I agree for in-person jobs.

For remote jobs with remote interviews, not having a LinkedIn page or having a LinkedIn page full of generic information that can be disproven by a quick background check are common traits of scam applicants.

A friend’s employer started requiring more verification after they hired a group of remote workers who would some times connect from North Korean IPs when they made a mistake with their VPN.