Collected in Robin Shen’s Field Notes · Content type and attribution are shown above
English translation of the Chinese post originally published 2024-09-25. Translated 2026-10-31 with AI assistance. Historical figures and claims have not been updated or independently verified. 中文原文
Reading guide
In September 2024, Robin suggested looking at industry and gross margin when discussing startup output per employee, and using annual gross profit divided by total employees to assess individual contribution. He mentioned approximately 15 million in gross profit per employee at TSMC and an intuitive startup threshold of approximately 1–1.5 million, but the original post did not specify currency, calculation year, or the headcount basis. TSMC’s consolidated gross profit and global workforce in its 2023 annual report produce a similar order of magnitude. That does not establish Robin’s original calculation, nor is it an officially reported gross-profit-per-employee metric. His suggestions on automation, AI, and outsourcing are personal views, not universal industry standards.
Key points
- Annual gross profit divided by total employees is Robin’s suggested perspective; cross-industry comparisons still require attention to the calculation basis.
- The approximately 15 million figure for TSMC is a personal estimate; the original year, headcount, and currency were not specified.
- The startup figure of 1–1.5 million is Robin’s intuitive suggestion, not a universal standard.
- Robin advocates automation, AI, and outsourcing to increase the core team’s contribution per person.

Full text — English translation
These articles are personal notes, book excerpts, and collected reprints. Figures and events reflect the time of the original publication, are not current information, and do not constitute investment advice.
DISCUSSION
Reader comments
What did this article make you think about? Different perspectives and constructive criticism are welcome.
Comments are public immediately. Do not include personal contact details or external links. Automated checks block suspicious solicitation, prohibited transactions and spam; they can make mistakes.
Comments load when you reach this section.
Administrator sign-in Sign out