Villager's proffesions don't change their look. Biome still affects it.
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I know they will not change theyr clothing when traveling through biomes, just when they are born

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the biome where the villager spawns will determine clothing style.. the gear the villager wears will change to match the workstation, but the gear will match the style of the biome clothing. Villager clothing will not change.