Any knowledge of agentic AI use cases for manufacturing and quality would be a bonus, and Lean / Six Sigma experience (Green Belt or Black Belt) preferred; formal certification is a plus but not required, or • Familiarity with IIoT/IoT platforms (e.g., one or more of any of these - Tulip, Highbyte, Cognite, ThingWorx, Ignition, AVEVA etc.) and cloud/on-prem data storage (e.g., one or more of any of these - AWS or Azure or Google Cloud Platform), or • Knowledge/experience of industrial cybersecurity (e.g., one or more of any of these - CFR Part 11 compliance, IEC62443 security protocols, SOC 2 IS compliance etc.) is a nice-to-have. • Demonstrated ability to lead workshops with client stakeholders and cross-functional teams to create digital transformation roadmaps to achieve Industry 4.0 / 5.0 vision for smart manufacturing / factory of the future, prioritizing high-ROI use cases, conducting Proof of Concepts/Proof of Value and scale for operationalization.