Strengthen Your Position
Stay closest to troubleshooting, commissioning, and hardware-side validation rather than routine documentation or test scripting alone. Use AI for reporting, baseline diagnostics, and first-pass analysis, then spend more time on equipment behavior, installation issues, and the technical judgment that still matters when systems fail in the real world.