@Alexander Fraser Welcome, Alexander! First, congratulations on earning your PRINCE2 Foundation certification and CIOB accreditation, those are strong credentials that already set you apart. One advantage you have is that you're not transitioning from scratch. Your plumbing and construction background gives you practical site experience that many project managers spend years trying to develop. The technical knowledge combined with project management skills can be a powerful combination in MEP environments. As for AI, I've been noticing that it's not necessarily replacing experienced professionals, it seems to be increasing the value of those who can combine technical expertise, communication and decision-making with the right tools. Besides, are you finding the biggest challenge is getting your first MEP Project Management opportunity, or is it understanding which new skills employers are expecting candidates to have today? I'm truly happy to connect and exchange ideas as we navigate these changes together @Alexander Fraser