Digital Transformation in Oil & Gas

Published 25/02/2026

A comprehensive course covering the full spectrum of digital transformation in upstream oil and gas. From data infrastructure and well surveillance to AI, digital twins, automation, cybersecurity, and change management - learn how modern technologies are reshaping every stage of the E&P lifecycle with clear examples and practical use cases.

E&P OperationsSCADA & SurveillanceAI & AnalyticsDigital TwinsAutomationOT Cybersecurity

6 hr 30 min 12 modules Beginner-Intermediate

Learning objectives

After completing this module, you'll be able to:

Define what a digital oilfield is and explain its key components
Describe data infrastructure including historians, data lakes, and cloud platforms
Explain how digital workflows improve exploration, drilling, and production operations
Identify well surveillance tools and production optimisation techniques
Build and interpret production dashboards using KPIs and analytics
Understand AI, machine learning, and digital twins in oil and gas
Describe automation, remote operations, and unmanned facility concepts
Identify cybersecurity risks in OT/SCADA environments
Plan and lead digital transformation with effective change management

Prerequisites

Basic understanding of oil and gas upstream operations is helpful but not required
No programming or IT background needed

Course Modules

Module 15 units • 30 min

Introduction to Digital Oilfields

Understand what digital oilfields are, how they evolved, the key technologies involved, and the benefits they bring to upstream operations.

Module 25 units • 35 min

Data Infrastructure & Architecture

Learn about data historians, data lakes, cloud platforms, and data governance - the foundation that makes digital oilfields possible.

Module 35 units • 35 min

Digital Workflows in E&P

Explore how digital workflows transform exploration, drilling, production, and reservoir management with real-world examples.

Module 45 units • 35 min

Well Surveillance Tools

Learn about real-time monitoring, SCADA systems, ESP surveillance, and predictive maintenance tools used in modern well operations.

Module 55 units • 35 min

Production Optimisation

Dive into gas lift optimisation, choke management, waterflood strategies, and nodal analysis for maximising field output.

Module 64 units • 25 min

Dashboards & Data Analytics

Discover how production dashboards, KPIs, and analytics support faster, smarter decision-making in oil and gas.

Module 75 units • 35 min

AI & Machine Learning

Understand ML fundamentals, AI applications across the value chain, virtual flow metering, and model deployment at scale.

Module 85 units • 35 min

Digital Twins & Simulation

Explore how virtual replicas of reservoirs, wells, and facilities enable scenario planning and continuous optimisation.

Module 95 units • 35 min

Automation & Remote Operations

Learn about integrated operations centres, autonomous drilling, robotic inspection, and unmanned facility concepts.

Module 105 units • 35 min

Cybersecurity in OT/SCADA

Understand the unique cybersecurity risks in operational technology, SCADA vulnerabilities, IEC 62443, and incident response.

Module 115 units • 30 min

Change Management & Digital Culture

Explore the people side of digital transformation - readiness assessment, culture change, training, and measuring success.

Module 121 units • 25 min

Course Exam

Test your knowledge across all 11 content modules with a comprehensive final exam.