Embattled Japanese Prime Minister Naoto Kan -- in danger of losing a no-confidence vote in parliament on Thursday -- will offer to resign later this year after dealing with a nuclear crisis and other urgent matters related to the massive March earthquake and tsunami, domestic media reported.