Where a generic CV loses manufacturing meaning
“Improved production” can hide the process step, equipment boundary, quality standard, throughput constraint, safety exposure, or ownership of the operating result. Engineering, production, quality, maintenance, automation, supply, and plant leadership roles contribute through different mechanisms.
What the dedicated schema must capture
The schema is being designed to distinguish process, industrial, quality, automation, maintenance, operations, supply, and leadership roles. It must connect decisions to the production system, control boundary, baseline, reliability or quality measure, and sustained operating outcome.
What it must never infer
The schema must not invent yield, throughput, downtime, defect reduction, safety performance, savings, certification, or plant authority. Every operational measure must retain its baseline, scope, and candidate-supported attribution.