A target for Arsenal and Manchester United, the teenage midfielder has signed pro forms with Coventry, says the Daily Mail.
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Sky Blues manager Frank Lampard is said to have had a big influence on Shepherd's decision.
The 17 year-old has been on the bench for the Sky Blues' Championship games against Blackburn Rovers and Watford this season.
"I’m buzzing to sign my first professional contract," said Shepherd. "I’m a Coventry lad and I can’t wait to get started.
"I want to work hard, get that debut, make a name for myself and do what I’ve always wanted to do which is play for Coventry."