Nancy Xu is the founder and CEO of Moonhub. She discusses tech worker job title trends derived from Moonhub's dataset.
Insight
Vertical AI applications offer startups the best long-term competitive moats
“Vertical applications give you the best chance at creating a longer term competitive mode”
Insight
High GitHub star counts for AI projects mostly reflect unmonetizable hobbyist interest
“There are definitely some that have, you know, tens of thousands of stars on GitHub. But if you look at the use, where those stars are coming from, it's mostly hobbyists, and I'm sure you can monetize hobbyists and sort of grow from there. But I think it is li…”
Assertion Not checkable as stated
Moonhub clients report 80% of candidates are unique to the platform
“When they use Moonhub, they tell us, hey, you know, you've been able to show me, like, 80% of the candidates that I found through you I haven't found in any other platform and they tend to be more diverse.”
Insight
The best AI startups target easy-to-sell, hard-to-scale services
“A lot of the opportunities for AI startups is to find something that is traditionally very difficult to scale, but very easy to sell. And then you try to scale it with AI.”
Assertion Partly supported
Index Ventures sets up individual mini-funds for founders like Dylan Field
“So at a couple of years, you know, ago, Mike, Mike was like, oh, you should definitely think about index has this thing called they make funds for people basically like individual funds. So I think like, for example, Dylan at Figma also has one of these funds …”
Assertion Not checkable as stated
Major LLM labs are internally building unreleased hybrid retrieval frameworks
“Some of the bigger LLM companies I've talked to are building this internally right now. It's just not released yet.”