You can also use it to refer to non-religious contexts e.g. "medical orthodoxy" is simply the established medical order, what is currently accepted as "true medecine". In a religious context, orthodoxy generally designates traditionalists.
Without qualifiers, but generally easy to disambiguate through context, "orthodox" is commonly used for both judaism (where it means "traditional") and christianity (where it usually means either "Eastern Orthodox Church" or the distinct "Oriental Orthodox Churches", which split from the "catholic" church in 451 by rejecting the Council of Chalcedon where the Eastern Orthodox Church split from the Catholic Church after 787's Second Council of Nicea)
That's actually a common misconception.
While all "Haredim" (ultra-Orthodox) are Orthodox Jews, the majority of Orthodox Jews do not belong to this group. In fact, nearly all Jews in Israel are technically Orthodox (that is, they have their Bar/Bat Mitzvas in Orthodox synagogues, have weddings performed by Orthodox rabbis, etc.), even if they are almost entirely secular.
In the US and Western Europe, there are two other popular denominations— Conservative and Reform.