Jalapeños (and other hot peppers) contain an oil called capsaicin that causes a burning sensation. In order to prevent this, you can wear disposable nitrile food-safe gloves when cutting jalapeños. If you do not wear gloves, be sure to wash your hands very well using a soap like Dawn dish detergent. Regular hand soap doesn't remove oil the way Dawn is does.