The 28-year-old arrives at Bower Fold following his recent departure from fellow Pitching In NPL Premier Division side Stafford Rangers.
He enjoyed two spells with Rangers either side of the Covid-19 pandemic, and has also spent time with Hyde United.
Bailey-Jones came off the bench to make his Celtic debut in yesterday’s goalless draw with Lancaster City in the Emirates FA Cup first qualifying round.
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