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Autonomous Vehicles, OnStar AI, Manufacturing AI, Cruise
Background, automotive/mobility interest, AI experience
Know GM's EV strategy (Ultium platform) and software-defined vehicle vision
Understand the distinction between GM and Cruise autonomous driving efforts
Product leadership, automotive domain, AI/software vision
GM is transforming from a hardware to a software company. Frame your experience accordingly.
Show understanding of the automotive value chain: design, engineering, manufacturing, sales, service
AI product design for vehicles, manufacturing, or mobility
Think about the software-defined vehicle: OTA updates, subscription services, AI personalization
Safety is paramount in automotive. Every AI feature must consider functional safety requirements.
Consider the vehicle lifecycle: 10-15 years on the road with evolving AI capabilities
AI systems in vehicles, manufacturing AI, competitive strategy
Know the basics of ADAS (Advanced Driver Assistance Systems) levels
Understand the competitive dynamics: Tesla's AI approach vs. GM's
Be ready to discuss edge computing in vehicles and connectivity requirements
GM values, safety culture, transformation leadership
GM's CEO Mary Barra has led a cultural transformation. Know this story.
Show experience leading change in large, traditional organizations
Demonstrate passion for the EV and autonomous driving future
Design an AI-powered personalization system for the in-vehicle experience across GM's brands
How would you build an OnStar AI assistant that proactively helps drivers?
Design an AI system that optimizes EV range based on driving behavior and conditions
Design an AI-powered quality prediction system for GM's manufacturing plants
How would you use AI to optimize GM's EV battery production process?
Design a predictive maintenance system for GM's factory robots and equipment
How should GM approach the autonomous vehicle market after Cruise's challenges?
What's the AI strategy for GM's software-defined vehicle platform (Ultifi)?
How does GM compete with Tesla on software and AI capabilities?
Tell me about leading transformation in a large, traditional organization
Describe a safety-critical product decision and how you made it
How do you build urgency for software innovation in a hardware company?
Week 1
Study GM's EV strategy (Ultium), Ultifi platform, OnStar AI, and Cruise autonomous efforts. Test drive a GM EV if possible.
Week 2
Practice automotive AI cases: in-vehicle AI, manufacturing quality, EV optimization. Study ADAS levels and functional safety.
Week 3
Transformation leadership stories. Safety-critical decision examples. Mock interviews with automotive context.
Week 4
Full mock loop. Prepare your vision for GM's software-defined vehicle AI future.