I'd say to treat homemade pickled jalapeños the same way you would treat an opened jar of store-bought pickles - so it should keep for approximately 2 months in glass jars in the refrigerator. Also, try not to double dip. Use clean spoons or utensils when scooping out the pickles to ensure it stays fresh and is preserved for as long as possible.