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If you tell your new employer that you need to give 1 month or 6 weeks notice at your current position to transfer skills to your new replacement, they should be more inclined to believe that you would treat them the same. If the new employer doesn't respect your desire to transfer in an orderly fashion, perhaps they will terminate your new job just as rapidly as they expected you to leave your old one.