Michelle Brush discusses engineering leadership in the age of AI/ML and automation. She explains how the Jevons Paradox will create massive software demand, but the Ironies of Automation will make the remaining engineering job harder. She shares 4 skills for success: Systems Thinking, Non-Abstract System Design, Reliability Engineering, and Complexity Theory, stressing the need for junior talent. By Michelle Brush