I always see Category Manager roles on LinkedIn. I don't know how successful it is applying for those on the website though. Especially if you don't know someone currently working for the company that's looking. I can ask some contacts I know in Procurement/Materials Mgmt in the EPC industry. What type of equipment/discipline do they have experience with?