Masters Degree in Computer Science, Information Technology, Engineering, Health Sciences, Supply Chain, Education, Business or related field AND 5+ years customer-facing experience in operations, enterprise-level improvement program management, product management, transportation, hospitality, automotive, consumer goods, financial services, retail, management consulting, consultative selling, public sector, technology or industry-relevant equivalent management or technical work experience OR Bachelors Degree in Computer Science, Information Technology, Engineering, Health Sciences, Supply Chain, Education, Business or related field AND 7+ years customer-facing experience in operations, enterprise-level improvement program management, product management, transportation, hospitality, automotive, consumer goods, financial services, retail, management consulting, consultative selling, public sector, technology or industry-relevant equivalent management or technical work experience OR equivalent experience. Shapes opportunities across the autonomy stack, including closed loop assurance, intent based operations, self configuration, self healing and self optimization, predictive maintenance, anomaly detection and root cause analysis, network digital twins, energy optimization, capacity and traffic forecasting, and AI agents operating within network operations centers.