It was stolen at 5.40pm on Thursday 17 July 2014, from Morrisons supermarket, Plumpton Road, where it had been securely locked to a cycle rack.
The Specialised FSR Carbon Evo 14 StuntJumper, which is grey, is valued at around £5,000.
PC Lucy Ray, of Harrogate Safer Neighbourhood Team, said: If you recognise the man captured on camera I urge you to come forward and contact the police straight away.
I am also keen to speak to anyone who has been offered a bike matching that of the one stolen, in suspicious circumstances, to get in touch as soon as possible.
Anyone who can help with this investigation should contact Harrogate police on 101, select option 2 and ask for Lucy Ray. Alternatively, information can be emailed to email@example.com
Or call Crimestoppers anonymously on 0800 555111, quoting reference number 12140119851.