はじめるようだ
orihajimeru yōda

Ichidan Verb
Evidential Auxiliary

A more formal way to express appearance ("appears that...") of 降り始める

1. Seems to be starting.; Looks like it's beginning.; It appears to be starting.

Appearance Evidence