On December 29, 2014, the New England Patriots signed Martin to their practice squad. Martin won Super Bowl XLIX with the Patriots after they defeated the defending champion Seattle Seahawks 28–24. Martin made the 2015 53-man roster out of camp, but on September 12, 2015, the Patriots waived Martin. They re-signed him to their practice squad on October 1, 2015.
On November 12, 2015, he was promoted to the active roster.[3] On November 27, he was waived. Martin was re-signed to the Patriots' practice squad on December 9, 2015,[4] then promoted to the active roster three days later.
On December 19, 2015, it was announced Martin was waived from the Patriots roster with an injury designation to make room for fullback Joey Iosefa.[5] Martin cleared waivers and reverted to injured reserve on December 21, 2015.
Martin was waived by the Patriots on April 14, 2016.[6]