Scheiner died from COVID-19 during the COVID-19 pandemic in Israel on 31 January 2021 at the age of 98. His death occurred just hours after that of Rabbi Meshulam Dovid Soloveitchik. An estimated 8,000 mourners attended Sheiner's Jerusalem burial.