Umji is from the Korean stage name umji — variant of pure-Korean eomji (엄지 — thumb, meaning the best, top one).
Umji does not currently appear in the US Social Security Administration's top 1,000 girls' names, so we don't publish a US rank or birth count for it. That says nothing about the name's standing elsewhere in the world — only that it sits outside the ranked US data we rely on.
In Pythagorean numerology the letters of Umji reduce to 8, The Visionary. This is a traditional interpretive system, not a factual claim about the name.