Exactly, I recently had a startup with approx 0 users try to recruit me by arguing that building the web app was "programming 101... we need someone who can architect for massive data volumes". I didn't take the job. That kind of attitude is going to cause them serious issues.
Also, this reminds me of the "nail it, then scale it" approach. Don't focus on scalability when you don't have customers.