Review 2: Reskilling Imperatives — Skill Gap Analysis
Deep Technical + Digital
AI-driven reservoir simulation
90%
ML production optimization
88%
IoT sensor data management
84%
IT/OT cybersecurity (ICS)
82%
Digital twin operations
86%
Data governance for models
78%
Affected Workforce Segments
Petroleum engineersReservoir engineersOperations techniciansData scientistsIT/OT convergence teams
Learning Infrastructure Required
- Aramco Digital Academy
- SPE-accredited AI for E&P programs
- Dhahran Techno Valley university partnerships