For TransCanada to be the industry leader in customer service and to meet the demands of our extremely competitive industry, we must operate safely and efficiently with a high degree of reliability. To do support this effort, we see the skills of our staff changing over time. Where once we hired engineers who had skills in classical engineering, we now need to add deeper skills in analytics and today’s data science techniques. Keary will review several projects from the TransCanada portfolio and highlight how the skill needs have changed as the PI System, the industry and TransCanada have matured.